id string | source string | dataset_type string | mode string | status string | problem string | split_seed_key string | run_id string | run_file string | timestamp null | tool_name string | tool_args_quality string | step_index int64 | total_steps int64 | trajectory_has_write bool | trajectory_write_call_index int64 | trajectory_kb_calls int64 | trajectory_read_fixture_calls int64 | prompt string | response string | messages list | metadata dict | split string | __source_split string | __source_dataset string | __source_path string | dataset_version string | __source_variant string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
run:031f8ea7191a:step:002:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:2 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | tool_fc7bd84a | json | 2 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"tool_fc7bd84a","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-security-processbuilder-a\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
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"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | train | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:033:id_selection_repair_v4:synthetic_v4:typo_swap | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:33 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | op_3925622f | json | 33 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_3925622f","arguments":"{\"methodName\":\"findAll\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | validation | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:049:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:49 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | fn_da12f708 | json | 49 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"fn_da12f708","arguments":"{\"content\":\"<omitted>\",\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-secur\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:057:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:57 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | action_0badda3a | json | 57 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"action_0badda3a","arguments":"{\"path\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-securit\",\"pattern\":\"Transform\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | train | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:080:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:80 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | op_81787bc9 | json | 80 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_81787bc9","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-security-processbuilder-a\",\"newString\":\"<omitted>\",\"oldString\":\"<omitted>\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/validation.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:080:id_selection_repair_v4:synthetic_v4:namespace_prefix | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:80 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | op_81787bc9 | json | 80 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_81787bc9","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-security-processbuilder-a\",\"newString\":\"<omitted>\",\"oldString\":\"<omitted>\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/validation.jsonl | v3-general | toolcall-next-v3-general |
run:031f8ea7191a:step:087:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | java-replace-default-aes | run:031f8ea7191a:87 | run:031f8ea7191a | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/pipeline-result-2026-01-30T14-57-50-811Z.json | null | tool_d043e60d | json | 87 | 95 | true | 47 | 15 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"tool_d043e60d","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/java-security-processbuilder-a\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/java-replace-default-aes/opencode/java-security-processbuilder-aes-hardening-340ae107",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:031f8e... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:055c3374e00b:step:041:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | hono-secure-cookie | run:055c3374e00b:41 | run:055c3374e00b | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/pipeline-result-2026-01-30T16-23-56-686Z.json | null | op_55f1a36d | json | 41 | 88 | true | 64 | 24 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_55f1a36d","arguments":"{\"methodName\":\"range\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/hono-secure-cookie-httpOnly-sameSite-703fdb6c",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:055c3374e00b:step:... | train | validation | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:055c3374e00b:step:047:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | hono-secure-cookie | run:055c3374e00b:47 | run:055c3374e00b | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/pipeline-result-2026-01-30T16-23-56-686Z.json | null | op_d1608c73 | json | 47 | 88 | true | 64 | 24 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_d1608c73","arguments":"{\"methodName\":\"children\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/hono-secure-cookie-httpOnly-sameSite-703fdb6c",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:055c3374e00b:step:... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:055c3374e00b:step:075:id_selection_repair_v4:synthetic_v4:typo_swap | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | passed | hono-secure-cookie | run:055c3374e00b:75 | run:055c3374e00b | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/pipeline-result-2026-01-30T16-23-56-686Z.json | null | action_6b2ec555 | json | 75 | 88 | true | 64 | 24 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"action_6b2ec555","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/hono-secure-cookie-httpOnly-sa\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/benchmarks/hono-secure-cookie/opencode/hono-secure-cookie-httpOnly-sameSite-703fdb6c",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:055c3374e00b:step:... | train | train | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:0562f493e583:step:001:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | failed | null | run:0562f493e583:1 | run:0562f493e583 | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/pipeline-result-2026-02-10T17-02-26-121Z.json | null | op_2988197c | json | 1 | 5 | false | null | 5 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_2988197c","arguments":"{\"query\":\"\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/cryptojs-md5-to-sha256-8bb832fc",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:0562f493e583:step:001",
"id_selection_mistake": {
"bucket": ... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:0562f493e583:step:001:id_selection_repair_v4:synthetic_v4:suffix_noise | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | failed | null | run:0562f493e583:1 | run:0562f493e583 | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/pipeline-result-2026-02-10T17-02-26-121Z.json | null | op_2988197c | json | 1 | 5 | false | null | 5 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"op_2988197c","arguments":"{\"query\":\"\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/cryptojs-md5-to-sha256-8bb832fc",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:0562f493e583:step:001",
"id_selection_mistake": {
"bucket": ... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:0a9780927fae:step:002:id_selection_repair_v4 | wish-engine | toolcall-id-selection-v4-repair | opencode | passed | null | run:0a9780927fae:2 | run:0a9780927fae | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/pipeline-result-2026-02-04T12-04-32-825Z.json | null | action_17c9ac8b | json | 2 | 40 | false | null | 16 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"action_17c9ac8b","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/express-session-security-flags\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/CryptoJS-MD5-to-SHA256-3cb1552f",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:0a9780927fae:step:002",
"id_selection_mistake": {
"bucket": ... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:0a9780927fae:step:002:id_selection_repair_v4:synthetic_v4:suffix_noise | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | passed | null | run:0a9780927fae:2 | run:0a9780927fae | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/pipeline-result-2026-02-04T12-04-32-825Z.json | null | action_17c9ac8b | json | 2 | 40 | false | null | 16 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"action_17c9ac8b","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/express-session-security-flags\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/CryptoJS-MD5-to-SHA256-3cb1552f",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:0a9780927fae:step:002",
"id_selection_mistake": {
"bucket": ... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
run:0a9780927fae:step:002:id_selection_repair_v4:synthetic_v4:typo_swap | wish-engine | toolcall-id-selection-v4-synthetic-repair | opencode | passed | null | run:0a9780927fae:2 | run:0a9780927fae | /Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/pipeline-result-2026-02-04T12-04-32-825Z.json | null | action_17c9ac8b | json | 2 | 40 | false | null | 16 | 0 | System:
You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are already pre-loaded.
Available tools ... | {"tool_calls":[{"type":"function","function":{"name":"action_17c9ac8b","arguments":"{\"filePath\":\"/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/express-session-security-flags\"}"}}]} | [
{
"role": "system",
"content": "You are the wish-engine implementor agent. Choose one tool call at a time to implement scripts/codemod.ts quickly and correctly. Prioritize early file-modification tool calls once you understand the transformation intent. Avoid unnecessary fixture re-reads when fixtures are a... | {
"history_window": 4,
"codemod_workspace": "/Users/sahilmobaidin/Desktop/myprojects/wish-engine/temp/CryptoJS-MD5-to-SHA256-3cb1552f",
"v2_canonicalized": true,
"tool_alias_profile": "dynamic-v1",
"tool_alias_count": 21,
"original_id": "run:0a9780927fae:step:002",
"id_selection_mistake": {
"bucket": ... | train | test | toolcall-v1/toolcall-next-v1 | /Users/sahilmobaidin/Desktop/myprojects/ai-engineering-learning/benchmark-data/ft/toolcall-v1/toolcall-next-v1/train.jsonl | v3-general | toolcall-next-v3-general |
End of preview. Expand in Data Studio
wish-engine-toolcall-id-selection-v5-ablation
Targeted dataset for correcting canonical tool-ID selection mistakes with synthetic hard negatives.
Splits
- train: 202
- validation: 30
- test: 31
Source mix
- v3 generalized tool-call rows selected by eval mistake IDs
- ID-selection repair supervision from real benchmark failures
- synthetic hard negatives with deterministic ID perturbation + roster reorder
Generated by:
scripts/build-hf-toolcall-id-selection-dataset-v4.ts
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