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:

python SKILLS/arc_agi_project/references/examples/minimal_runner.py

Run a single experiment (example):

python scripts/entrypoint.py --task example1 --out_dir experiments

Postprocess logs to attach candidate snapshot and coerce gates:

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.