genius-evolve

# GENIUS — evolve (standalone) Preconditions: the evolve-dir already contains `initial_program.py`, `evaluator.py`, and a `frozen.lock` (sha256 of the evaluator). If not, first do the draft→freeze gate from the `genius` skill's EVOLVE section. Setup: see `$CLAUDE_PLUGIN_ROOT/docs/EVOLVE-SETUP.md` (ollama + the openevolve venv). 1. Resolve `PLUGIN_ROOT` (`echo "$CLAUDE_PLUGIN_ROOT"`). 2. **Verify preconditions — fail explicitly, no silent fallback.** Confirm `<evolve-dir>/initial_program.py`, `<evolve-dir>/evaluator.py`, and `<evolve-dir>/frozen.lock` all exist (e.g. `ls -1 <evolve-dir>/{initial_program.py,evaluator.py,frozen.lock}`). If any is missing, report exactly which one(s) and STOP — direct the user to the draft→freeze gate in the `genius` skill's EVOLVE section. Do NOT attempt to run EVOLVE on an under-prepared dir. 3. Run: `bash "$CLAUDE_PLUGIN_ROOT/scripts/run-openevolve.sh" <evolve-dir> --iterations <N>`. Use the user's `--iterations N` override from the command args if present, else default N=30. On non-zero exit, report the reason (frozen mismatch / missing venv / no best produced). 4. On success, read `<evolve-dir>/out/best/best_program_info.json` and report the evolved artifact + its `combined_score` + the trajectory.