القائمة
Use when the user runs /genius-evolve or asks to run the EVOLVE engine on an already-prepared evolve-dir (initial_program.py + frozen evaluator.py + frozen.lock).
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
Use when the user runs /genius-focus or asks GENIUS to break a local sub-problem (a principle/formula/math/method) inside an EXISTING project. Auto-understands the project, surfaces candidate sub-problems, user picks one, then runs a scoped axioms-grounded debate (+gated EVOLVE).
Use when the user runs /genius-understand or asks GENIUS to map/diagnose the current project. Runs the bundled understand workflow and presents the grounded map. Persists understand-map.md and understand-map.json to the runDir immediately after the workflow returns.
Use when the user runs /genius or asks to run the GENIUS multi-agent idea→portfolio pipeline. Computes the run directory and launches the bundled debate-engine workflow.
| name | genius-evolve |
| description | Use when the user runs /genius-evolve or asks to run the EVOLVE engine on an already-prepared evolve-dir (initial_program.py + frozen evaluator.py + frozen.lock). |
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 $CLAUDE_PLUGIN_ROOT/docs/EVOLVE-SETUP.md (ollama + the
openevolve venv).
PLUGIN_ROOT (echo "$CLAUDE_PLUGIN_ROOT").<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.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).<evolve-dir>/out/best/best_program_info.json and report the evolved artifact +
its combined_score + the trajectory.