loop-design-check — Agent Skill 安装配置（SkillsMP）

{
  "id": "io.github.affaan-m/ECC/loop-design-check",
  "type": "skill",
  "version": "main",
  "displayName": "loop-design-check",
  "description": "Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.",
  "author": {
    "name": "affaan-m",
    "url": "https://github.com/affaan-m"
  },
  "repository": {
    "url": "https://github.com/affaan-m/ECC",
    "source": "github",
    "subfolder": "skills/loop-design-check"
  },
  "homepage": "https://skillsmp.com/creators/affaan-m/ecc/skills-loop-design-check",
  "distribution": {
    "packages": [
      {
        "registryType": "source",
        "identifier": "affaan-m/ECC@loop-design-check",
        "version": "main",
        "runtimeHint": "npx skills add"
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "codex",
    "vscode"
  ],
  "keywords": [
    "repo_stars:224131"
  ],
  "provenance": {
    "origin": "skillsmp",
    "originalId": "affaan-m-ecc-skills-loop-design-check-skill-md",
    "originalUrl": "https://skillsmp.com/creators/affaan-m/ecc/skills-loop-design-check",
    "isOfficial": false,
    "status": "active"
  }
}