| ## Pre‑Emergence Mechanics Framework (PEMF) — ARC‑AGI | |
| Short summary | |
| The Pre‑Emergence Mechanics Framework (PEMF) frames ARC tasks as a boundary‑constrained field problem solved by minimizing irreducible residue (o) under writability gates. PEMF implements four core primitives — **Scalar Potential (+)**, **Gradient Ordering (V)**, **Residue (o)**, and **Boundary Charge (p_q)** — and composes atomic transforms (tile, shifted tile, fill_enclosed, rotate, reflect, etc.) in a beam search to drain residue and produce stable outputs. | |
| Quick verification | |
| - Run the minimal runner to verify primitives: | |
| ```bash | |
| python SKILLS/arc_agi_project/references/examples/minimal_runner.py | |
| ``` | |
| - Run a single experiment (example): | |
| ```bash | |
| python scripts/entrypoint.py --task example1 --out_dir experiments | |
| ``` | |
| - Postprocess logs to attach candidate snapshot and coerce gates: | |
| ```bash | |
| python scripts/fix_and_inspect_logs.py | |
| ``` | |
| Where to find skill artifacts | |
| - `SKILLS/arc_agi_project/` — howto, runnable example `references/examples/minimal_runner.py`, and README for the ARC‑AGI skill. | |