← ClaudeAtlas

forgelisted

Evolutionary multi-AI code forge — three AIs build, test, and cross-pollinate
Nbofs8398/claudes-ai-buddies · ★ 0 · Code & Development · score 72
Install: claude install-skill Nbofs8398/claudes-ai-buddies
# /forge — Evolutionary Multi-AI Code Forge (v2) Three AI engines independently implement the same task, compete on automated fitness tests, then the best solution is refined through critique-based synthesis. Claude is a **pure orchestrator** — it dispatches, scores, and judges but never competes. ## How to invoke **Direct forge** — user specifies a focused task: ``` /forge "Add NaN guard to scoring" --fitness "npx jest" ``` Optional flags: - `--timeout SECS` — override the safety cap (default: 600s from config key `forge_timeout`) - `--async` — run in background, continue conversation - `--engines claude,codex` — limit which engines compete (default: all available) - `--starter codex` — override which engine runs first ## Using forge inside existing planning workflows `/forge` works as a **tool within any plan** — `/build-guard`, `/plan-guarded`, plan mode, or any task list. ### The `[forge]` tag When building a plan, Claude can tag tasks: - `[forge]` — algorithmic, tricky, multiple valid approaches - No tag or `[direct]` — straightforward, Claude handles normally ### What to tag `[forge]` - Algorithms, scoring logic, data transformations - Race condition fixes, concurrency patterns - Performance-critical code paths - Anything with multiple valid approaches where three perspectives help ### What NOT to tag `[forge]` - Types, imports, config, UI layout, wiring - Boilerplate, glue code — one obvious answer - Anything without a runnable fitness test --- ## Step-by