diff --git "a/new-contributors-report.md" "b/new-contributors-report.md"
--- "a/new-contributors-report.md"
+++ "b/new-contributors-report.md"
@@ -1,466 +1,464 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260415T224019Z`
-- Generated: `2026-04-16T09:34:30Z`
+- Snapshot: `20260416T222012Z`
+- Generated: `2026-04-16T22:58:43Z`
 - Activity window: `60d`
-- Contributors: `378`
+- Contributors: `376`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2034d | `2025-03-19T10:58:02Z` | 74 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5837d | `2026-01-21T16:52:29Z` | 73 | 6 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4936d | `2025-03-31T13:54:54Z` | 70 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1506d | `2024-09-26T09:23:39Z` | 63 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3933d | `2025-06-20T09:58:55Z` | 57 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2588d | `2023-02-24T14:13:29Z` | 43 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2359d | `2024-11-15T13:51:28Z` | 38 | 1 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3960d | `2023-02-27T14:00:41Z` | 37 | 0 | strong | low | low | targets high-star repos |
-| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1989d | `2025-08-26T12:13:50Z` | 35 | 1 | mixed | low | low | targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2295d | `2025-01-06T17:52:26Z` | 33 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
-| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1959d | `2025-09-17T20:29:13Z` | 31 | 20 | strong | low | low | targets high-star repos |
-| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3137d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
-| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3695d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
+| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5838d | `2026-01-21T16:52:29Z` | 74 | 6 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2035d | `2025-03-19T10:58:02Z` | 74 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4937d | `2025-03-31T13:54:54Z` | 72 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1507d | `2024-09-26T09:23:39Z` | 65 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3933d | `2025-06-20T09:58:55Z` | 58 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2589d | `2023-02-24T14:13:29Z` | 43 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-11-15T13:51:28Z` | 39 | 1 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 37 | 0 | strong | low | low | targets high-star repos |
+| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1990d | `2025-08-26T12:13:50Z` | 36 | 1 | mixed | low | low | targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2295d | `2025-01-06T17:52:26Z` | 34 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1960d | `2025-09-17T20:29:13Z` | 31 | 20 | strong | low | low | targets high-star repos |
+| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3138d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
+| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3696d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2487d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1976d | `2025-10-03T15:26:01Z` | 22 | 0 | strong | low | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1811d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
-| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2947d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 33d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1605d | `2025-01-20T12:27:19Z` | 16 | 0 | strong | low | low | targets high-star repos |
+| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1977d | `2025-10-03T15:26:01Z` | 22 | 0 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1812d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
+| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2948d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1606d | `2025-01-20T12:27:19Z` | 16 | 0 | strong | low | low | targets high-star repos |
 | `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2229d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2690d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
-| `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2596d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
-| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2352d | `2025-07-04T08:41:29Z` | 15 | 2 | mixed | low | low | — |
+| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2691d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
+| `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2597d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
+| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2353d | `2025-07-04T08:41:29Z` | 15 | 2 | mixed | low | low | — |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2995d | `2025-12-16T08:22:52Z` | 15 | 1 | strong | moderate | low | targets high-star repos |
-| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3590d | `2025-08-14T10:03:14Z` | 14 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
-| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3363d | `2024-10-24T15:39:49Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
-| `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2867d | `2025-12-12T17:57:18Z` | 14 | 0 | mixed | high | medium | high recent PR volume; broad repo spread |
-| `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1743d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos |
+| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3591d | `2025-08-14T10:03:14Z` | 14 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
+| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3364d | `2024-10-24T15:39:49Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
+| `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2868d | `2025-12-12T17:57:18Z` | 14 | 0 | mixed | high | medium | high recent PR volume; broad repo spread |
+| `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1744d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2624d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3348d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1413d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6568d | `2025-09-08T13:05:54Z` | 12 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
+| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 12 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1395d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume |
-| `dario-fumarola` | [profile](https://github.com/dario-fumarola) | no | NONE | 1749d | `2026-02-18T21:12:22Z` | 9 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `dario-fumarola` | [profile](https://github.com/dario-fumarola) | no | NONE | 1750d | `2026-02-18T21:12:22Z` | 9 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4682d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — |
-| `fumadari` | [profile](https://github.com/fumadari) | no | NONE | 835d | `2026-02-17T17:20:50Z` | 9 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 337d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `fumadari` | [profile](https://github.com/fumadari) | no | NONE | 836d | `2026-02-17T17:20:50Z` | 9 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2019d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 972d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5679d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
-| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5707d | `2024-10-17T15:17:05Z` | 7 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
-| `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2625d | `2025-12-10T12:31:18Z` | 6 | 2 | strong | moderate | low | targets high-star repos |
-| `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2568d | `2026-02-25T22:23:20Z` | 6 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1646d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
-| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4255d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
-| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3175d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
-| `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 784d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
-| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3496d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1174d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5650d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
+| `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5680d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
+| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 7 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 6 | 2 | strong | moderate | low | targets high-star repos |
+| `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2569d | `2026-02-25T22:23:20Z` | 6 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
+| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1647d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
+| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4256d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
+| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3176d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
+| `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
+| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3497d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1175d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5651d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5037d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3838d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
-| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 357d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
+| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 358d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
-| `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4698d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 66d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
-| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2911d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5411d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2912d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5412d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Zephyr-Blessed` | [profile](https://github.com/Zephyr-Blessed) | no | FIRST_TIME_CONTRIBUTOR | 63d | `2026-02-17T11:04:52Z` | 4 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3072d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 506d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2662d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — |
-| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4010d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2850d | `2026-03-13T10:24:11Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 507d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2663d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — |
+| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4010d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
+| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2851d | `2026-03-13T10:24:11Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1229d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `matisgagneux21` | [profile](https://github.com/matisgagneux21) | no | CONTRIBUTOR | 52d | `2026-02-23T00:10:48Z` | 3 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `onel` | [profile](https://github.com/onel) | no | NONE | 5049d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
+| `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
 | `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1938d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1711d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
-| `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2094d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
+| `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1465d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
-| `engmohamedsalah` | [profile](https://github.com/engmohamedsalah) | no | NONE | 4743d | `2026-01-10T13:15:19Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `engmohamedsalah` | [profile](https://github.com/engmohamedsalah) | no | NONE | 4744d | `2026-01-10T13:15:19Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2389d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
 | `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 101d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2073d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos |
-| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3315d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5240d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
+| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3316d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5241d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
+| `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1939d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2049d | `2026-03-04T00:51:26Z` | 2 | 2 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5738d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 555d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 828d | `2026-03-25T14:55:10Z` | 2 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
-| `23atharvaS` | [profile](https://github.com/23atharvaS) | no | FIRST_TIME_CONTRIBUTOR | 160d | `2026-02-17T05:25:26Z` | 2 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5739d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 829d | `2026-03-25T14:55:10Z` | 2 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
+| `23atharvaS` | [profile](https://github.com/23atharvaS) | no | FIRST_TIME_CONTRIBUTOR | 161d | `2026-02-17T05:25:26Z` | 2 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `Aftabbs` | [profile](https://github.com/Aftabbs) | no | NONE | 1318d | `2026-04-12T08:48:26Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 402d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3949d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `albertorkive` | [profile](https://github.com/albertorkive) | no | FIRST_TIME_CONTRIBUTOR | 697d | `2026-04-12T17:02:14Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars |
-| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1714d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
-| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4499d | `2024-10-17T11:56:32Z` | 2 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 403d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3950d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `albertorkive` | [profile](https://github.com/albertorkive) | no | FIRST_TIME_CONTRIBUTOR | 698d | `2026-04-12T17:02:14Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars |
+| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 2 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
+| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1715d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
+| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4500d | `2024-10-17T11:56:32Z` | 2 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3610d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4478d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 765d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3918d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 898d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2480d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 392d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 393d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `guoyangzhen` | [profile](https://github.com/guoyangzhen) | no | NONE | 2589d | `2026-03-20T13:03:54Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `haosenwang1018` | [profile](https://github.com/haosenwang1018) | no | NONE | 725d | `2026-02-26T00:58:35Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2868d | `2026-03-14T18:33:53Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
-| `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5837d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1841d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
-| `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2224d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1631d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `kmbhattt-aws` | [profile](https://github.com/kmbhattt-aws) | no | FIRST_TIME_CONTRIBUTOR | 36d | `2026-03-11T01:01:18Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `knQzx` | [profile](https://github.com/knQzx) | no | FIRST_TIME_CONTRIBUTOR | 1955d | `2026-03-28T16:37:49Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
+| `Jah-yee` | [profile](https://github.com/Jah-yee) | yes | NONE | 736d | `2026-04-16T00:55:40Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1842d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
+| `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2225d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `kmbhattt-aws` | [profile](https://github.com/kmbhattt-aws) | no | FIRST_TIME_CONTRIBUTOR | 37d | `2026-03-11T01:01:18Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `knQzx` | [profile](https://github.com/knQzx) | no | FIRST_TIME_CONTRIBUTOR | 1956d | `2026-03-28T16:37:49Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `Kokonico` | [profile](https://github.com/Kokonico) | no | NONE | 1566d | `2026-02-27T19:30:30Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `kushalkkb` | [profile](https://github.com/kushalkkb) | no | NONE | 1040d | `2026-03-06T17:24:10Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 450d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `kushalkkb` | [profile](https://github.com/kushalkkb) | no | NONE | 1041d | `2026-03-06T17:24:10Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `mario-sanz` | [profile](https://github.com/mario-sanz) | no | CONTRIBUTOR | 2021d | `2026-02-24T13:54:30Z` | 2 | 0 | weak | low | low | targets high-star repos |
-| `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1501d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 313d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 314d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `MaybeSam05` | [profile](https://github.com/MaybeSam05) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-03-11T22:52:23Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `mmahjoub5` | [profile](https://github.com/mmahjoub5) | no | FIRST_TIME_CONTRIBUTOR | 2407d | `2026-02-15T04:01:26Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2574d | `2026-04-01T05:05:40Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
+| `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `philippguevorguian` | [profile](https://github.com/philippguevorguian) | no | NONE | 1995d | `2025-10-10T14:52:07Z` | 2 | 0 | mixed | low | low | — |
+| `philippguevorguian` | [profile](https://github.com/philippguevorguian) | no | NONE | 1996d | `2025-10-10T14:52:07Z` | 2 | 0 | mixed | low | low | — |
 | `r266-tech` | [profile](https://github.com/r266-tech) | no | CONTRIBUTOR | 205d | `2026-03-22T17:28:57Z` | 2 | 0 | weak | very high | medium | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | FIRST_TIME_CONTRIBUTOR | 228d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `sdharani91` | [profile](https://github.com/sdharani91) | no | FIRST_TIME_CONTRIBUTOR | 3364d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3716d | `2026-03-19T10:22:40Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
-| `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1558d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1245d | `2026-03-30T12:18:41Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2946d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `sdharani91` | [profile](https://github.com/sdharani91) | no | FIRST_TIME_CONTRIBUTOR | 3365d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3717d | `2026-03-19T10:22:40Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
+| `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1559d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2947d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `tonglei19961121` | [profile](https://github.com/tonglei19961121) | no | NONE | 2272d | `2026-02-27T11:44:01Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3477d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
+| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3478d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
 | `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2697d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1635d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2384d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1756d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
-| `yunhaoli24` | [profile](https://github.com/yunhaoli24) | no | NONE | 2224d | `2026-03-12T04:46:19Z` | 2 | 0 | weak | moderate | low | targets high-star repos |
+| `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1636d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1757d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `yunhaoli24` | [profile](https://github.com/yunhaoli24) | no | NONE | 2225d | `2026-03-12T04:46:19Z` | 2 | 0 | weak | moderate | low | targets high-star repos |
 | `jp1924` | [profile](https://github.com/jp1924) | no | CONTRIBUTOR | 1632d | `2024-10-22T01:33:27Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 562d | `2025-06-12T08:51:40Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2871d | `2024-06-13T14:13:17Z` | 5 | 1 | strong | low | low | targets high-star repos |
-| `Deep-unlearning` | [profile](https://github.com/Deep-unlearning) | no | MEMBER | 2322d | `2024-12-11T18:43:56Z` | 5 | 0 | strong | low | low | — |
+| `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2872d | `2024-06-13T14:13:17Z` | 5 | 1 | strong | low | low | targets high-star repos |
+| `Deep-unlearning` | [profile](https://github.com/Deep-unlearning) | no | MEMBER | 2323d | `2024-12-11T18:43:56Z` | 5 | 0 | strong | low | low | — |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 976d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
-| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3337d | `2026-01-08T16:47:50Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2802d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
+| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3338d | `2026-01-08T16:47:50Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2803d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
 | `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5826d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
 | `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1621d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3055d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
-| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4656d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3056d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4657d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4208d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4112d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
-| `Siddhartha7340` | [profile](https://github.com/Siddhartha7340) | no | FIRST_TIME_CONTRIBUTOR | 1476d | `2026-01-17T05:16:36Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 253d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
-| `veeceey` | [profile](https://github.com/veeceey) | no | NONE | 3055d | `2026-02-07T19:20:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3756d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
+| `Siddhartha7340` | [profile](https://github.com/Siddhartha7340) | no | FIRST_TIME_CONTRIBUTOR | 1477d | `2026-01-17T05:16:36Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `veeceey` | [profile](https://github.com/veeceey) | no | NONE | 3056d | `2026-02-07T19:20:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
-| `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | FIRST_TIME_CONTRIBUTOR | 3672d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
-| `ouroborosscr` | [profile](https://github.com/ouroborosscr) | no | FIRST_TIMER | 1966d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `abhijeet-dhumal` | [profile](https://github.com/abhijeet-dhumal) | no | CONTRIBUTOR | 1787d | `2026-03-06T07:07:19Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
-| `ainergiz` | [profile](https://github.com/ainergiz) | no | CONTRIBUTOR | 875d | `2026-02-21T20:56:04Z` | 1 | 1 | strong | low | low | targets high-star repos |
-| `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2179d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
-| `Anakintano` | [profile](https://github.com/Anakintano) | no | FIRST_TIME_CONTRIBUTOR | 1145d | `2026-03-09T07:54:58Z` | 1 | 1 | mixed | moderate | low | — |
-| `andylizf` | [profile](https://github.com/andylizf) | no | FIRST_TIME_CONTRIBUTOR | 3276d | `2026-03-24T04:53:11Z` | 1 | 1 | strong | moderate | low | targets high-star repos |
-| `BSchilperoort` | [profile](https://github.com/BSchilperoort) | no | NONE | 4008d | `2026-03-18T11:08:09Z` | 1 | 1 | strong | low | low | — |
-| `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2394d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
-| `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 469d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
-| `cjkindel` | [profile](https://github.com/cjkindel) | no | NONE | 4188d | `2026-03-24T21:01:11Z` | 1 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
-| `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2018d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
+| `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | FIRST_TIME_CONTRIBUTOR | 3673d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
+| `ouroborosscr` | [profile](https://github.com/ouroborosscr) | no | FIRST_TIMER | 1967d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `abhijeet-dhumal` | [profile](https://github.com/abhijeet-dhumal) | no | CONTRIBUTOR | 1788d | `2026-03-06T07:07:19Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
+| `ainergiz` | [profile](https://github.com/ainergiz) | no | CONTRIBUTOR | 876d | `2026-02-21T20:56:04Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2180d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `Anakintano` | [profile](https://github.com/Anakintano) | no | FIRST_TIME_CONTRIBUTOR | 1146d | `2026-03-09T07:54:58Z` | 1 | 1 | mixed | moderate | low | — |
+| `andylizf` | [profile](https://github.com/andylizf) | no | FIRST_TIME_CONTRIBUTOR | 3277d | `2026-03-24T04:53:11Z` | 1 | 1 | strong | moderate | low | targets high-star repos |
+| `BSchilperoort` | [profile](https://github.com/BSchilperoort) | no | NONE | 4009d | `2026-03-18T11:08:09Z` | 1 | 1 | strong | low | low | — |
+| `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2395d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
+| `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
+| `cjkindel` | [profile](https://github.com/cjkindel) | no | NONE | 4189d | `2026-03-24T21:01:11Z` | 1 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
+| `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2019d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `DogWala` | [profile](https://github.com/DogWala) | no | FIRST_TIME_CONTRIBUTOR | 1331d | `2026-03-12T15:47:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `dtiourine` | [profile](https://github.com/dtiourine) | no | FIRST_TIME_CONTRIBUTOR | 1367d | `2026-02-17T18:52:49Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2049d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
-| `Fr0do` | [profile](https://github.com/Fr0do) | no | CONTRIBUTOR | 3915d | `2026-03-27T19:19:16Z` | 1 | 1 | mixed | low | low | — |
+| `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `Fr0do` | [profile](https://github.com/Fr0do) | no | CONTRIBUTOR | 3916d | `2026-03-27T19:19:16Z` | 1 | 1 | mixed | low | low | — |
 | `gh-wf` | [profile](https://github.com/gh-wf) | no | NONE | 1335d | `2026-03-19T15:13:12Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `HallerPatrick` | [profile](https://github.com/HallerPatrick) | no | CONTRIBUTOR | 3473d | `2026-03-31T14:44:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3535d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos |
-| `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2669d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — |
+| `HallerPatrick` | [profile](https://github.com/HallerPatrick) | no | CONTRIBUTOR | 3474d | `2026-03-31T14:44:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3536d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos |
+| `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2670d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — |
 | `IvanFan-Van` | [profile](https://github.com/IvanFan-Van) | no | FIRST_TIME_CONTRIBUTOR | 1546d | `2026-03-20T04:29:57Z` | 1 | 1 | strong | low | low | — |
-| `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3704d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 357d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
-| `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2846d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2008d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — |
-| `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3029d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos |
-| `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3766d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
+| `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 358d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2009d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — |
+| `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3030d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3767d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `mango766` | [profile](https://github.com/mango766) | no | CONTRIBUTOR | 1771d | `2026-03-16T04:08:09Z` | 1 | 1 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4677d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `medhakimbedhief` | [profile](https://github.com/medhakimbedhief) | no | CONTRIBUTOR | 2239d | `2026-03-03T03:19:25Z` | 1 | 1 | strong | low | low | targets high-star repos |
-| `michalrzak` | [profile](https://github.com/michalrzak) | no | FIRST_TIME_CONTRIBUTOR | 2141d | `2026-03-11T16:42:30Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `medhakimbedhief` | [profile](https://github.com/medhakimbedhief) | no | CONTRIBUTOR | 2240d | `2026-03-03T03:19:25Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `michalrzak` | [profile](https://github.com/michalrzak) | no | FIRST_TIME_CONTRIBUTOR | 2142d | `2026-03-11T16:42:30Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ntenenz` | [profile](https://github.com/ntenenz) | no | CONTRIBUTOR | 4266d | `2026-03-13T20:09:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `rabbierabbie` | [profile](https://github.com/rabbierabbie) | no | NONE | 777d | `2026-03-10T14:40:08Z` | 1 | 1 | mixed | moderate | low | — |
-| `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1429d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2004d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
-| `ShahVandit` | [profile](https://github.com/ShahVandit) | no | FIRST_TIME_CONTRIBUTOR | 1885d | `2026-02-02T02:33:32Z` | 1 | 1 | mixed | low | low | no visible non-self stars |
-| `stuckvgn` | [profile](https://github.com/stuckvgn) | no | NONE | 1145d | `2026-02-25T14:03:32Z` | 1 | 1 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
-| `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2689d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3427d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `ZSLsherly` | [profile](https://github.com/ZSLsherly) | yes | FIRST_TIMER | 974d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `rabbierabbie` | [profile](https://github.com/rabbierabbie) | no | NONE | 778d | `2026-03-10T14:40:08Z` | 1 | 1 | mixed | moderate | low | — |
+| `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1430d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
+| `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
+| `ShahVandit` | [profile](https://github.com/ShahVandit) | no | FIRST_TIME_CONTRIBUTOR | 1886d | `2026-02-02T02:33:32Z` | 1 | 1 | mixed | low | low | no visible non-self stars |
+| `stuckvgn` | [profile](https://github.com/stuckvgn) | no | NONE | 1146d | `2026-02-25T14:03:32Z` | 1 | 1 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
+| `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2690d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3428d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `zzc0430` | [profile](https://github.com/zzc0430) | no | NONE | 2338d | `2026-02-27T10:52:57Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `04cb` | [profile](https://github.com/04cb) | no | NONE | 1334d | `2026-03-07T05:36:25Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
-| `0xDELUXA` | [profile](https://github.com/0xDELUXA) | no | CONTRIBUTOR | 340d | `2026-03-06T18:03:49Z` | 1 | 0 | mixed | high | low | young account; high recent PR volume; broad repo spread |
-| `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1350d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
+| `0xDELUXA` | [profile](https://github.com/0xDELUXA) | no | CONTRIBUTOR | 341d | `2026-03-06T18:03:49Z` | 1 | 0 | mixed | high | low | young account; high recent PR volume; broad repo spread |
+| `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
 | `aashay-sarvam` | [profile](https://github.com/aashay-sarvam) | no | FIRST_TIME_CONTRIBUTOR | 883d | `2026-03-10T11:55:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aashirpersonal` | [profile](https://github.com/aashirpersonal) | no | NONE | 957d | `2026-03-15T16:52:03Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `Aatman09` | [profile](https://github.com/Aatman09) | no | FIRST_TIME_CONTRIBUTOR | 902d | `2026-02-14T03:19:57Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Aatman09` | [profile](https://github.com/Aatman09) | no | FIRST_TIME_CONTRIBUTOR | 903d | `2026-02-14T03:19:57Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aayushbaluni` | [profile](https://github.com/aayushbaluni) | no | NONE | 1999d | `2026-03-17T17:20:35Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5073d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
-| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2635d | `2026-02-26T17:57:16Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `adityuhkapoor` | [profile](https://github.com/adityuhkapoor) | no | NONE | 2824d | `2026-02-18T06:35:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5074d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
+| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2636d | `2026-02-26T17:57:16Z` | 1 | 0 | strong | low | low | high recent PR volume |
+| `adityuhkapoor` | [profile](https://github.com/adityuhkapoor) | no | NONE | 2825d | `2026-02-18T06:35:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 559d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
-| `ajmeese7` | [profile](https://github.com/ajmeese7) | no | NONE | 3685d | `2026-03-15T19:56:44Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
-| `akashadsare` | [profile](https://github.com/akashadsare) | no | FIRST_TIME_CONTRIBUTOR | 2187d | `2026-02-15T18:07:11Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 560d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
+| `ajmeese7` | [profile](https://github.com/ajmeese7) | no | NONE | 3686d | `2026-03-15T19:56:44Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
 | `AkshajKashyap` | [profile](https://github.com/AkshajKashyap) | no | FIRST_TIME_CONTRIBUTOR | 873d | `2026-03-25T00:11:43Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Akshay404error` | [profile](https://github.com/Akshay404error) | no | FIRST_TIMER | 592d | `2026-03-27T08:33:01Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `alexandercarruthers` | [profile](https://github.com/alexandercarruthers) | no | CONTRIBUTOR | 2599d | `2026-02-22T18:02:43Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `alexmalyshev` | [profile](https://github.com/alexmalyshev) | no | CONTRIBUTOR | 5537d | `2026-02-20T04:47:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | 2973d | `2026-02-23T15:25:47Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
-| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3864d | `2026-04-14T15:35:56Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
+| `alexandercarruthers` | [profile](https://github.com/alexandercarruthers) | no | CONTRIBUTOR | 2600d | `2026-02-22T18:02:43Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
+| `alexmalyshev` | [profile](https://github.com/alexmalyshev) | no | CONTRIBUTOR | 5538d | `2026-02-20T04:47:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | 2974d | `2026-02-23T15:25:47Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
-| `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 147d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
-| `ansley` | [profile](https://github.com/ansley) | no | NONE | 2295d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `anuq` | [profile](https://github.com/anuq) | no | NONE | 3279d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
-| `ArivunidhiA` | [profile](https://github.com/ArivunidhiA) | no | FIRST_TIME_CONTRIBUTOR | 830d | `2026-02-17T07:18:00Z` | 1 | 0 | mixed | moderate | low | no visible non-self stars; targets high-star repos |
+| `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 148d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
+| `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
+| `ArivunidhiA` | [profile](https://github.com/ArivunidhiA) | no | FIRST_TIME_CONTRIBUTOR | 831d | `2026-02-17T07:18:00Z` | 1 | 0 | mixed | moderate | low | no visible non-self stars; targets high-star repos |
 | `AutumnAurelium` | [profile](https://github.com/AutumnAurelium) | no | CONTRIBUTOR | 1724d | `2026-02-17T01:07:13Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1729d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2769d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
-| `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3774d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
-| `balvisio` | [profile](https://github.com/balvisio) | no | CONTRIBUTOR | 5037d | `2026-02-19T02:58:50Z` | 1 | 0 | mixed | moderate | low | — |
-| `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5187d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1825d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
+| `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
+| `balvisio` | [profile](https://github.com/balvisio) | no | CONTRIBUTOR | 5038d | `2026-02-19T02:58:50Z` | 1 | 0 | mixed | moderate | low | — |
+| `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
 | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | NONE | 3170d | `2026-04-11T21:41:32Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `carcel-yu` | [profile](https://github.com/carcel-yu) | no | CONTRIBUTOR | 2066d | `2026-03-02T05:34:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `cloudyun888` | [profile](https://github.com/cloudyun888) | yes | FIRST_TIME_CONTRIBUTOR | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
+| `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
 | `cluster2600` | [profile](https://github.com/cluster2600) | no | CONTRIBUTOR | 2066d | `2026-02-18T19:25:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `cogniera` | [profile](https://github.com/cogniera) | no | FIRST_TIME_CONTRIBUTOR | 223d | `2026-02-17T22:29:44Z` | 1 | 0 | strong | moderate | low | young account |
+| `cogniera` | [profile](https://github.com/cogniera) | no | FIRST_TIME_CONTRIBUTOR | 224d | `2026-02-17T22:29:44Z` | 1 | 0 | strong | moderate | low | young account |
 | `CyrilSterling` | [profile](https://github.com/CyrilSterling) | no | FIRST_TIME_CONTRIBUTOR | 2828d | `2026-03-13T13:02:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `DavidSolanas` | [profile](https://github.com/DavidSolanas) | yes | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4469d | `2026-03-11T13:03:19Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
+| `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3525d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
-| `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1861d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — |
-| `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1667d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
+| `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
+| `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1862d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — |
+| `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
 | `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1763d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `frogNotToad` | [profile](https://github.com/frogNotToad) | no | CONTRIBUTOR | 586d | `2026-03-06T16:58:14Z` | 1 | 0 | mixed | low | low | — |
-| `gabrielfruet` | [profile](https://github.com/gabrielfruet) | no | FIRST_TIME_CONTRIBUTOR | 1681d | `2026-02-15T13:27:44Z` | 1 | 0 | mixed | moderate | low | — |
-| `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | NONE | 2284d | `2026-04-05T03:45:23Z` | 1 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `frogNotToad` | [profile](https://github.com/frogNotToad) | no | CONTRIBUTOR | 587d | `2026-03-06T16:58:14Z` | 1 | 0 | mixed | low | low | — |
+| `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | NONE | 2285d | `2026-04-05T03:45:23Z` | 1 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | FIRST_TIME_CONTRIBUTOR | 5d | `2026-04-12T10:14:58Z` | 1 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `giulio-leone` | [profile](https://github.com/giulio-leone) | no | NONE | 4422d | `2026-02-28T06:22:19Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `giulio-leone` | [profile](https://github.com/giulio-leone) | no | NONE | 4423d | `2026-02-28T06:22:19Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `gowthamr-tech` | [profile](https://github.com/gowthamr-tech) | no | CONTRIBUTOR | 341d | `2026-02-16T15:00:00Z` | 1 | 0 | strong | low | low | young account; no visible non-self stars |
-| `GS-GOAT` | [profile](https://github.com/GS-GOAT) | no | NONE | 1747d | `2026-02-21T13:45:15Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `hangjun-ezra` | [profile](https://github.com/hangjun-ezra) | no | CONTRIBUTOR | 650d | `2026-02-25T03:52:04Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2973d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
-| `hardikmeisheri` | [profile](https://github.com/hardikmeisheri) | no | FIRST_TIMER | 3946d | `2026-02-28T16:49:27Z` | 1 | 0 | strong | low | low | targets high-star repos |
+| `GS-GOAT` | [profile](https://github.com/GS-GOAT) | no | NONE | 1748d | `2026-02-21T13:45:15Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `hangjun-ezra` | [profile](https://github.com/hangjun-ezra) | no | CONTRIBUTOR | 651d | `2026-02-25T03:52:04Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
+| `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
+| `hardikmeisheri` | [profile](https://github.com/hardikmeisheri) | no | FIRST_TIMER | 3947d | `2026-02-28T16:49:27Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
-| `HemanthSai7` | [profile](https://github.com/HemanthSai7) | no | FIRST_TIME_CONTRIBUTOR | 2006d | `2026-03-29T20:35:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1645d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1514d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 107d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `HemanthSai7` | [profile](https://github.com/HemanthSai7) | no | FIRST_TIME_CONTRIBUTOR | 2007d | `2026-03-29T20:35:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 108d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `hongping-zh` | [profile](https://github.com/hongping-zh) | no | FIRST_TIME_CONTRIBUTOR | 1071d | `2026-03-03T04:42:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `huyxdang` | [profile](https://github.com/huyxdang) | no | NONE | 712d | `2026-02-16T13:31:17Z` | 1 | 0 | mixed | low | low | — |
+| `huyxdang` | [profile](https://github.com/huyxdang) | no | NONE | 713d | `2026-02-16T13:31:17Z` | 1 | 0 | mixed | low | low | — |
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 420d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
-| `iamaber` | [profile](https://github.com/iamaber) | no | NONE | 2043d | `2026-02-28T14:24:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `iamaber` | [profile](https://github.com/iamaber) | no | NONE | 2044d | `2026-02-28T14:24:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
-| `imstevenpmwork` | [profile](https://github.com/imstevenpmwork) | no | MEMBER | 2318d | `2026-02-26T20:09:20Z` | 1 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
+| `imstevenpmwork` | [profile](https://github.com/imstevenpmwork) | no | MEMBER | 2319d | `2026-02-26T20:09:20Z` | 1 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `itzyesse99-lgtm` | [profile](https://github.com/itzyesse99-lgtm) | no | NONE | 64d | `2026-02-16T12:01:26Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
-| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3689d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
+| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3690d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jaredw2289-svg` | [profile](https://github.com/Jaredw2289-svg) | no | NONE | ?d | `2026-03-04T06:03:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `JasonCZMeng` | [profile](https://github.com/JasonCZMeng) | no | NONE | 3598d | `2026-03-07T18:33:40Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Jay-IIT` | [profile](https://github.com/Jay-IIT) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-02-17T05:12:11Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `jblox26` | [profile](https://github.com/jblox26) | no | NONE | 75d | `2026-03-05T14:50:06Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jIab-b` | [profile](https://github.com/jIab-b) | no | FIRST_TIME_CONTRIBUTOR | 579d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `JiauZhang` | [profile](https://github.com/JiauZhang) | yes | FIRST_TIME_CONTRIBUTOR | 2917d | `2026-04-15T14:00:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `JiwaniZakir` | [profile](https://github.com/JiwaniZakir) | no | CONTRIBUTOR | 1384d | `2026-03-17T05:11:16Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `jIab-b` | [profile](https://github.com/jIab-b) | no | FIRST_TIME_CONTRIBUTOR | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `JiauZhang` | [profile](https://github.com/JiauZhang) | no | FIRST_TIME_CONTRIBUTOR | 2917d | `2026-04-15T14:00:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `JiwaniZakir` | [profile](https://github.com/JiwaniZakir) | no | CONTRIBUTOR | 1385d | `2026-03-17T05:11:16Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | NONE | 1082d | `2026-03-28T12:13:57Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `JokeYoonic` | [profile](https://github.com/JokeYoonic) | no | FIRST_TIME_CONTRIBUTOR | 770d | `2026-03-13T16:28:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `JonoLF` | [profile](https://github.com/JonoLF) | no | FIRST_TIME_CONTRIBUTOR | 1364d | `2026-02-23T15:09:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `JonoLF` | [profile](https://github.com/JonoLF) | no | FIRST_TIME_CONTRIBUTOR | 1365d | `2026-02-23T15:09:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JonusClapshaw` | [profile](https://github.com/JonusClapshaw) | no | NONE | 2428d | `2026-02-24T22:09:56Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars |
 | `joshuaswanson` | [profile](https://github.com/joshuaswanson) | no | FIRST_TIME_CONTRIBUTOR | 3496d | `2026-03-12T23:47:11Z` | 1 | 0 | weak | very high | low | high recent PR volume; very broad repo spread |
-| `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3492d | `2026-03-08T09:57:38Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 525d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 812d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
-| `kathrynle20` | [profile](https://github.com/kathrynle20) | no | CONTRIBUTOR | 2322d | `2026-02-25T22:15:15Z` | 1 | 0 | strong | low | low | — |
-| `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 210d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
+| `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3492d | `2026-03-08T09:57:38Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
+| `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 813d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
+| `kathrynle20` | [profile](https://github.com/kathrynle20) | no | CONTRIBUTOR | 2323d | `2026-02-25T22:15:15Z` | 1 | 0 | strong | low | low | — |
+| `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
+| `kevinmalana` | [profile](https://github.com/kevinmalana) | yes | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `kulkarni-rohan` | [profile](https://github.com/kulkarni-rohan) | no | FIRST_TIME_CONTRIBUTOR | 3161d | `2026-03-14T20:01:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lakprigan` | [profile](https://github.com/lakprigan) | no | FIRST_TIMER | 4756d | `2026-02-16T19:16:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `layla1824` | [profile](https://github.com/layla1824) | no | FIRST_TIMER | 2240d | `2026-03-26T16:48:53Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 609d | `2026-03-01T07:34:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
+| `layla1824` | [profile](https://github.com/layla1824) | no | FIRST_TIMER | 2241d | `2026-03-26T16:48:53Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 610d | `2026-03-01T07:34:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `liding-nv` | [profile](https://github.com/liding-nv) | no | CONTRIBUTOR | 226d | `2026-03-02T13:22:21Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
-| `likejazz` | [profile](https://github.com/likejazz) | no | CONTRIBUTOR | 5242d | `2026-02-26T14:30:24Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `louzongzhi` | [profile](https://github.com/louzongzhi) | no | FIRST_TIME_CONTRIBUTOR | 1324d | `2026-04-14T05:14:08Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `likejazz` | [profile](https://github.com/likejazz) | no | CONTRIBUTOR | 5243d | `2026-02-26T14:30:24Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `louzongzhi` | [profile](https://github.com/louzongzhi) | no | FIRST_TIME_CONTRIBUTOR | 1325d | `2026-04-14T05:14:08Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `lowzhao` | [profile](https://github.com/lowzhao) | no | CONTRIBUTOR | 3243d | `2026-04-06T08:41:40Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `LucasMa2025` | [profile](https://github.com/LucasMa2025) | no | FIRST_TIMER | 79d | `2026-03-14T17:13:34Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 1 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
-| `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 582d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2058d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 583d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos |
+| `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `marvinzh` | [profile](https://github.com/marvinzh) | no | FIRST_TIME_CONTRIBUTOR | 4428d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4206d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | — |
+| `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `milesial` | [profile](https://github.com/milesial) | no | CONTRIBUTOR | 3196d | `2026-03-31T01:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3201d | `2026-03-04T00:42:43Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2960d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
-| `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1012d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1151d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `moktamd` | [profile](https://github.com/moktamd) | no | NONE | 1373d | `2026-03-11T10:32:26Z` | 1 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `mrutkows` | [profile](https://github.com/mrutkows) | no | FIRST_TIME_CONTRIBUTOR | 4331d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `mtthw13` | [profile](https://github.com/mtthw13) | no | FIRST_TIME_CONTRIBUTOR | 2826d | `2026-02-17T01:39:33Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `MukundaKatta` | [profile](https://github.com/MukundaKatta) | yes | NONE | 1526d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
-| `n0kovo` | [profile](https://github.com/n0kovo) | no | FIRST_TIME_CONTRIBUTOR | 3745d | `2026-02-28T00:24:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `N3u0ns` | [profile](https://github.com/N3u0ns) | no | NONE | 2361d | `2026-03-01T13:53:58Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `NabilMch` | [profile](https://github.com/NabilMch) | no | NONE | 2337d | `2026-02-28T15:11:37Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `nakigami` | [profile](https://github.com/nakigami) | no | NONE | 2959d | `2026-03-08T01:30:39Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3180d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
-| `neo` | [profile](https://github.com/neo) | no | CONTRIBUTOR | 4210d | `2026-03-12T19:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `nexiouscaliver` | [profile](https://github.com/nexiouscaliver) | no | FIRST_TIME_CONTRIBUTOR | 2147d | `2026-02-14T12:26:19Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
+| `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `moktamd` | [profile](https://github.com/moktamd) | no | NONE | 1374d | `2026-03-11T10:32:26Z` | 1 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `mrutkows` | [profile](https://github.com/mrutkows) | no | FIRST_TIME_CONTRIBUTOR | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `mtthw13` | [profile](https://github.com/mtthw13) | no | FIRST_TIME_CONTRIBUTOR | 2827d | `2026-02-17T01:39:33Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
+| `n0kovo` | [profile](https://github.com/n0kovo) | no | FIRST_TIME_CONTRIBUTOR | 3746d | `2026-02-28T00:24:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `N3u0ns` | [profile](https://github.com/N3u0ns) | no | NONE | 2362d | `2026-03-01T13:53:58Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `NabilMch` | [profile](https://github.com/NabilMch) | no | NONE | 2338d | `2026-02-28T15:11:37Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `nakigami` | [profile](https://github.com/nakigami) | no | NONE | 2960d | `2026-03-08T01:30:39Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3181d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
+| `neo` | [profile](https://github.com/neo) | no | CONTRIBUTOR | 4211d | `2026-03-12T19:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4095d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `nikste` | [profile](https://github.com/nikste) | no | NONE | 4016d | `2026-02-22T23:40:56Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 518d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `nikste` | [profile](https://github.com/nikste) | no | NONE | 4017d | `2026-02-22T23:40:56Z` | 1 | 0 | strong | low | low | high recent PR volume |
+| `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 519d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 160d | `2026-03-30T15:02:06Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `overcastbulb` | [profile](https://github.com/overcastbulb) | no | NONE | 1529d | `2026-02-27T14:37:19Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
-| `owwll` | [profile](https://github.com/owwll) | no | NONE | 635d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `partacc` | [profile](https://github.com/partacc) | no | NONE | 281d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
+| `overcastbulb` | [profile](https://github.com/overcastbulb) | no | NONE | 1530d | `2026-02-27T14:37:19Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
+| `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `partacc` | [profile](https://github.com/partacc) | no | NONE | 282d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
 | `parthchopra07` | [profile](https://github.com/parthchopra07) | no | FIRST_TIMER | 1545d | `2026-02-22T18:32:16Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `pdwi2020` | [profile](https://github.com/pdwi2020) | no | FIRST_TIME_CONTRIBUTOR | 1995d | `2026-02-15T07:26:52Z` | 1 | 0 | weak | high | medium | broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `popotest` | [profile](https://github.com/popotest) | no | NONE | 77d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4775d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3042d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
-| `pranay-3108` | [profile](https://github.com/pranay-3108) | no | NONE | 349d | `2026-03-11T05:13:57Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3043d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
+| `pranay-3108` | [profile](https://github.com/pranay-3108) | no | NONE | 350d | `2026-03-11T05:13:57Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `rain-1` | [profile](https://github.com/rain-1) | no | FIRST_TIME_CONTRIBUTOR | 3706d | `2026-03-10T07:09:07Z` | 1 | 0 | weak | low | low | high open PR share |
-| `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 167d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
+| `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `RishabhMehra` | [profile](https://github.com/RishabhMehra) | no | FIRST_TIMER | 3359d | `2026-02-25T12:49:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Rohang2005` | [profile](https://github.com/Rohang2005) | no | NONE | 816d | `2026-03-04T08:13:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `Rohang2005` | [profile](https://github.com/Rohang2005) | no | NONE | 817d | `2026-03-04T08:13:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `rsmed31` | [profile](https://github.com/rsmed31) | no | NONE | 1321d | `2026-03-14T23:57:14Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `rtrompier` | [profile](https://github.com/rtrompier) | yes | MEMBER | 4938d | `2026-04-15T08:26:45Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
-| `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | FIRST_TIME_CONTRIBUTOR | 3215d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `rudybear` | [profile](https://github.com/rudybear) | no | FIRST_TIME_CONTRIBUTOR | 5026d | `2026-02-17T07:18:13Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `rwtarpit` | [profile](https://github.com/rwtarpit) | no | FIRST_TIME_CONTRIBUTOR | 591d | `2026-02-15T17:27:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | FIRST_TIME_CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `rudybear` | [profile](https://github.com/rudybear) | no | FIRST_TIME_CONTRIBUTOR | 5027d | `2026-02-17T07:18:13Z` | 1 | 0 | weak | moderate | low | high open PR share |
+| `rwtarpit` | [profile](https://github.com/rwtarpit) | no | FIRST_TIME_CONTRIBUTOR | 592d | `2026-02-15T17:27:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ryan-J-MAX` | [profile](https://github.com/Ryan-J-MAX) | no | NONE | 1876d | `2026-02-24T10:48:54Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | FIRST_TIME_CONTRIBUTOR | 1795d | `2026-04-06T18:01:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3281d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1240d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 57d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
+| `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
 | `sahilmaniyar888` | [profile](https://github.com/sahilmaniyar888) | no | NONE | 826d | `2026-03-02T11:40:49Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 36d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `samuelleecong` | [profile](https://github.com/samuelleecong) | no | FIRST_TIME_CONTRIBUTOR | 2187d | `2026-02-19T16:31:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 50d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
+| `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 51d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 929d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
+| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 930d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
-| `Sid-V5` | [profile](https://github.com/Sid-V5) | no | FIRST_TIME_CONTRIBUTOR | 1019d | `2026-02-15T19:51:35Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `somAzzz` | [profile](https://github.com/somAzzz) | no | FIRST_TIMER | 3172d | `2026-02-25T22:43:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `songyuc` | [profile](https://github.com/songyuc) | no | FIRST_TIME_CONTRIBUTOR | 3291d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2934d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 78d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
-| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 407d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
-| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 748d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 562d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `songyuc` | [profile](https://github.com/songyuc) | no | FIRST_TIME_CONTRIBUTOR | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `Spectual` | [profile](https://github.com/Spectual) | yes | FIRST_TIME_CONTRIBUTOR | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
+| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
+| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 749d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 563d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 429d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `vxa8502` | [profile](https://github.com/vxa8502) | no | NONE | 430d | `2026-03-13T22:49:59Z` | 1 | 0 | weak | low | low | targets high-star repos |
-| `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4836d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
+| `vxa8502` | [profile](https://github.com/vxa8502) | no | NONE | 431d | `2026-03-13T22:49:59Z` | 1 | 0 | weak | low | low | targets high-star repos |
+| `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `XingyuHu109` | [profile](https://github.com/XingyuHu109) | no | NONE | 1517d | `2026-03-05T21:14:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 480d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 481d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
-| `yashbora9` | [profile](https://github.com/yashbora9) | no | FIRST_TIMER | 2179d | `2026-02-15T19:32:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `yoginlangalia` | [profile](https://github.com/yoginlangalia) | no | NONE | 224d | `2026-02-27T06:40:02Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
-| `yushiran` | [profile](https://github.com/yushiran) | no | CONTRIBUTOR | 1871d | `2026-02-23T19:50:05Z` | 1 | 0 | mixed | moderate | low | — |
+| `yoginlangalia` | [profile](https://github.com/yoginlangalia) | no | NONE | 225d | `2026-02-27T06:40:02Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `yushiran` | [profile](https://github.com/yushiran) | no | CONTRIBUTOR | 1872d | `2026-02-23T19:50:05Z` | 1 | 0 | mixed | moderate | low | — |
 | `zendy199x` | [profile](https://github.com/zendy199x) | no | NONE | 2543d | `2026-03-29T15:50:04Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
-| `zFlux` | [profile](https://github.com/zFlux) | no | FIRST_TIME_CONTRIBUTOR | 4240d | `2026-04-12T03:38:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `zFlux` | [profile](https://github.com/zFlux) | no | FIRST_TIME_CONTRIBUTOR | 4241d | `2026-04-12T03:38:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `zozo123` | [profile](https://github.com/zozo123) | no | NONE | 5577d | `2026-04-05T19:00:26Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIMER | 4383d | `2026-03-03T07:50:39Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
 ## Contributors
 
-### `Cyrilvallez`
-
-- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
-- repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-15T08:06:53Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **74**
-- snapshot authored PRs/issues: **74 PRs / 0 issues**
-- snapshot discussion activity: **190 comments / 252 reviews / 410 review comments**
-- account age: **2034 days**
-- recent public PR activity: **47 PRs** (42 merged / 2 closed-unmerged / 3 open; merged rate **89%**, closed-unmerged rate **4%**, open rate **6%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #45448: Fix clips](https://github.com/huggingface/transformers/pull/45448) — open
-- [PR #45358: Fix vlm weight mappings](https://github.com/huggingface/transformers/pull/45358) — closed, merged
-- [PR #45347: [gemma4] Fix device map auto](https://github.com/huggingface/transformers/pull/45347) — closed, merged
-
 ### `tarekziade`
 
 - profile: [github.com/tarekziade](https://github.com/tarekziade)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-04-15T15:45:35Z`
+- repo last seen: `2026-04-16T12:01:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **79**
-- snapshot authored PRs/issues: **73 PRs / 6 issues**
-- snapshot discussion activity: **138 comments / 155 reviews / 146 review comments**
-- account age: **5837 days**
-- recent public PR activity: **105 PRs** (89 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
+- repo primary artifacts: **80**
+- snapshot authored PRs/issues: **74 PRs / 6 issues**
+- snapshot discussion activity: **138 comments / 156 reviews / 147 review comments**
+- account age: **5838 days**
+- recent public PR activity: **106 PRs** (89 merged / 3 closed-unmerged / 14 open; merged rate **84%**, closed-unmerged rate **3%**, open rate **13%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **extremely high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45475: chore(qa): split out mlinter](https://github.com/huggingface/transformers/pull/45475) — open
 - [PR #45462: chore(sec): added a handful of security checks](https://github.com/huggingface/transformers/pull/45462) — open
 - [PR #45456: refactor(qa): extend extras so ty can run on server modules](https://github.com/huggingface/transformers/pull/45456) — closed, merged
-- [PR #45432: chore(qa): split pipeline and add type checking](https://github.com/huggingface/transformers/pull/45432) — open
 - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — open
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — open
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — open
 
+### `Cyrilvallez`
+
+- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
+- repo first seen: `2025-03-19T10:58:02Z`
+- repo last seen: `2026-04-16T07:19:15Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **74**
+- snapshot authored PRs/issues: **74 PRs / 0 issues**
+- snapshot discussion activity: **190 comments / 254 reviews / 412 review comments**
+- account age: **2035 days**
+- recent public PR activity: **47 PRs** (42 merged / 2 closed-unmerged / 3 open; merged rate **89%**, closed-unmerged rate **4%**, open rate **6%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #45448: [loading] Clean way to add/remove full parts in checkpoint names](https://github.com/huggingface/transformers/pull/45448) — open
+- [PR #45358: Fix vlm weight mappings](https://github.com/huggingface/transformers/pull/45358) — closed, merged
+- [PR #45347: [gemma4] Fix device map auto](https://github.com/huggingface/transformers/pull/45347) — closed, merged
+
 ### `ydshieh`
 
 - profile: [github.com/ydshieh](https://github.com/ydshieh)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-04-15T12:12:59Z`
+- repo last seen: `2026-04-16T20:10:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **70**
-- snapshot authored PRs/issues: **70 PRs / 0 issues**
+- repo primary artifacts: **72**
+- snapshot authored PRs/issues: **72 PRs / 0 issues**
 - snapshot discussion activity: **92 comments / 164 reviews / 123 review comments**
-- account age: **4936 days**
-- recent public PR activity: **47 PRs** (38 merged / 3 closed-unmerged / 6 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **13%**)
+- account age: **4937 days**
+- recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45484: Minor update](https://github.com/huggingface/transformers/pull/45484) — closed, merged
+- [PR #45476: [Don't merge] Call CI workflow](https://github.com/huggingface/transformers/pull/45476) — open
 - [PR #45429: Improve workflow file](https://github.com/huggingface/transformers/pull/45429) — closed
-- [PR #45268: Fix `Qwen2IntegrationTest`](https://github.com/huggingface/transformers/pull/45268) — closed, merged
-- [PR #45263: Add `hasattr(torch.backends.cudnn, "conv")` to `conftest.py`](https://github.com/huggingface/transformers/pull/45263) — closed, merged
 
 ### `zucchini-nlp`
 
@@ -468,22 +466,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-04-15T16:25:28Z`
+- repo last seen: `2026-04-16T15:52:42Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **63**
-- snapshot authored PRs/issues: **63 PRs / 0 issues**
-- snapshot discussion activity: **432 comments / 616 reviews / 1460 review comments**
-- account age: **1506 days**
-- recent public PR activity: **46 PRs** (31 merged / 5 closed-unmerged / 10 open; merged rate **67%**, closed-unmerged rate **11%**, open rate **22%**)
+- repo primary artifacts: **65**
+- snapshot authored PRs/issues: **65 PRs / 0 issues**
+- snapshot discussion activity: **439 comments / 625 reviews / 1490 review comments**
+- account age: **1507 days**
+- recent public PR activity: **48 PRs** (32 merged / 5 closed-unmerged / 11 open; merged rate **67%**, closed-unmerged rate **10%**, open rate **23%**)
 - public orgs: `huggingface`, `deeppavlov`
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45481: Add check-auto in repo-consistency and fix sorting](https://github.com/huggingface/transformers/pull/45481) — open
+- [PR #45477: [WIP] Add blockwise mask fn as opt arg for all masking functions](https://github.com/huggingface/transformers/pull/45477) — open
 - [PR #45454: Gemma4 training with text-only samples](https://github.com/huggingface/transformers/pull/45454) — open
-- [PR #45400: Fix Qwen2.5VL temporal grid positions](https://github.com/huggingface/transformers/pull/45400) — closed, merged
-- [PR #45398: Add example for iterative chatting with MLLMs](https://github.com/huggingface/transformers/pull/45398) — closed, merged
 
 ### `kaixuanliu`
 
@@ -491,11 +489,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-04-14T14:14:53Z`
+- repo last seen: `2026-04-16T07:44:20Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **61**
-- snapshot authored PRs/issues: **57 PRs / 4 issues**
+- repo primary artifacts: **62**
+- snapshot authored PRs/issues: **58 PRs / 4 issues**
 - snapshot discussion activity: **50 comments / 44 reviews / 44 review comments**
 - account age: **3933 days**
 - recent public PR activity: **33 PRs** (24 merged / 6 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **18%**, open rate **9%**)
@@ -504,9 +502,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45470: skip test_flash_attn_2_can_dispatch_composite_models tests for](https://github.com/huggingface/transformers/pull/45470) — open
 - [PR #45410: fix(altclip): fix failing tests](https://github.com/huggingface/transformers/pull/45410) — closed, draft
 - [PR #45407: avoid wrap 4bit-quantized model into DP](https://github.com/huggingface/transformers/pull/45407) — closed, merged
-- [PR #45403: fix(clipseg): fix 2 failing tests](https://github.com/huggingface/transformers/pull/45403) — closed, merged
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — open
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -517,13 +515,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-04-15T11:54:28Z`
+- repo last seen: `2026-04-16T21:00:13Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **45**
 - snapshot authored PRs/issues: **43 PRs / 2 issues**
-- snapshot discussion activity: **130 comments / 442 reviews / 929 review comments**
-- account age: **2588 days**
+- snapshot discussion activity: **130 comments / 444 reviews / 932 review comments**
+- account age: **2589 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -542,22 +540,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc)
 - repo first seen: `2024-11-15T13:51:28Z`
-- repo last seen: `2026-04-15T20:41:45Z`
+- repo last seen: `2026-04-16T15:23:30Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **39**
-- snapshot authored PRs/issues: **38 PRs / 1 issues**
-- snapshot discussion activity: **154 comments / 255 reviews / 373 review comments**
-- account age: **2359 days**
-- recent public PR activity: **33 PRs** (27 merged / 3 closed-unmerged / 3 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**)
+- repo primary artifacts: **40**
+- snapshot authored PRs/issues: **39 PRs / 1 issues**
+- snapshot discussion activity: **156 comments / 257 reviews / 375 review comments**
+- account age: **2360 days**
+- recent public PR activity: **34 PRs** (28 merged / 3 closed-unmerged / 3 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45463: Fix response api support ](https://github.com/huggingface/transformers/pull/45463) — open
+- [PR #45480: Update quants tests ](https://github.com/huggingface/transformers/pull/45480) — open
+- [PR #45463: Fix response api support ](https://github.com/huggingface/transformers/pull/45463) — closed, merged
 - [PR #45434: better grad acc tests](https://github.com/huggingface/transformers/pull/45434) — closed, merged
-- [PR #45220: Multimodal serve support ](https://github.com/huggingface/transformers/pull/45220) — closed, merged
 - [Issue #43595: Tell Us: What Would Make Trainer Better?](https://github.com/huggingface/transformers/issues/43595) — open
 
 ### `Rocketknight1`
@@ -566,13 +564,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-04-15T12:17:46Z`
+- repo last seen: `2026-04-16T10:57:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **37**
 - snapshot authored PRs/issues: **37 PRs / 0 issues**
-- snapshot discussion activity: **510 comments / 198 reviews / 115 review comments**
-- account age: **3960 days**
+- snapshot discussion activity: **514 comments / 198 reviews / 115 review comments**
+- account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -589,22 +587,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-04-15T16:49:01Z`
+- repo last seen: `2026-04-16T19:57:25Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **36**
-- snapshot authored PRs/issues: **35 PRs / 1 issues**
-- snapshot discussion activity: **427 comments / 718 reviews / 3092 review comments**
-- account age: **1989 days**
-- recent public PR activity: **20 PRs** (12 merged / 3 closed-unmerged / 5 open; merged rate **60%**, closed-unmerged rate **15%**, open rate **25%**)
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **36 PRs / 1 issues**
+- snapshot discussion activity: **432 comments / 726 reviews / 3127 review comments**
+- account age: **1990 days**
+- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45483: [`Conversion Mapping`] Small fixups](https://github.com/huggingface/transformers/pull/45483) — open
 - [PR #45420: [`Kernels`] Fix kernel function registration](https://github.com/huggingface/transformers/pull/45420) — open, draft
 - [PR #45404: [`Tokenizers`] Move gpt sw3 tokenizer out](https://github.com/huggingface/transformers/pull/45404) — closed, merged
-- [PR #45153: [`FA`] Native torch integration](https://github.com/huggingface/transformers/pull/45153) — open, draft
 - [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
 
 ### `stevhliu`
@@ -613,12 +611,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2025-01-06T17:52:26Z`
-- repo last seen: `2026-04-15T16:18:42Z`
+- repo last seen: `2026-04-16T16:47:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **33 PRs / 1 issues**
-- snapshot discussion activity: **25 comments / 101 reviews / 143 review comments**
+- repo primary artifacts: **35**
+- snapshot authored PRs/issues: **34 PRs / 1 issues**
+- snapshot discussion activity: **25 comments / 102 reviews / 143 review comments**
 - account age: **2295 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
@@ -626,9 +624,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
+- [PR #45465: [docs] contributing](https://github.com/huggingface/transformers/pull/45465) — open, draft
 - [PR #45327: [docs] modular transformers](https://github.com/huggingface/transformers/pull/45327) — open, draft
 - [PR #45271: [docs] vlm addition](https://github.com/huggingface/transformers/pull/45271) — closed, merged
-- [PR #45232: [docs] static model rules](https://github.com/huggingface/transformers/pull/45232) — closed, merged
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 
 ### `harshaljanjani`
@@ -637,13 +635,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
 - repo first seen: `2025-09-17T20:29:13Z`
-- repo last seen: `2026-04-14T15:45:08Z`
+- repo last seen: `2026-04-16T06:55:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **51**
 - snapshot authored PRs/issues: **31 PRs / 20 issues**
-- snapshot discussion activity: **94 comments / 103 reviews / 103 review comments**
-- account age: **1959 days**
+- snapshot discussion activity: **95 comments / 119 reviews / 119 review comments**
+- account age: **1960 days**
 - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -663,13 +661,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
 - repo first seen: `2024-10-21T07:08:47Z`
-- repo last seen: `2026-04-15T13:47:57Z`
+- repo last seen: `2026-04-16T14:32:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **27**
 - snapshot authored PRs/issues: **27 PRs / 0 issues**
-- snapshot discussion activity: **32 comments / 43 reviews / 29 review comments**
-- account age: **3137 days**
+- snapshot discussion activity: **33 comments / 43 reviews / 29 review comments**
+- account age: **3138 days**
 - recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -692,8 +690,8 @@ Example artifacts:
 - repo primary artifacts: **24**
 - snapshot authored PRs/issues: **24 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 8 reviews / 8 review comments**
-- account age: **3695 days**
-- recent public PR activity: **203 PRs** (140 merged / 40 closed-unmerged / 23 open; merged rate **69%**, closed-unmerged rate **20%**, open rate **11%**)
+- account age: **3696 days**
+- recent public PR activity: **203 PRs** (140 merged / 41 closed-unmerged / 22 open; merged rate **69%**, closed-unmerged rate **20%**, open rate **11%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **extremely high recent PR volume**
@@ -738,7 +736,7 @@ Example artifacts:
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **22 PRs / 0 issues**
 - snapshot discussion activity: **41 comments / 157 reviews / 323 review comments**
-- account age: **1976 days**
+- account age: **1977 days**
 - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -755,13 +753,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-04-15T01:41:00Z`
+- repo last seen: `2026-04-16T09:20:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **19**
 - snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **34 comments / 103 reviews / 117 review comments**
-- account age: **1811 days**
+- snapshot discussion activity: **35 comments / 104 reviews / 118 review comments**
+- account age: **1812 days**
 - recent public PR activity: **13 PRs** (11 merged / 0 closed-unmerged / 2 open; merged rate **85%**, closed-unmerged rate **0%**, open rate **15%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -778,22 +776,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atomaarsen)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atomaarsen)
 - repo first seen: `2025-12-02T16:00:11Z`
-- repo last seen: `2026-04-15T13:27:22Z`
+- repo last seen: `2026-04-16T12:15:13Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **24**
 - snapshot authored PRs/issues: **18 PRs / 6 issues**
-- snapshot discussion activity: **49 comments / 155 reviews / 152 review comments**
-- account age: **2947 days**
-- recent public PR activity: **47 PRs** (39 merged / 3 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **6%**, open rate **11%**)
+- snapshot discussion activity: **53 comments / 155 reviews / 152 review comments**
+- account age: **2948 days**
+- recent public PR activity: **51 PRs** (48 merged / 3 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `nltk`, `huggingface`, `embeddings-benchmark`, `Hugging-Face-Helping-Hand`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45457: Allow loading Qwen Thinker 'base' models without generative head](https://github.com/huggingface/transformers/pull/45457) — open
-- [PR #45455: [`fix`] Make Qwen2_5OmniProcessor warning a lot less noisy via warning_once](https://github.com/huggingface/transformers/pull/45455) — open
-- [PR #45444: [`fix`] Always early return for non-Mistral models in _patch_mistral_regex](https://github.com/huggingface/transformers/pull/45444) — open
+- [PR #45457: Allow loading Qwen Thinker 'base' models without generative head](https://github.com/huggingface/transformers/pull/45457) — closed, merged
+- [PR #45455: [`fix`] Make Qwen2_5OmniProcessor warning a lot less noisy via warning_once](https://github.com/huggingface/transformers/pull/45455) — closed, merged
+- [PR #45444: [`fix`] Always early return for non-Mistral models in _patch_mistral_regex](https://github.com/huggingface/transformers/pull/45444) — closed, merged
 - [Issue #45030: tiny-random glm4v configuration can't load due to config validation changes](https://github.com/huggingface/transformers/issues/45030) — closed
 - [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
 - [Issue #44625: Qwen3.5 `num_labels` not propagated from core config to text config](https://github.com/huggingface/transformers/issues/44625) — open
@@ -810,8 +808,8 @@ Example artifacts:
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **18 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **33 days**
-- recent public PR activity: **484 PRs** (50 merged / 302 closed-unmerged / 132 open; merged rate **10%**, closed-unmerged rate **62%**, open rate **27%**)
+- account age: **34 days**
+- recent public PR activity: **484 PRs** (50 merged / 303 closed-unmerged / 131 open; merged rate **10%**, closed-unmerged rate **63%**, open rate **27%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
@@ -827,13 +825,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-04-15T14:14:58Z`
+- repo last seen: `2026-04-16T16:09:55Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **16 PRs / 0 issues**
-- snapshot discussion activity: **28 comments / 111 reviews / 239 review comments**
-- account age: **1605 days**
+- snapshot discussion activity: **28 comments / 115 reviews / 243 review comments**
+- account age: **1606 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -879,8 +877,8 @@ Example artifacts:
 - repo primary artifacts: **28**
 - snapshot authored PRs/issues: **15 PRs / 13 issues**
 - snapshot discussion activity: **33 comments / 39 reviews / 38 review comments**
-- account age: **2690 days**
-- recent public PR activity: **124 PRs** (96 merged / 5 closed-unmerged / 23 open; merged rate **77%**, closed-unmerged rate **4%**, open rate **19%**)
+- account age: **2691 days**
+- recent public PR activity: **124 PRs** (99 merged / 5 closed-unmerged / 20 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **extremely high recent PR volume; targets high-star repos**
@@ -905,7 +903,7 @@ Example artifacts:
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **15 PRs / 3 issues**
 - snapshot discussion activity: **20 comments / 34 reviews / 34 review comments**
-- account age: **2596 days**
+- account age: **2597 days**
 - recent public PR activity: **95 PRs** (67 merged / 19 closed-unmerged / 9 open; merged rate **71%**, closed-unmerged rate **20%**, open rate **9%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -925,13 +923,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-04-15T13:03:52Z`
+- repo last seen: `2026-04-16T13:18:39Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **15 PRs / 2 issues**
-- snapshot discussion activity: **31 comments / 133 reviews / 111 review comments**
-- account age: **2352 days**
+- snapshot discussion activity: **31 comments / 134 reviews / 112 review comments**
+- account age: **2353 days**
 - recent public PR activity: **22 PRs** (15 merged / 2 closed-unmerged / 5 open; merged rate **68%**, closed-unmerged rate **9%**, open rate **23%**)
 - public orgs: `huggingface`, `Chouafa`
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -950,12 +948,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asywangyi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asywangyi)
 - repo first seen: `2025-12-16T08:22:52Z`
-- repo last seen: `2026-04-13T00:52:58Z`
+- repo last seen: `2026-04-16T07:06:42Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **15 comments / 10 reviews / 10 review comments**
+- snapshot discussion activity: **15 comments / 11 reviews / 11 review comments**
 - account age: **2995 days**
 - recent public PR activity: **16 PRs** (12 merged / 0 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: none visible
@@ -980,7 +978,7 @@ Example artifacts:
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **14 PRs / 2 issues**
 - snapshot discussion activity: **20 comments / 47 reviews / 20 review comments**
-- account age: **3590 days**
+- account age: **3591 days**
 - recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
 - public orgs: `huggingface`, `vllm-project`
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -1005,7 +1003,7 @@ Example artifacts:
 - repo primary artifacts: **14**
 - snapshot authored PRs/issues: **14 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 7 reviews / 7 review comments**
-- account age: **3363 days**
+- account age: **3364 days**
 - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -1028,7 +1026,7 @@ Example artifacts:
 - repo primary artifacts: **14**
 - snapshot authored PRs/issues: **14 PRs / 0 issues**
 - snapshot discussion activity: **14 comments / 0 reviews / 0 review comments**
-- account age: **2867 days**
+- account age: **2868 days**
 - recent public PR activity: **69 PRs** (41 merged / 4 closed-unmerged / 24 open; merged rate **59%**, closed-unmerged rate **6%**, open rate **35%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
@@ -1051,7 +1049,7 @@ Example artifacts:
 - repo primary artifacts: **14**
 - snapshot authored PRs/issues: **14 PRs / 0 issues**
 - snapshot discussion activity: **21 comments / 26 reviews / 26 review comments**
-- account age: **1743 days**
+- account age: **1744 days**
 - recent public PR activity: **12 PRs** (11 merged / 1 closed-unmerged / 0 open; merged rate **92%**, closed-unmerged rate **8%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -1097,7 +1095,7 @@ Example artifacts:
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **13 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3348 days**
+- account age: **3349 days**
 - recent public PR activity: **134 PRs** (12 merged / 46 closed-unmerged / 76 open; merged rate **9%**, closed-unmerged rate **34%**, open rate **57%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
@@ -1143,7 +1141,7 @@ Example artifacts:
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **12 PRs / 0 issues**
 - snapshot discussion activity: **27 comments / 32 reviews / 29 review comments**
-- account age: **6568 days**
+- account age: **6569 days**
 - recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -1192,7 +1190,7 @@ Example artifacts:
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
 - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **1749 days**
+- account age: **1750 days**
 - recent public PR activity: **23 PRs** (4 merged / 14 closed-unmerged / 5 open; merged rate **17%**, closed-unmerged rate **61%**, open rate **22%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
@@ -1209,12 +1207,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-04-13T14:26:21Z`
+- repo last seen: `2026-04-16T09:26:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
-- snapshot discussion activity: **50 comments / 190 reviews / 626 review comments**
+- snapshot discussion activity: **50 comments / 191 reviews / 631 review comments**
 - account age: **4682 days**
 - recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**)
 - public orgs: `LCAV`
@@ -1238,7 +1236,7 @@ Example artifacts:
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
 - snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
-- account age: **835 days**
+- account age: **836 days**
 - recent public PR activity: **12 PRs** (1 merged / 11 closed-unmerged / 0 open; merged rate **8%**, closed-unmerged rate **92%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -1261,7 +1259,7 @@ Example artifacts:
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **337 days**
+- account age: **338 days**
 - recent public PR activity: **335 PRs** (37 merged / 296 closed-unmerged / 2 open; merged rate **11%**, closed-unmerged rate **88%**, open rate **1%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
@@ -1307,7 +1305,7 @@ Example artifacts:
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2019 days**
+- account age: **2020 days**
 - recent public PR activity: **97 PRs** (6 merged / 40 closed-unmerged / 51 open; merged rate **6%**, closed-unmerged rate **41%**, open rate **53%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
@@ -1330,7 +1328,7 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **972 days**
+- account age: **973 days**
 - recent public PR activity: **71 PRs** (3 merged / 68 closed-unmerged / 0 open; merged rate **4%**, closed-unmerged rate **96%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
@@ -1353,8 +1351,8 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **24 comments / 10 reviews / 10 review comments**
-- account age: **5679 days**
-- recent public PR activity: **273 PRs** (261 merged / 7 closed-unmerged / 5 open; merged rate **96%**, closed-unmerged rate **3%**, open rate **2%**)
+- account age: **5680 days**
+- recent public PR activity: **279 PRs** (265 merged / 8 closed-unmerged / 6 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **extremely high recent PR volume**
@@ -1376,7 +1374,7 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **11 comments / 31 reviews / 18 review comments**
-- account age: **5707 days**
+- account age: **5708 days**
 - recent public PR activity: **103 PRs** (86 merged / 5 closed-unmerged / 12 open; merged rate **84%**, closed-unmerged rate **5%**, open rate **12%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **high**, automation risk **low**
@@ -1393,13 +1391,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acasinca)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acasinca)
 - repo first seen: `2025-12-10T12:31:18Z`
-- repo last seen: `2026-04-14T21:51:13Z`
+- repo last seen: `2026-04-16T14:41:25Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **6 PRs / 2 issues**
-- snapshot discussion activity: **8 comments / 4 reviews / 4 review comments**
-- account age: **2625 days**
+- snapshot discussion activity: **8 comments / 6 reviews / 6 review comments**
+- account age: **2626 days**
 - recent public PR activity: **20 PRs** (15 merged / 1 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **5%**, open rate **20%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -1424,7 +1422,7 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **2568 days**
+- account age: **2569 days**
 - recent public PR activity: **54 PRs** (19 merged / 12 closed-unmerged / 23 open; merged rate **35%**, closed-unmerged rate **22%**, open rate **43%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
@@ -1447,7 +1445,7 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
 - snapshot discussion activity: **16 comments / 26 reviews / 26 review comments**
-- account age: **1646 days**
+- account age: **1647 days**
 - recent public PR activity: **11 PRs** (9 merged / 2 closed-unmerged / 0 open; merged rate **82%**, closed-unmerged rate **18%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -1470,8 +1468,8 @@ Example artifacts:
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **5 PRs / 3 issues**
 - snapshot discussion activity: **10 comments / 9 reviews / 6 review comments**
-- account age: **4255 days**
-- recent public PR activity: **155 PRs** (142 merged / 10 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **6%**, open rate **2%**)
+- account age: **4256 days**
+- recent public PR activity: **157 PRs** (142 merged / 10 closed-unmerged / 5 open; merged rate **90%**, closed-unmerged rate **6%**, open rate **3%**)
 - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **extremely high recent PR volume; targets high-star repos**
@@ -1496,7 +1494,7 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **5 PRs / 2 issues**
 - snapshot discussion activity: **14 comments / 26 reviews / 36 review comments**
-- account age: **3175 days**
+- account age: **3176 days**
 - recent public PR activity: **7 PRs** (5 merged / 1 closed-unmerged / 1 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**)
 - public orgs: `conda-forge`, `huggingface`, `ProjectBlackFalcon`, `PyTorch-Community-Voices`, `PyTorch-GitHub-Badge-Ecosystem-Day`, `Hugging-Face-Supporter`, `Hugging-Face-Helping-Hand`
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -1521,7 +1519,7 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **784 days**
+- account age: **785 days**
 - recent public PR activity: **35 PRs** (7 merged / 7 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **20%**, open rate **60%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
@@ -1544,8 +1542,8 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **3496 days**
-- recent public PR activity: **172 PRs** (49 merged / 50 closed-unmerged / 73 open; merged rate **28%**, closed-unmerged rate **29%**, open rate **42%**)
+- account age: **3497 days**
+- recent public PR activity: **173 PRs** (49 merged / 50 closed-unmerged / 74 open; merged rate **28%**, closed-unmerged rate **29%**, open rate **43%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -1567,7 +1565,7 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1174 days**
+- account age: **1175 days**
 - recent public PR activity: **5 PRs** (1 merged / 3 closed-unmerged / 1 open; merged rate **20%**, closed-unmerged rate **60%**, open rate **20%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -1590,11 +1588,11 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **5650 days**
-- recent public PR activity: **1000 PRs** (408 merged / 246 closed-unmerged / 395 open; merged rate **41%**, closed-unmerged rate **25%**, open rate **35%**)
+- account age: **5651 days**
+- recent public PR activity: **1000 PRs** (417 merged / 248 closed-unmerged / 384 open; merged rate **42%**, closed-unmerged rate **25%**, open rate **34%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; targets high-star repos**
+- heuristic read: **extremely high recent PR volume; very broad repo spread**
 
 Example artifacts:
 - [PR #44586: Fix Mixtral aux_loss not computed when output_router_logits=False](https://github.com/huggingface/transformers/pull/44586) — closed
@@ -1630,20 +1628,20 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adacorvo)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adacorvo)
 - repo first seen: `2026-03-13T14:45:22Z`
-- repo last seen: `2026-04-14T12:10:09Z`
+- repo last seen: `2026-04-16T09:02:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **4 PRs / 6 issues**
-- snapshot discussion activity: **8 comments / 4 reviews / 4 review comments**
+- snapshot discussion activity: **8 comments / 6 reviews / 6 review comments**
 - account age: **5037 days**
-- recent public PR activity: **19 PRs** (9 merged / 5 closed-unmerged / 5 open; merged rate **47%**, closed-unmerged rate **26%**, open rate **26%**)
+- recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #44757: Add Neuron to auto-compile hardware list](https://github.com/huggingface/transformers/pull/44757) — open
+- [PR #44757: Add Neuron to auto-compile hardware list](https://github.com/huggingface/transformers/pull/44757) — closed, merged
 - [PR #44680: Allow kernel modules to declare their preferred mask function](https://github.com/huggingface/transformers/pull/44680) — open
 - [PR #44669: Use `index_select` instead of advanced indexing in `batched_mm_experts_forward`](https://github.com/huggingface/transformers/pull/44669) — closed
 - [Issue #44748: [Neuron] Auto-select StaticCache when device is Neuron](https://github.com/huggingface/transformers/issues/44748) — open
@@ -1672,7 +1670,7 @@ Example artifacts:
 - [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — open
 - [PR #45236: resize_token_embeddings does not resize lm_head](https://github.com/huggingface/transformers/pull/45236) — closed
 - [PR #44621: pipelines do not have modelcard](https://github.com/huggingface/transformers/pull/44621) — closed, merged
-- [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — open
+- [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — closed
 - [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — open
 - [Issue #45276: [gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings](https://github.com/huggingface/transformers/issues/45276) — closed
 
@@ -1688,7 +1686,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **11 comments / 8 reviews / 8 review comments**
-- account age: **357 days**
+- account age: **358 days**
 - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -1735,7 +1733,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **4698 days**
+- account age: **4699 days**
 - recent public PR activity: **7 PRs** (1 merged / 4 closed-unmerged / 2 open; merged rate **14%**, closed-unmerged rate **57%**, open rate **29%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -1759,7 +1757,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **66 days**
-- recent public PR activity: **209 PRs** (72 merged / 79 closed-unmerged / 58 open; merged rate **34%**, closed-unmerged rate **38%**, open rate **28%**)
+- recent public PR activity: **214 PRs** (73 merged / 80 closed-unmerged / 61 open; merged rate **34%**, closed-unmerged rate **37%**, open rate **28%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos**
@@ -1781,7 +1779,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **2911 days**
+- account age: **2912 days**
 - recent public PR activity: **23 PRs** (6 merged / 7 closed-unmerged / 10 open; merged rate **26%**, closed-unmerged rate **30%**, open rate **43%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -1804,7 +1802,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 1 reviews / 0 review comments**
-- account age: **5411 days**
+- account age: **5412 days**
 - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `google-deepmind`, `PAIR-code`
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -1850,7 +1848,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3072 days**
+- account age: **3073 days**
 - recent public PR activity: **12 PRs** (3 merged / 5 closed-unmerged / 4 open; merged rate **25%**, closed-unmerged rate **42%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -1873,7 +1871,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **506 days**
+- account age: **507 days**
 - recent public PR activity: **46 PRs** (30 merged / 5 closed-unmerged / 11 open; merged rate **65%**, closed-unmerged rate **11%**, open rate **24%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -1896,7 +1894,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2662 days**
+- account age: **2663 days**
 - recent public PR activity: **17 PRs** (13 merged / 3 closed-unmerged / 1 open; merged rate **76%**, closed-unmerged rate **18%**, open rate **6%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -1920,10 +1918,10 @@ Example artifacts:
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **4010 days**
-- recent public PR activity: **205 PRs** (63 merged / 82 closed-unmerged / 60 open; merged rate **31%**, closed-unmerged rate **40%**, open rate **29%**)
+- recent public PR activity: **206 PRs** (64 merged / 82 closed-unmerged / 60 open; merged rate **31%**, closed-unmerged rate **40%**, open rate **29%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; targets high-star repos**
 
 Example artifacts:
 - [PR #44525: Fix KeyError in _parse_type_hint when Union contains Any](https://github.com/huggingface/transformers/pull/44525) — closed, merged
@@ -1942,7 +1940,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
-- account age: **2850 days**
+- account age: **2851 days**
 - recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -1989,7 +1987,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 1 reviews / 1 review comments**
 - account age: **1229 days**
-- recent public PR activity: **113 PRs** (40 merged / 14 closed-unmerged / 59 open; merged rate **35%**, closed-unmerged rate **12%**, open rate **52%**)
+- recent public PR activity: **113 PRs** (42 merged / 14 closed-unmerged / 57 open; merged rate **37%**, closed-unmerged rate **12%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -2034,7 +2032,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **5049 days**
+- account age: **5050 days**
 - recent public PR activity: **15 PRs** (7 merged / 6 closed-unmerged / 2 open; merged rate **47%**, closed-unmerged rate **40%**, open rate **13%**)
 - public orgs: `code4romania`, `peermetrics`
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -2068,29 +2066,6 @@ Example artifacts:
 - [PR #44274: Fix auxiliary load balancing loss computation when output_router_logits=False](https://github.com/huggingface/transformers/pull/44274) — closed
 - [PR #44209: Fix LayoutLMv2Tokenizer NER crashes with word_labels](https://github.com/huggingface/transformers/pull/44209) — closed
 
-### `preetam1407`
-
-- profile: [github.com/preetam1407](https://github.com/preetam1407)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apreetam1407)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apreetam1407)
-- repo first seen: `2026-02-14T12:44:18Z`
-- repo last seen: `2026-02-25T10:13:52Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **1938 days**
-- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44129: Refactor SpeechT5 output tracing to standardized output capture](https://github.com/huggingface/transformers/pull/44129) — open
-- [PR #44089: Refactor t5 output tracing](https://github.com/huggingface/transformers/pull/44089) — closed
-- [PR #44010: [SqueezeBert] Migrate to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44010) — open
-
 ### `saivedant169`
 
 - profile: [github.com/saivedant169](https://github.com/saivedant169)
@@ -2103,7 +2078,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 1 reviews / 0 review comments**
-- account age: **1711 days**
+- account age: **1712 days**
 - recent public PR activity: **63 PRs** (37 merged / 10 closed-unmerged / 16 open; merged rate **59%**, closed-unmerged rate **16%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
@@ -2126,7 +2101,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2094 days**
+- account age: **2095 days**
 - recent public PR activity: **53 PRs** (49 merged / 3 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **6%**, open rate **2%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -2172,7 +2147,7 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **4743 days**
+- account age: **4744 days**
 - recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2245,7 +2220,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **37 comments / 296 reviews / 297 review comments**
 - account age: **2073 days**
-- recent public PR activity: **17 PRs** (12 merged / 2 closed-unmerged / 3 open; merged rate **71%**, closed-unmerged rate **12%**, open rate **18%**)
+- recent public PR activity: **17 PRs** (13 merged / 2 closed-unmerged / 2 open; merged rate **76%**, closed-unmerged rate **12%**, open rate **12%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **targets high-star repos**
@@ -2267,7 +2242,7 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **3 PRs / 3 issues**
 - snapshot discussion activity: **10 comments / 16 reviews / 17 review comments**
-- account age: **3315 days**
+- account age: **3316 days**
 - recent public PR activity: **61 PRs** (52 merged / 1 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **2%**, open rate **13%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -2293,7 +2268,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
 - snapshot discussion activity: **6 comments / 19 reviews / 19 review comments**
-- account age: **5240 days**
+- account age: **5241 days**
 - recent public PR activity: **15 PRs** (12 merged / 1 closed-unmerged / 2 open; merged rate **80%**, closed-unmerged rate **7%**, open rate **13%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **high**, automation risk **low**
@@ -2305,18 +2280,41 @@ Example artifacts:
 - [PR #43781: fix: Load model with co-located adapter from local path (Granite Speech)](https://github.com/huggingface/transformers/pull/43781) — closed, merged
 - [Issue #43746: [GraniteSpeechForConditionalGeneration] Models with PEFT adapters won't load from local checkpoints (from_pretrained)](https://github.com/huggingface/transformers/issues/43746) — closed
 
+### `preetam1407`
+
+- profile: [github.com/preetam1407](https://github.com/preetam1407)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apreetam1407)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apreetam1407)
+- repo first seen: `2026-02-14T12:44:18Z`
+- repo last seen: `2026-02-25T10:13:52Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
+- account age: **1939 days**
+- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #44129: Refactor SpeechT5 output tracing to standardized output capture](https://github.com/huggingface/transformers/pull/44129) — open
+- [PR #44089: Refactor t5 output tracing](https://github.com/huggingface/transformers/pull/44089) — closed
+- [PR #44010: [SqueezeBert] Migrate to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44010) — open
+
 ### `jw9603`
 
 - profile: [github.com/jw9603](https://github.com/jw9603)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603)
 - repo first seen: `2026-03-04T00:51:26Z`
-- repo last seen: `2026-04-15T12:48:42Z`
+- repo last seen: `2026-04-16T01:05:01Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **2 PRs / 2 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **2049 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
@@ -2341,8 +2339,8 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **2 PRs / 2 issues**
 - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **5738 days**
-- recent public PR activity: **69 PRs** (57 merged / 2 closed-unmerged / 10 open; merged rate **83%**, closed-unmerged rate **3%**, open rate **14%**)
+- account age: **5739 days**
+- recent public PR activity: **70 PRs** (57 merged / 2 closed-unmerged / 11 open; merged rate **81%**, closed-unmerged rate **3%**, open rate **16%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
@@ -2365,7 +2363,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **555 days**
+- account age: **556 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -2388,8 +2386,8 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 2 reviews / 1 review comments**
-- account age: **828 days**
-- recent public PR activity: **158 PRs** (154 merged / 2 closed-unmerged / 2 open; merged rate **97%**, closed-unmerged rate **1%**, open rate **1%**)
+- account age: **829 days**
+- recent public PR activity: **158 PRs** (155 merged / 2 closed-unmerged / 1 open; merged rate **98%**, closed-unmerged rate **1%**, open rate **1%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
@@ -2411,7 +2409,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **160 days**
+- account age: **161 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -2434,7 +2432,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **1318 days**
-- recent public PR activity: **30 PRs** (5 merged / 8 closed-unmerged / 17 open; merged rate **17%**, closed-unmerged rate **27%**, open rate **57%**)
+- recent public PR activity: **30 PRs** (6 merged / 8 closed-unmerged / 16 open; merged rate **20%**, closed-unmerged rate **27%**, open rate **53%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
 - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
@@ -2455,7 +2453,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **402 days**
+- account age: **403 days**
 - recent public PR activity: **21 PRs** (1 merged / 20 closed-unmerged / 0 open; merged rate **5%**, closed-unmerged rate **95%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -2477,7 +2475,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3949 days**
+- account age: **3950 days**
 - recent public PR activity: **15 PRs** (1 merged / 8 closed-unmerged / 6 open; merged rate **7%**, closed-unmerged rate **53%**, open rate **40%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
@@ -2499,7 +2497,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **697 days**
+- account age: **698 days**
 - recent public PR activity: **6 PRs** (0 merged / 2 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2509,6 +2507,28 @@ Example artifacts:
 - [PR #45388: Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility](https://github.com/huggingface/transformers/pull/45388) — open
 - [PR #45387: Fix flash_attention_3 detection and import for hopper wheel installs](https://github.com/huggingface/transformers/pull/45387) — closed
 
+### `AmineDiro`
+
+- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
+- repo first seen: `2026-04-14T15:35:56Z`
+- repo last seen: `2026-04-16T10:59:14Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3865 days**
+- recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45473: Fix EP: RouterParallel shape, tp_plan property, grouped_mm sentinels](https://github.com/huggingface/transformers/pull/45473) — open
+- [PR #45436: Add expert parallelism (EP) support for Qwen3 MoE + fix GroupedGemmParallel for 2D meshes](https://github.com/huggingface/transformers/pull/45436) — open
+
 ### `asuryateja`
 
 - profile: [github.com/asuryateja](https://github.com/asuryateja)
@@ -2521,7 +2541,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1714 days**
+- account age: **1715 days**
 - recent public PR activity: **5 PRs** (3 merged / 0 closed-unmerged / 2 open; merged rate **60%**, closed-unmerged rate **0%**, open rate **40%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -2543,8 +2563,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **11 comments / 4 reviews / 4 review comments**
-- account age: **4499 days**
-- recent public PR activity: **48 PRs** (42 merged / 1 closed-unmerged / 5 open; merged rate **88%**, closed-unmerged rate **2%**, open rate **10%**)
+- account age: **4500 days**
+- recent public PR activity: **49 PRs** (44 merged / 1 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **2%**, open rate **8%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
@@ -2587,7 +2607,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4478 days**
+- account age: **4479 days**
 - recent public PR activity: **301 PRs** (33 merged / 186 closed-unmerged / 82 open; merged rate **11%**, closed-unmerged rate **62%**, open rate **27%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
@@ -2609,7 +2629,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **765 days**
+- account age: **766 days**
 - recent public PR activity: **3 PRs** (1 merged / 2 closed-unmerged / 0 open; merged rate **33%**, closed-unmerged rate **67%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2631,7 +2651,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3918 days**
+- account age: **3919 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2653,7 +2673,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **898 days**
+- account age: **899 days**
 - recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2675,7 +2695,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2480 days**
+- account age: **2481 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2719,7 +2739,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **392 days**
+- account age: **393 days**
 - recent public PR activity: **4 PRs** (1 merged / 1 closed-unmerged / 2 open; merged rate **25%**, closed-unmerged rate **25%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -2764,7 +2784,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **725 days**
-- recent public PR activity: **1000 PRs** (112 merged / 441 closed-unmerged / 540 open; merged rate **11%**, closed-unmerged rate **44%**, open rate **45%**)
+- recent public PR activity: **1000 PRs** (112 merged / 444 closed-unmerged / 537 open; merged rate **11%**, closed-unmerged rate **44%**, open rate **44%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share**
@@ -2786,7 +2806,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
 - account age: **2868 days**
-- recent public PR activity: **111 PRs** (40 merged / 17 closed-unmerged / 54 open; merged rate **36%**, closed-unmerged rate **15%**, open rate **49%**)
+- recent public PR activity: **113 PRs** (41 merged / 18 closed-unmerged / 54 open; merged rate **36%**, closed-unmerged rate **16%**, open rate **48%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -2817,6 +2837,28 @@ Example artifacts:
 - [PR #45379: fix(config): add deepstack_visual_indexes to Qwen3_5MoeVisionConfig](https://github.com/huggingface/transformers/pull/45379) — open
 - [PR #45378: fix(mistral): guard ReasoningEffort import for older mistral_common versions](https://github.com/huggingface/transformers/pull/45378) — open
 
+### `Jah-yee`
+
+- profile: [github.com/Jah-yee](https://github.com/Jah-yee)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee)
+- repo first seen: `2026-04-16T00:55:40Z`
+- repo last seen: `2026-04-16T06:44:51Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **736 days**
+- recent public PR activity: **836 PRs** (85 merged / 334 closed-unmerged / 417 open; merged rate **10%**, closed-unmerged rate **40%**, open rate **50%**)
+- public orgs: `hackclub`, `Spark-Lab-Global`, `Info-Tech-org`, `effectorHQ`
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45467: Fix MPS SDPA output shape when value head dim differs from query head dim](https://github.com/huggingface/transformers/pull/45467) — closed
+- [PR #45466: fix: return empty tuple when protobuf not available](https://github.com/huggingface/transformers/pull/45466) — closed
+
 ### `kallewoof`
 
 - profile: [github.com/kallewoof](https://github.com/kallewoof)
@@ -2829,7 +2871,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **5837 days**
+- account age: **5838 days**
 - recent public PR activity: **6 PRs** (3 merged / 3 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -2851,7 +2893,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
-- account age: **1841 days**
+- account age: **1842 days**
 - recent public PR activity: **6 PRs** (3 merged / 1 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **17%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -2867,13 +2909,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKash6)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKash6)
 - repo first seen: `2026-04-01T18:07:49Z`
-- repo last seen: `2026-04-08T23:51:52Z`
+- repo last seen: `2026-04-16T03:54:51Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **2224 days**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- account age: **2225 days**
 - recent public PR activity: **6 PRs** (2 merged / 0 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: `CynatraDevelopers`
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -2895,7 +2937,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1631 days**
+- account age: **1632 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -2917,7 +2959,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **36 days**
+- account age: **37 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -2939,8 +2981,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1955 days**
-- recent public PR activity: **70 PRs** (10 merged / 21 closed-unmerged / 39 open; merged rate **14%**, closed-unmerged rate **30%**, open rate **56%**)
+- account age: **1956 days**
+- recent public PR activity: **73 PRs** (10 merged / 22 closed-unmerged / 41 open; merged rate **14%**, closed-unmerged rate **30%**, open rate **56%**)
 - public orgs: `soqa-io`
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **high recent PR volume; very broad repo spread; high open PR share**
@@ -2983,7 +3025,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1040 days**
+- account age: **1041 days**
 - recent public PR activity: **3 PRs** (1 merged / 2 closed-unmerged / 0 open; merged rate **33%**, closed-unmerged rate **67%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3005,7 +3047,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **450 days**
+- account age: **451 days**
 - recent public PR activity: **4 PRs** (4 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -3049,7 +3091,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1501 days**
+- account age: **1502 days**
 - recent public PR activity: **6 PRs** (0 merged / 3 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
@@ -3071,7 +3113,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **313 days**
+- account age: **314 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -3137,7 +3179,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2574 days**
+- account age: **2575 days**
 - recent public PR activity: **14 PRs** (4 merged / 1 closed-unmerged / 9 open; merged rate **29%**, closed-unmerged rate **7%**, open rate **64%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
@@ -3181,7 +3223,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 172 reviews / 172 review comments**
-- account age: **1995 days**
+- account age: **1996 days**
 - recent public PR activity: **9 PRs** (7 merged / 2 closed-unmerged / 0 open; merged rate **78%**, closed-unmerged rate **22%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -3204,7 +3246,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **205 days**
-- recent public PR activity: **197 PRs** (38 merged / 70 closed-unmerged / 89 open; merged rate **19%**, closed-unmerged rate **36%**, open rate **45%**)
+- recent public PR activity: **199 PRs** (38 merged / 70 closed-unmerged / 91 open; merged rate **19%**, closed-unmerged rate **35%**, open rate **46%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -3213,18 +3255,40 @@ Example artifacts:
 - [PR #44932: Fix: Pass scheduler_specific_kwargs to inverse_sqrt scheduler](https://github.com/huggingface/transformers/pull/44932) — closed
 - [PR #44931: fix(camembert): add tie_word_embeddings=True to CamembertConfig](https://github.com/huggingface/transformers/pull/44931) — closed, merged
 
+### `rtrompier`
+
+- profile: [github.com/rtrompier](https://github.com/rtrompier)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Artrompier)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Artrompier)
+- repo first seen: `2026-04-15T08:26:45Z`
+- repo last seen: `2026-04-16T11:59:17Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4939 days**
+- recent public PR activity: **104 PRs** (59 merged / 2 closed-unmerged / 43 open; merged rate **57%**, closed-unmerged rate **2%**, open rate **41%**)
+- public orgs: `smartwavesa`
+- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share**
+
+Example artifacts:
+- [PR #45474: chore: bump doc-builder SHA for main doc build workflow](https://github.com/huggingface/transformers/pull/45474) — open, draft
+- [PR #45450: chore: bump doc-builder SHA for PR upload workflow](https://github.com/huggingface/transformers/pull/45450) — open
+
 ### `saslifat-gif`
 
 - profile: [github.com/saslifat-gif](https://github.com/saslifat-gif)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asaslifat-gif)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asaslifat-gif)
 - repo first seen: `2026-04-02T14:08:15Z`
-- repo last seen: `2026-04-15T05:57:12Z`
+- repo last seen: `2026-04-16T15:45:37Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
 - account age: **228 days**
 - recent public PR activity: **6 PRs** (0 merged / 2 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
@@ -3247,7 +3311,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **14 comments / 13 reviews / 13 review comments**
-- account age: **3364 days**
+- account age: **3365 days**
 - recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3269,8 +3333,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3716 days**
-- recent public PR activity: **23 PRs** (17 merged / 0 closed-unmerged / 6 open; merged rate **74%**, closed-unmerged rate **0%**, open rate **26%**)
+- account age: **3717 days**
+- recent public PR activity: **24 PRs** (18 merged / 0 closed-unmerged / 6 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: `JdeRobot`, `TheRoboticsClub`, `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **targets high-star repos**
@@ -3291,7 +3355,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1558 days**
+- account age: **1559 days**
 - recent public PR activity: **13 PRs** (2 merged / 6 closed-unmerged / 5 open; merged rate **15%**, closed-unmerged rate **46%**, open rate **38%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -3307,13 +3371,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
 - repo first seen: `2026-03-30T12:18:41Z`
-- repo last seen: `2026-04-05T06:39:39Z`
+- repo last seen: `2026-04-16T03:42:33Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
-- account age: **1245 days**
+- snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
+- account age: **1246 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -3335,7 +3399,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2946 days**
+- account age: **2947 days**
 - recent public PR activity: **118 PRs** (10 merged / 68 closed-unmerged / 40 open; merged rate **8%**, closed-unmerged rate **58%**, open rate **34%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
@@ -3379,7 +3443,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 4 reviews / 9 review comments**
-- account age: **3477 days**
+- account age: **3478 days**
 - recent public PR activity: **24 PRs** (15 merged / 6 closed-unmerged / 3 open; merged rate **62%**, closed-unmerged rate **25%**, open rate **12%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -3423,7 +3487,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **1635 days**
+- account age: **1636 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3445,7 +3509,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 3 reviews / 3 review comments**
-- account age: **2384 days**
+- account age: **2385 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `AICU-HEALTH`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3467,7 +3531,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1756 days**
+- account age: **1757 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -3489,7 +3553,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2224 days**
+- account age: **2225 days**
 - recent public PR activity: **6 PRs** (2 merged / 2 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -3557,7 +3621,7 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **5 PRs / 1 issues**
 - snapshot discussion activity: **19 comments / 119 reviews / 433 review comments**
-- account age: **2871 days**
+- account age: **2872 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -3581,7 +3645,7 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 5 reviews / 5 review comments**
-- account age: **2322 days**
+- account age: **2323 days**
 - recent public PR activity: **12 PRs** (10 merged / 1 closed-unmerged / 1 open; merged rate **83%**, closed-unmerged rate **8%**, open rate **8%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -3605,7 +3669,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **9 comments / 31 reviews / 31 review comments**
 - account age: **976 days**
-- recent public PR activity: **29 PRs** (24 merged / 1 closed-unmerged / 4 open; merged rate **83%**, closed-unmerged rate **3%**, open rate **14%**)
+- recent public PR activity: **29 PRs** (25 merged / 1 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **3%**, open rate **10%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume**
@@ -3627,7 +3691,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **8 comments / 7 reviews / 7 review comments**
-- account age: **3337 days**
+- account age: **3338 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3644,13 +3708,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAravind-11)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAravind-11)
 - repo first seen: `2025-11-10T23:38:23Z`
-- repo last seen: `2026-04-15T22:38:02Z`
+- repo last seen: `2026-04-16T18:33:39Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **15 comments / 14 reviews / 14 review comments**
-- account age: **2802 days**
+- snapshot discussion activity: **20 comments / 14 reviews / 14 review comments**
+- account age: **2803 days**
 - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -3674,7 +3738,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 1 reviews / 2 review comments**
 - account age: **5826 days**
-- recent public PR activity: **11 PRs** (8 merged / 1 closed-unmerged / 2 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
+- recent public PR activity: **11 PRs** (9 merged / 1 closed-unmerged / 1 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **targets high-star repos**
@@ -3697,7 +3761,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **1621 days**
-- recent public PR activity: **53 PRs** (11 merged / 10 closed-unmerged / 32 open; merged rate **21%**, closed-unmerged rate **19%**, open rate **60%**)
+- recent public PR activity: **54 PRs** (11 merged / 10 closed-unmerged / 33 open; merged rate **20%**, closed-unmerged rate **19%**, open rate **61%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **high recent PR volume; very broad repo spread; high open PR share**
@@ -3742,7 +3806,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3055 days**
+- account age: **3056 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -3764,7 +3828,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 6 reviews / 6 review comments**
-- account age: **4656 days**
+- account age: **4657 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `HackMIT`, `mit-han-lab`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3808,7 +3872,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 8 reviews / 8 review comments**
-- account age: **4112 days**
+- account age: **4113 days**
 - recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -3818,6 +3882,28 @@ Example artifacts:
 - [PR #44171: Parakeet tdt](https://github.com/huggingface/transformers/pull/44171) — open
 - [PR #43357: Add Parakeet TDT model support](https://github.com/huggingface/transformers/pull/43357) — closed
 
+### `nuxlear`
+
+- profile: [github.com/nuxlear](https://github.com/nuxlear)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anuxlear)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anuxlear)
+- repo first seen: `2026-01-02T07:29:46Z`
+- repo last seen: `2026-04-16T08:52:35Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 11 reviews / 11 review comments**
+- account age: **3756 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — open
+- [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
+
 ### `pragnyanramtha`
 
 - profile: [github.com/pragnyanramtha](https://github.com/pragnyanramtha)
@@ -3830,7 +3916,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **447 days**
+- account age: **448 days**
 - recent public PR activity: **8 PRs** (3 merged / 3 closed-unmerged / 2 open; merged rate **38%**, closed-unmerged rate **38%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -3852,7 +3938,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1476 days**
+- account age: **1477 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3874,7 +3960,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **253 days**
+- account age: **254 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3896,8 +3982,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3055 days**
-- recent public PR activity: **153 PRs** (38 merged / 51 closed-unmerged / 64 open; merged rate **25%**, closed-unmerged rate **33%**, open rate **42%**)
+- account age: **3056 days**
+- recent public PR activity: **153 PRs** (39 merged / 51 closed-unmerged / 63 open; merged rate **25%**, closed-unmerged rate **33%**, open rate **41%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -3941,7 +4027,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
 - snapshot discussion activity: **14 comments / 8 reviews / 10 review comments**
-- account age: **3672 days**
+- account age: **3673 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3964,7 +4050,7 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
 - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **1966 days**
+- account age: **1967 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -3987,7 +4073,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 4 reviews / 4 review comments**
-- account age: **1787 days**
+- account age: **1788 days**
 - recent public PR activity: **30 PRs** (12 merged / 7 closed-unmerged / 11 open; merged rate **40%**, closed-unmerged rate **23%**, open rate **37%**)
 - public orgs: `kubeflow`, `opendatahub-io`, `red-hat-data-services`, `CareerPod`, `instructlab-public`, `Kubeflow-Commons-Hub`
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -4009,7 +4095,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **875 days**
+- account age: **876 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4031,7 +4117,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2179 days**
+- account age: **2180 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4053,7 +4139,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1145 days**
+- account age: **1146 days**
 - recent public PR activity: **9 PRs** (5 merged / 2 closed-unmerged / 2 open; merged rate **56%**, closed-unmerged rate **22%**, open rate **22%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -4075,7 +4161,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3276 days**
+- account age: **3277 days**
 - recent public PR activity: **11 PRs** (8 merged / 1 closed-unmerged / 2 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `KEEER`, `leann-ai`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -4097,7 +4183,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **4008 days**
+- account age: **4009 days**
 - recent public PR activity: **13 PRs** (11 merged / 1 closed-unmerged / 1 open; merged rate **85%**, closed-unmerged rate **8%**, open rate **8%**)
 - public orgs: `eWaterCycle`
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4119,7 +4205,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2394 days**
+- account age: **2395 days**
 - recent public PR activity: **28 PRs** (20 merged / 3 closed-unmerged / 5 open; merged rate **71%**, closed-unmerged rate **11%**, open rate **18%**)
 - public orgs: `ndif-team`
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -4141,7 +4227,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **469 days**
+- account age: **470 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4163,8 +4249,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **4188 days**
-- recent public PR activity: **101 PRs** (91 merged / 8 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **8%**, open rate **2%**)
+- account age: **4189 days**
+- recent public PR activity: **104 PRs** (94 merged / 8 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **8%**, open rate **2%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread**
@@ -4185,7 +4271,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2018 days**
+- account age: **2019 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -4251,7 +4337,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2049 days**
+- account age: **2050 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4273,7 +4359,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3915 days**
+- account age: **3916 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -4317,7 +4403,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3473 days**
+- account age: **3474 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4339,7 +4425,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3535 days**
+- account age: **3536 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: `kubernetes`
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -4361,7 +4447,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **2669 days**
+- account age: **2670 days**
 - recent public PR activity: **14 PRs** (11 merged / 1 closed-unmerged / 2 open; merged rate **79%**, closed-unmerged rate **7%**, open rate **14%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4405,7 +4491,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3704 days**
+- account age: **3705 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4427,7 +4513,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **357 days**
+- account age: **358 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4449,7 +4535,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2846 days**
+- account age: **2847 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4471,7 +4557,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2008 days**
+- account age: **2009 days**
 - recent public PR activity: **10 PRs** (9 merged / 0 closed-unmerged / 1 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -4493,7 +4579,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **3029 days**
+- account age: **3030 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4515,7 +4601,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
-- account age: **3766 days**
+- account age: **3767 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4538,7 +4624,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **1771 days**
-- recent public PR activity: **238 PRs** (36 merged / 80 closed-unmerged / 122 open; merged rate **15%**, closed-unmerged rate **34%**, open rate **51%**)
+- recent public PR activity: **239 PRs** (37 merged / 81 closed-unmerged / 121 open; merged rate **15%**, closed-unmerged rate **34%**, open rate **51%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
@@ -4559,7 +4645,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4677 days**
+- account age: **4678 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4581,7 +4667,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2239 days**
+- account age: **2240 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4603,7 +4689,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2141 days**
+- account age: **2142 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4647,7 +4733,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **777 days**
+- account age: **778 days**
 - recent public PR activity: **6 PRs** (5 merged / 1 closed-unmerged / 0 open; merged rate **83%**, closed-unmerged rate **17%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -4669,7 +4755,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1429 days**
+- account age: **1430 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -4691,7 +4777,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2004 days**
+- account age: **2005 days**
 - recent public PR activity: **9 PRs** (3 merged / 1 closed-unmerged / 5 open; merged rate **33%**, closed-unmerged rate **11%**, open rate **56%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -4713,7 +4799,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
-- account age: **1885 days**
+- account age: **1886 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -4735,8 +4821,8 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1145 days**
-- recent public PR activity: **394 PRs** (254 merged / 135 closed-unmerged / 5 open; merged rate **64%**, closed-unmerged rate **34%**, open rate **1%**)
+- account age: **1146 days**
+- recent public PR activity: **394 PRs** (255 merged / 135 closed-unmerged / 4 open; merged rate **65%**, closed-unmerged rate **34%**, open rate **1%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread**
@@ -4757,7 +4843,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2689 days**
+- account age: **2690 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4779,7 +4865,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3427 days**
+- account age: **3428 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -4796,12 +4882,12 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AZSLsherly)
 - repo first seen: `2026-04-15T03:09:38Z`
 - repo last seen: `2026-04-15T11:36:37Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **974 days**
+- account age: **975 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4866,7 +4952,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **340 days**
+- account age: **341 days**
 - recent public PR activity: **32 PRs** (14 merged / 11 closed-unmerged / 7 open; merged rate **44%**, closed-unmerged rate **34%**, open rate **22%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
@@ -4887,7 +4973,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1350 days**
+- account age: **1351 days**
 - recent public PR activity: **18 PRs** (5 merged / 2 closed-unmerged / 11 open; merged rate **28%**, closed-unmerged rate **11%**, open rate **61%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
@@ -4950,7 +5036,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **902 days**
+- account age: **903 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -4992,8 +5078,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 4 reviews / 4 review comments**
-- account age: **5073 days**
-- recent public PR activity: **67 PRs** (58 merged / 7 closed-unmerged / 2 open; merged rate **87%**, closed-unmerged rate **10%**, open rate **3%**)
+- account age: **5074 days**
+- recent public PR activity: **68 PRs** (58 merged / 7 closed-unmerged / 3 open; merged rate **85%**, closed-unmerged rate **10%**, open rate **4%**)
 - public orgs: `huggingface`, `gradio-app`
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume**
@@ -5013,7 +5099,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
-- account age: **2635 days**
+- account age: **2636 days**
 - recent public PR activity: **32 PRs** (29 merged / 2 closed-unmerged / 1 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -5034,7 +5120,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2824 days**
+- account age: **2825 days**
 - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -5076,7 +5162,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **559 days**
+- account age: **560 days**
 - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -5097,7 +5183,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3685 days**
+- account age: **3686 days**
 - recent public PR activity: **20 PRs** (6 merged / 4 closed-unmerged / 10 open; merged rate **30%**, closed-unmerged rate **20%**, open rate **50%**)
 - public orgs: `dwyl`, `os-js`, `ZacharyRobotics`, `Pull-Up-Event-Planning`, `meese-enterprises`, `Delta-Cloud-Systems`, `meese-os`, `TargetPackage`
 - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
@@ -5106,27 +5192,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44728: Fix float16 memory leak during 4-bit quantized model loading](https://github.com/huggingface/transformers/pull/44728) — closed
 
-### `akashadsare`
-
-- profile: [github.com/akashadsare](https://github.com/akashadsare)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aakashadsare)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aakashadsare)
-- repo first seen: `2026-02-15T18:07:11Z`
-- repo last seen: `2026-02-15T18:07:11Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2187 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44015: Refactor GPT2-based models to standardized output collection interface](https://github.com/huggingface/transformers/pull/44015) — open
-
 ### `AkshajKashyap`
 
 - profile: [github.com/AkshajKashyap](https://github.com/AkshajKashyap)
@@ -5181,7 +5246,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2599 days**
+- account age: **2600 days**
 - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
@@ -5202,7 +5267,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **5537 days**
+- account age: **5538 days**
 - recent public PR activity: **8 PRs** (1 merged / 6 closed-unmerged / 1 open; merged rate **12%**, closed-unmerged rate **75%**, open rate **12%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -5223,8 +5288,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2973 days**
-- recent public PR activity: **33 PRs** (29 merged / 0 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **0%**, open rate **12%**)
+- account age: **2974 days**
+- recent public PR activity: **34 PRs** (29 merged / 0 closed-unmerged / 5 open; merged rate **85%**, closed-unmerged rate **0%**, open rate **15%**)
 - public orgs: `huggingface`, `Hugging-Face-Helping-Hand`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume**
@@ -5232,27 +5297,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44229: Add missing backtick in `AnyToAnyPipeline.__call__` docstring](https://github.com/huggingface/transformers/pull/44229) — closed, merged
 
-### `AmineDiro`
-
-- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
-- repo first seen: `2026-04-14T15:35:56Z`
-- repo last seen: `2026-04-14T16:02:48Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3864 days**
-- recent public PR activity: **16 PRs** (8 merged / 1 closed-unmerged / 7 open; merged rate **50%**, closed-unmerged rate **6%**, open rate **44%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45436: Add expert parallelism (EP) support for Qwen3 MoE + fix GroupedGemmParallel for 2D meshes](https://github.com/huggingface/transformers/pull/45436) — open
-
 ### `andrewor14`
 
 - profile: [github.com/andrewor14](https://github.com/andrewor14)
@@ -5286,7 +5330,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **147 days**
+- account age: **148 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -5307,7 +5351,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2295 days**
+- account age: **2296 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -5328,7 +5372,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3279 days**
+- account age: **3280 days**
 - recent public PR activity: **8 PRs** (1 merged / 4 closed-unmerged / 3 open; merged rate **12%**, closed-unmerged rate **50%**, open rate **38%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -5349,7 +5393,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **830 days**
+- account age: **831 days**
 - recent public PR activity: **10 PRs** (6 merged / 1 closed-unmerged / 3 open; merged rate **60%**, closed-unmerged rate **10%**, open rate **30%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -5454,7 +5498,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3774 days**
+- account age: **3775 days**
 - recent public PR activity: **25 PRs** (6 merged / 10 closed-unmerged / 9 open; merged rate **24%**, closed-unmerged rate **40%**, open rate **36%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
@@ -5475,7 +5519,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **9 comments / 5 reviews / 5 review comments**
-- account age: **5037 days**
+- account age: **5038 days**
 - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -5496,7 +5540,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **5187 days**
+- account age: **5188 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -5517,7 +5561,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **1825 days**
+- account age: **1826 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -5596,19 +5640,19 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acloudyun888)
 - repo first seen: `2026-04-15T13:18:36Z`
 - repo last seen: `2026-04-15T13:18:36Z`
-- first seen in snapshot: **yes**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- first seen in snapshot: **no**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **45 days**
-- recent public PR activity: **25 PRs** (1 merged / 6 closed-unmerged / 18 open; merged rate **4%**, closed-unmerged rate **24%**, open rate **72%**)
+- recent public PR activity: **28 PRs** (2 merged / 8 closed-unmerged / 18 open; merged rate **7%**, closed-unmerged rate **29%**, open rate **64%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
 - heuristic read: **very new account; high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
-- [PR #45460: fix(tokenization): re-raise ImportError to allow RuntimeError/OSError fallback (#45459)](https://github.com/huggingface/transformers/pull/45460) — open
+- [PR #45460: fix(tokenization): re-raise ImportError to allow RuntimeError/OSError fallback (#45459)](https://github.com/huggingface/transformers/pull/45460) — closed
 
 ### `cluster2600`
 
@@ -5664,7 +5708,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **223 days**
+- account age: **224 days**
 - recent public PR activity: **14 PRs** (11 merged / 1 closed-unmerged / 2 open; merged rate **79%**, closed-unmerged rate **7%**, open rate **14%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -5701,7 +5745,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADavidSolanas)
 - repo first seen: `2026-04-15T08:44:00Z`
 - repo last seen: `2026-04-15T08:44:00Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5748,11 +5792,11 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4469 days**
-- recent public PR activity: **106 PRs** (81 merged / 15 closed-unmerged / 10 open; merged rate **76%**, closed-unmerged rate **14%**, open rate **9%**)
+- account age: **4470 days**
+- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars**
 
 Example artifacts:
 - [PR #44596: Fix TypeError when loading float8 models by falling back to bfloat16 in local_torch_dtype](https://github.com/huggingface/transformers/pull/44596) — closed
@@ -5812,7 +5856,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3525 days**
+- account age: **3526 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -5833,8 +5877,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1861 days**
-- recent public PR activity: **14 PRs** (9 merged / 2 closed-unmerged / 3 open; merged rate **64%**, closed-unmerged rate **14%**, open rate **21%**)
+- account age: **1862 days**
+- recent public PR activity: **14 PRs** (10 merged / 2 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **—**
@@ -5854,7 +5898,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1667 days**
+- account age: **1668 days**
 - recent public PR activity: **57 PRs** (6 merged / 36 closed-unmerged / 15 open; merged rate **11%**, closed-unmerged rate **63%**, open rate **26%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
@@ -5896,7 +5940,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **586 days**
+- account age: **587 days**
 - recent public PR activity: **6 PRs** (5 merged / 1 closed-unmerged / 0 open; merged rate **83%**, closed-unmerged rate **17%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -5905,27 +5949,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44501: Fixed typo in docs/source/en/kv_cache.md](https://github.com/huggingface/transformers/pull/44501) — closed, merged
 
-### `gabrielfruet`
-
-- profile: [github.com/gabrielfruet](https://github.com/gabrielfruet)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agabrielfruet)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agabrielfruet)
-- repo first seen: `2026-02-15T13:27:44Z`
-- repo last seen: `2026-02-16T11:59:22Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1681 days**
-- recent public PR activity: **16 PRs** (11 merged / 1 closed-unmerged / 4 open; merged rate **69%**, closed-unmerged rate **6%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #44013: Ouptut tracing: Standardizing MobileNetv2](https://github.com/huggingface/transformers/pull/44013) — open
-
 ### `gagandhakrey`
 
 - profile: [github.com/gagandhakrey](https://github.com/gagandhakrey)
@@ -5938,7 +5961,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2284 days**
+- account age: **2285 days**
 - recent public PR activity: **22 PRs** (6 merged / 10 closed-unmerged / 6 open; merged rate **27%**, closed-unmerged rate **45%**, open rate **27%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
@@ -5960,7 +5983,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **5 days**
-- recent public PR activity: **8 PRs** (0 merged / 4 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
+- recent public PR activity: **9 PRs** (0 merged / 4 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **44%**, open rate **56%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **high**
 - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
@@ -5980,7 +6003,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4422 days**
+- account age: **4423 days**
 - recent public PR activity: **821 PRs** (98 merged / 634 closed-unmerged / 89 open; merged rate **12%**, closed-unmerged rate **77%**, open rate **11%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
@@ -6022,7 +6045,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1747 days**
+- account age: **1748 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6043,7 +6066,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **650 days**
+- account age: **651 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -6064,8 +6087,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2973 days**
-- recent public PR activity: **62 PRs** (53 merged / 4 closed-unmerged / 5 open; merged rate **85%**, closed-unmerged rate **6%**, open rate **8%**)
+- account age: **2974 days**
+- recent public PR activity: **63 PRs** (53 merged / 4 closed-unmerged / 6 open; merged rate **84%**, closed-unmerged rate **6%**, open rate **10%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume**
@@ -6085,7 +6108,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **3946 days**
+- account age: **3947 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -6121,13 +6144,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHemanthSai7)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHemanthSai7)
 - repo first seen: `2026-03-29T20:35:56Z`
-- repo last seen: `2026-04-05T09:53:35Z`
+- repo last seen: `2026-04-16T16:48:53Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2006 days**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **2007 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `GDGCVITBHOPAL`, `Math-behind-AI`, `Heritians`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6148,10 +6171,10 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1645 days**
-- recent public PR activity: **8 PRs** (1 merged / 5 closed-unmerged / 2 open; merged rate **12%**, closed-unmerged rate **62%**, open rate **25%**)
+- account age: **1646 days**
+- recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
@@ -6169,7 +6192,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1514 days**
+- account age: **1515 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6190,7 +6213,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **107 days**
+- account age: **108 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -6232,7 +6255,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **712 days**
+- account age: **713 days**
 - recent public PR activity: **5 PRs** (4 merged / 1 closed-unmerged / 0 open; merged rate **80%**, closed-unmerged rate **20%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -6274,7 +6297,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2043 days**
+- account age: **2044 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6316,7 +6339,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
-- account age: **2318 days**
+- account age: **2319 days**
 - recent public PR activity: **66 PRs** (56 merged / 7 closed-unmerged / 3 open; merged rate **85%**, closed-unmerged rate **11%**, open rate **5%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -6358,7 +6381,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3689 days**
+- account age: **3690 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -6486,7 +6509,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **579 days**
+- account age: **580 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6501,12 +6524,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJiauZhang)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJiauZhang)
 - repo first seen: `2026-04-15T14:00:11Z`
-- repo last seen: `2026-04-15T14:00:11Z`
-- first seen in snapshot: **yes**
+- repo last seen: `2026-04-16T11:38:30Z`
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **2917 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -6528,8 +6551,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1384 days**
-- recent public PR activity: **296 PRs** (67 merged / 126 closed-unmerged / 103 open; merged rate **23%**, closed-unmerged rate **43%**, open rate **35%**)
+- account age: **1385 days**
+- recent public PR activity: **312 PRs** (71 merged / 130 closed-unmerged / 111 open; merged rate **23%**, closed-unmerged rate **42%**, open rate **36%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
@@ -6550,7 +6573,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **1082 days**
-- recent public PR activity: **134 PRs** (24 merged / 63 closed-unmerged / 47 open; merged rate **18%**, closed-unmerged rate **47%**, open rate **35%**)
+- recent public PR activity: **139 PRs** (24 merged / 63 closed-unmerged / 52 open; merged rate **17%**, closed-unmerged rate **45%**, open rate **37%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
@@ -6591,7 +6614,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1364 days**
+- account age: **1365 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `Academics-Hub`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6613,7 +6636,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **2428 days**
-- recent public PR activity: **15 PRs** (1 merged / 1 closed-unmerged / 13 open; merged rate **7%**, closed-unmerged rate **7%**, open rate **87%**)
+- recent public PR activity: **16 PRs** (1 merged / 1 closed-unmerged / 14 open; merged rate **6%**, closed-unmerged rate **6%**, open rate **88%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
 - heuristic read: **broad repo spread; high open PR share; no visible non-self stars**
@@ -6655,10 +6678,10 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **3492 days**
-- recent public PR activity: **9 PRs** (3 merged / 2 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **22%**, open rate **44%**)
+- recent public PR activity: **9 PRs** (4 merged / 2 closed-unmerged / 3 open; merged rate **44%**, closed-unmerged rate **22%**, open rate **33%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
 - [PR #44526: Add GGUF support for MiniMax-M2.1 model](https://github.com/huggingface/transformers/pull/44526) — closed, merged
@@ -6675,7 +6698,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **525 days**
+- account age: **526 days**
 - recent public PR activity: **18 PRs** (2 merged / 3 closed-unmerged / 13 open; merged rate **11%**, closed-unmerged rate **17%**, open rate **72%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6696,7 +6719,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **812 days**
+- account age: **813 days**
 - recent public PR activity: **29 PRs** (22 merged / 2 closed-unmerged / 5 open; merged rate **76%**, closed-unmerged rate **7%**, open rate **17%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -6717,7 +6740,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 6 reviews / 6 review comments**
-- account age: **2322 days**
+- account age: **2323 days**
 - recent public PR activity: **3 PRs** (3 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -6738,7 +6761,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **210 days**
+- account age: **211 days**
 - recent public PR activity: **26 PRs** (16 merged / 5 closed-unmerged / 5 open; merged rate **62%**, closed-unmerged rate **19%**, open rate **19%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -6747,6 +6770,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44663: fix: restore missing `tokenizer_class` attribute in `ModelInfos.__init__`](https://github.com/huggingface/transformers/pull/44663) — closed
 
+### `kevinmalana`
+
+- profile: [github.com/kevinmalana](https://github.com/kevinmalana)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akevinmalana)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akevinmalana)
+- repo first seen: `2026-04-16T10:03:07Z`
+- repo last seen: `2026-04-16T10:03:07Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2248 days**
+- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #45472: fix(testing_utils): guard get_device_capability with torch.cuda.is_available()](https://github.com/huggingface/transformers/pull/45472) — closed
+
 ### `kulkarni-rohan`
 
 - profile: [github.com/kulkarni-rohan](https://github.com/kulkarni-rohan)
@@ -6801,7 +6845,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2240 days**
+- account age: **2241 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6822,7 +6866,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **609 days**
+- account age: **610 days**
 - recent public PR activity: **38 PRs** (36 merged / 1 closed-unmerged / 1 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **3%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -6864,7 +6908,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **5242 days**
+- account age: **5243 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -6879,13 +6923,13 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alouzongzhi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alouzongzhi)
 - repo first seen: `2026-04-14T05:14:08Z`
-- repo last seen: `2026-04-15T04:32:27Z`
+- repo last seen: `2026-04-16T13:32:23Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 5 reviews / 5 review comments**
-- account age: **1324 days**
+- snapshot discussion activity: **1 comments / 5 reviews / 5 review comments**
+- account age: **1325 days**
 - recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -6969,7 +7013,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **582 days**
+- account age: **583 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -6990,7 +7034,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2058 days**
+- account age: **2059 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7005,12 +7049,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amarvinzh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amarvinzh)
 - repo first seen: `2026-04-07T06:49:34Z`
-- repo last seen: `2026-04-15T10:47:54Z`
+- repo last seen: `2026-04-16T08:35:11Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 7 reviews / 7 review comments**
+- snapshot discussion activity: **5 comments / 9 reviews / 9 review comments**
 - account age: **4428 days**
 - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
@@ -7032,11 +7076,11 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 6 reviews / 6 review comments**
-- account age: **4206 days**
-- recent public PR activity: **24 PRs** (18 merged / 1 closed-unmerged / 5 open; merged rate **75%**, closed-unmerged rate **4%**, open rate **21%**)
+- account age: **4207 days**
+- recent public PR activity: **26 PRs** (19 merged / 1 closed-unmerged / 6 open; merged rate **73%**, closed-unmerged rate **4%**, open rate **23%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- heuristic read: **high recent PR volume**
 
 Example artifacts:
 - [PR #45439: feat: bump min safetensors version to `0.8.0-rc.0`](https://github.com/huggingface/transformers/pull/45439) — closed
@@ -7095,7 +7139,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2960 days**
+- account age: **2961 days**
 - recent public PR activity: **7 PRs** (5 merged / 0 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **0%**, open rate **29%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -7116,7 +7160,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1012 days**
+- account age: **1013 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7137,7 +7181,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1151 days**
+- account age: **1152 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7158,7 +7202,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1373 days**
+- account age: **1374 days**
 - recent public PR activity: **46 PRs** (17 merged / 10 closed-unmerged / 19 open; merged rate **37%**, closed-unmerged rate **22%**, open rate **41%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
@@ -7179,7 +7223,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4331 days**
+- account age: **4332 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `IBM`, `openwhisk`, `tektoncd`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7200,7 +7244,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2826 days**
+- account age: **2827 days**
 - recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7216,13 +7260,13 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMukundaKatta)
 - repo first seen: `2026-04-15T08:33:29Z`
 - repo last seen: `2026-04-15T08:33:29Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1526 days**
-- recent public PR activity: **310 PRs** (204 merged / 22 closed-unmerged / 84 open; merged rate **66%**, closed-unmerged rate **7%**, open rate **27%**)
+- account age: **1527 days**
+- recent public PR activity: **311 PRs** (207 merged / 23 closed-unmerged / 81 open; merged rate **67%**, closed-unmerged rate **7%**, open rate **26%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
@@ -7242,7 +7286,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3745 days**
+- account age: **3746 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7263,7 +7307,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2361 days**
+- account age: **2362 days**
 - recent public PR activity: **8 PRs** (0 merged / 6 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -7284,7 +7328,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2337 days**
+- account age: **2338 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -7305,7 +7349,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2959 days**
+- account age: **2960 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7326,7 +7370,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3180 days**
+- account age: **3181 days**
 - recent public PR activity: **14 PRs** (11 merged / 1 closed-unmerged / 2 open; merged rate **79%**, closed-unmerged rate **7%**, open rate **14%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -7347,7 +7391,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4210 days**
+- account age: **4211 days**
 - recent public PR activity: **5 PRs** (2 merged / 0 closed-unmerged / 3 open; merged rate **40%**, closed-unmerged rate **0%**, open rate **60%**)
 - public orgs: `Experience-Monks`
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -7356,27 +7400,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44672: Fix annotations reader for python 3.14 in `PreTrainedModel`](https://github.com/huggingface/transformers/pull/44672) — closed, merged
 
-### `nexiouscaliver`
-
-- profile: [github.com/nexiouscaliver](https://github.com/nexiouscaliver)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anexiouscaliver)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anexiouscaliver)
-- repo first seen: `2026-02-14T12:26:19Z`
-- repo last seen: `2026-02-19T15:33:55Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2147 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44017: Refactor output tracing in segformers (#43979)](https://github.com/huggingface/transformers/pull/44017) — open
-
 ### `NicoleRobin`
 
 - profile: [github.com/NicoleRobin](https://github.com/NicoleRobin)
@@ -7410,7 +7433,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4016 days**
+- account age: **4017 days**
 - recent public PR activity: **38 PRs** (35 merged / 2 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **5%**, open rate **3%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -7431,7 +7454,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **518 days**
+- account age: **519 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -7453,7 +7476,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **160 days**
-- recent public PR activity: **223 PRs** (14 merged / 113 closed-unmerged / 96 open; merged rate **6%**, closed-unmerged rate **51%**, open rate **43%**)
+- recent public PR activity: **233 PRs** (15 merged / 115 closed-unmerged / 103 open; merged rate **6%**, closed-unmerged rate **49%**, open rate **44%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
@@ -7473,8 +7496,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1529 days**
-- recent public PR activity: **8 PRs** (3 merged / 5 closed-unmerged / 0 open; merged rate **38%**, closed-unmerged rate **62%**, open rate **0%**)
+- account age: **1530 days**
+- recent public PR activity: **9 PRs** (4 merged / 5 closed-unmerged / 0 open; merged rate **44%**, closed-unmerged rate **56%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **many recent closed-unmerged PRs**
@@ -7494,7 +7517,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **635 days**
+- account age: **636 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7515,7 +7538,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **281 days**
+- account age: **282 days**
 - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
@@ -7566,27 +7589,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45233: feat: make timesfm2_5 onnx export compatible](https://github.com/huggingface/transformers/pull/45233) — open
 
-### `pdwi2020`
-
-- profile: [github.com/pdwi2020](https://github.com/pdwi2020)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apdwi2020)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apdwi2020)
-- repo first seen: `2026-02-15T07:26:52Z`
-- repo last seen: `2026-02-15T07:26:52Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1995 days**
-- recent public PR activity: **10 PRs** (0 merged / 5 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44007: [ResNet] Refactor output tracing to decorator-based interface](https://github.com/huggingface/transformers/pull/44007) — open
-
 ### `pnehete23`
 
 - profile: [github.com/pnehete23](https://github.com/pnehete23)
@@ -7620,7 +7622,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **77 days**
+- account age: **78 days**
 - recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -7641,7 +7643,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4775 days**
+- account age: **4776 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7662,7 +7664,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **3042 days**
+- account age: **3043 days**
 - recent public PR activity: **6 PRs** (4 merged / 1 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **17%**, open rate **17%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -7683,7 +7685,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **349 days**
+- account age: **350 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -7725,7 +7727,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **167 days**
+- account age: **168 days**
 - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -7767,7 +7769,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **816 days**
+- account age: **817 days**
 - recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7818,27 +7820,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44718: Fix: propagate interpolate_pos_encoding through PixioEmbeddings and PixioModel](https://github.com/huggingface/transformers/pull/44718) — closed
 
-### `rtrompier`
-
-- profile: [github.com/rtrompier](https://github.com/rtrompier)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Artrompier)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Artrompier)
-- repo first seen: `2026-04-15T08:26:45Z`
-- repo last seen: `2026-04-15T08:26:45Z`
-- first seen in snapshot: **yes**
-- repo association: **MEMBER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4938 days**
-- recent public PR activity: **62 PRs** (58 merged / 2 closed-unmerged / 2 open; merged rate **94%**, closed-unmerged rate **3%**, open rate **3%**)
-- public orgs: `smartwavesa`
-- compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
-- heuristic read: **high recent PR volume; very broad repo spread**
-
-Example artifacts:
-- [PR #45450: chore: bump doc-builder SHA for PR upload workflow](https://github.com/huggingface/transformers/pull/45450) — open
-
 ### `ruben-aghayan`
 
 - profile: [github.com/ruben-aghayan](https://github.com/ruben-aghayan)
@@ -7851,7 +7832,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3215 days**
+- account age: **3216 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7872,7 +7853,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **5026 days**
+- account age: **5027 days**
 - recent public PR activity: **6 PRs** (1 merged / 1 closed-unmerged / 4 open; merged rate **17%**, closed-unmerged rate **17%**, open rate **67%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -7893,7 +7874,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **591 days**
+- account age: **592 days**
 - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7956,7 +7937,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **3281 days**
+- account age: **3282 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -7977,7 +7958,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1240 days**
+- account age: **1241 days**
 - recent public PR activity: **23 PRs** (10 merged / 10 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **13%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
@@ -7998,8 +7979,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **57 days**
-- recent public PR activity: **20 PRs** (4 merged / 6 closed-unmerged / 10 open; merged rate **20%**, closed-unmerged rate **30%**, open rate **50%**)
+- account age: **58 days**
+- recent public PR activity: **22 PRs** (4 merged / 6 closed-unmerged / 12 open; merged rate **18%**, closed-unmerged rate **27%**, open rate **55%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
 - heuristic read: **very new account; broad repo spread; high open PR share; no visible non-self stars**
@@ -8040,7 +8021,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **36 days**
+- account age: **37 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -8082,7 +8063,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **50 days**
+- account age: **51 days**
 - recent public PR activity: **5 PRs** (1 merged / 4 closed-unmerged / 0 open; merged rate **20%**, closed-unmerged rate **80%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
@@ -8124,7 +8105,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **929 days**
+- account age: **930 days**
 - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
@@ -8154,27 +8135,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45355: Add universal phone recognition model - PhoneticXeus](https://github.com/huggingface/transformers/pull/45355) — open
 
-### `Sid-V5`
-
-- profile: [github.com/Sid-V5](https://github.com/Sid-V5)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASid-V5)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASid-V5)
-- repo first seen: `2026-02-15T19:51:35Z`
-- repo last seen: `2026-02-15T19:53:19Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1019 days**
-- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44019: Refactor `resnet` to use `@capture_outputs` / `@can_return_tuple` output tracing](https://github.com/huggingface/transformers/pull/44019) — open
-
 ### `somAzzz`
 
 - profile: [github.com/somAzzz](https://github.com/somAzzz)
@@ -8208,7 +8168,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3291 days**
+- account age: **3292 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -8217,6 +8177,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45385: Ignore CLIP position_ids in unexpected key loading report](https://github.com/huggingface/transformers/pull/45385) — open
 
+### `Spectual`
+
+- profile: [github.com/Spectual](https://github.com/Spectual)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASpectual)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASpectual)
+- repo first seen: `2026-04-16T06:54:56Z`
+- repo last seen: `2026-04-16T06:54:56Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1537 days**
+- recent public PR activity: **11 PRs** (1 merged / 1 closed-unmerged / 9 open; merged rate **9%**, closed-unmerged rate **9%**, open rate **82%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **low**
+- heuristic read: **broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45469: Fix: propagate interpolate_pos_encoding through Pixio model hierarchy](https://github.com/huggingface/transformers/pull/45469) — open
+
 ### `stargazerwh`
 
 - profile: [github.com/stargazerwh](https://github.com/stargazerwh)
@@ -8229,7 +8210,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2934 days**
+- account age: **2935 days**
 - recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -8250,7 +8231,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **78 days**
+- account age: **79 days**
 - recent public PR activity: **4 PRs** (1 merged / 1 closed-unmerged / 2 open; merged rate **25%**, closed-unmerged rate **25%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
@@ -8271,8 +8252,8 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **407 days**
-- recent public PR activity: **174 PRs** (32 merged / 124 closed-unmerged / 18 open; merged rate **18%**, closed-unmerged rate **71%**, open rate **10%**)
+- account age: **408 days**
+- recent public PR activity: **177 PRs** (35 merged / 126 closed-unmerged / 16 open; merged rate **20%**, closed-unmerged rate **71%**, open rate **9%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
@@ -8292,7 +8273,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **748 days**
+- account age: **749 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -8313,7 +8294,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **562 days**
+- account age: **563 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -8355,7 +8336,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **429 days**
+- account age: **430 days**
 - recent public PR activity: **6 PRs** (1 merged / 5 closed-unmerged / 0 open; merged rate **17%**, closed-unmerged rate **83%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -8397,7 +8378,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **430 days**
+- account age: **431 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -8418,7 +8399,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4836 days**
+- account age: **4837 days**
 - recent public PR activity: **7 PRs** (4 merged / 2 closed-unmerged / 1 open; merged rate **57%**, closed-unmerged rate **29%**, open rate **14%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
@@ -8461,7 +8442,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **1032 days**
-- recent public PR activity: **527 PRs** (422 merged / 97 closed-unmerged / 8 open; merged rate **80%**, closed-unmerged rate **18%**, open rate **2%**)
+- recent public PR activity: **529 PRs** (424 merged / 97 closed-unmerged / 8 open; merged rate **80%**, closed-unmerged rate **18%**, open rate **2%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; very broad repo spread**
@@ -8502,7 +8483,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **480 days**
+- account age: **481 days**
 - recent public PR activity: **7 PRs** (4 merged / 3 closed-unmerged / 0 open; merged rate **57%**, closed-unmerged rate **43%**, open rate **0%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -8524,7 +8505,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 - account age: **606 days**
-- recent public PR activity: **10 PRs** (9 merged / 0 closed-unmerged / 1 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
+- recent public PR activity: **11 PRs** (9 merged / 0 closed-unmerged / 2 open; merged rate **82%**, closed-unmerged rate **0%**, open rate **18%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
 - heuristic read: **—**
@@ -8532,27 +8513,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45423: Fix void segmentation map label reduction](https://github.com/huggingface/transformers/pull/45423) — open
 
-### `yashbora9`
-
-- profile: [github.com/yashbora9](https://github.com/yashbora9)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayashbora9)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayashbora9)
-- repo first seen: `2026-02-15T19:32:34Z`
-- repo last seen: `2026-02-15T19:35:06Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIMER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2179 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44018: Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple](https://github.com/huggingface/transformers/pull/44018) — open
-
 ### `yoginlangalia`
 
 - profile: [github.com/yoginlangalia](https://github.com/yoginlangalia)
@@ -8565,7 +8525,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **224 days**
+- account age: **225 days**
 - recent public PR activity: **6 PRs** (0 merged / 1 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **17%**, open rate **83%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
@@ -8586,7 +8546,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1871 days**
+- account age: **1872 days**
 - recent public PR activity: **5 PRs** (3 merged / 1 closed-unmerged / 1 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
@@ -8628,7 +8588,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4240 days**
+- account age: **4241 days**
 - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**