## 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.