skymanbp/cc-enforcer · skills/systematic-debug/SKILL.md

systematic-debug skillA

systematic-debug is agent-read markdown (skill) from skymanbp/cc-enforcer: 在 debug / 修 bug / 异常排查 / "为什么不工作" 等语境下自动唤起。强制 agent 先走完根因分析的 7 问与 5 步骤，禁止直接给出反应式修补。当用户描述：bug、错误、stack trace、异常行为、"为什么 X 失败"、"为什么 Y 不工作"、"修一下这个"、"测试不过"、"500 报错"、"突然就坏了" 等情形时使用。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add skymanbp/cc-enforcer/systematic-debug@git:20260812.131c150
Exact content
mdr add skymanbp/cc-enforcer/systematic-debug@sha256:f5678c32b5f2cf44

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_n2en7aw3d2sddxkr.svg)](https://markdownregistry.com/a/art_n2en7aw3d2sddxkr)

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Versions

versioncommittedcommitsizeaudit
git:20260812.131c150 latest2026-08-12 131c150 11,144 BA view · diff
git:20260811.3486c2c2026-08-11 3486c2c 10,044 BA view · diff
git:20260513.78d97092026-05-13 78d9709 9,914 BA view · diff
git:20260429.0b91de72026-04-29 0b91de7 5,596 BA view · diff
git:20260427.163c5ca2026-04-27 163c5ca 4,300 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11144 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

skymanbp/cc-enforcer · 5 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n2en7aw3d2sddxkr
GET https://markdownregistry.com/api/v1/resolve?ref=skymanbp/cc-enforcer/systematic-debug
GET https://markdownregistry.com/api/v1/blob/f5678c32b5f2cf44abd18fe613d3ec4d19b60997ff749515efa4b4d64bdf144a

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.