evolve-loop

Saved declaration

{}

Saved declaration

{
  "name": "evolve-loop",
  "source": {
    "sha": "36eebb0512f466510ace20942e046ca7a70ed990",
    "url": "https://github.com/mickeyyaya/evolve-loop.git",
    "source": "url"
  },
  "homepage": "https://github.com/mickeyyaya/evolve-loop#readme",
  "description": "A self-learning development pipeline that gets smarter with every cycle. It calibrates itself against your codebase, dynamically selects the highest-impact tasks, implements them in isolated git worktrees, and blocks bad code through eval gates — then learns from each cycle to make better decisions next time.\n\n4 specialized agents (Scout, Builder, Auditor, Operator) work across 5 phases: DISCOVER → BUILD → AUDIT → SHIP → LEARN. The Scout uses multi-armed bandit\nscoring and 8-dimension quality benchmarks to target your codebase's weakest areas. The Builder implements in isolation. The Auditor blocks MEDIUM+ severity\nissues. After each cycle, the pipeline extracts reusable \"instincts\" — patterns about what worked and what failed — that compound over time.\n\nEvery 5 cycles, a meta-cycle evaluates the pipeline itself and evolves its own agent prompts based on measured performance. It ran 151 cycles on its own\ncodebase, shipping 67+ improvements and raising its quality score from 83.8 to 94.4 — all autonomously.\n\nNo external dependencies. MIT licensed."
}

Skills

[
  "./skills/evolve-loop/",
  "./skills/refactor/",
  "./skills/code-review-simplify/",
  "./skills/inspirer/",
  "./skills/evaluator/"
]

Agents

[
  "./agents/evolve-scout.md",
  "./agents/evolve-builder.md",
  "./agents/evolve-auditor.md",
  "./agents/evolve-operator.md"
]

Saved declaration

{
  "name": "evolve-loop",
  "agents": [
    "./agents/evolve-scout.md",
    "./agents/evolve-builder.md",
    "./agents/evolve-auditor.md",
    "./agents/evolve-operator.md"
  ],
  "author": {
    "name": "Dan Lee"
  },
  "skills": [
    "./skills/evolve-loop/",
    "./skills/refactor/",
    "./skills/code-review-simplify/",
    "./skills/inspirer/",
    "./skills/evaluator/"
  ],
  "license": "MIT",
  "version": "8.11.1",
  "homepage": "https://github.com/mickeyyaya/evolve-loop",
  "keywords": [
    "claude-code",
    "agents",
    "skills",
    "evolve",
    "autonomous",
    "pipeline",
    "self-evolving",
    "eval"
  ],
  "repository": "https://github.com/mickeyyaya/evolve-loop",
  "description": "Self-evolving development pipeline — 3 lean agents across 6 phases with compound discovery loop, proactive research, and strict evaluation. No external dependencies."
}