magnus919/agent-skills · systematic-debugging/SKILL.md

systematic-debugging skillB

systematic-debugging is agent-read markdown (skill) from magnus919/agent-skills: Diagnose root causes with a four-phase debugging protocol. Use for ANY technical issue — test failures, production bugs, unexpected behavior, performance problems, build failures, or integration issues. ESPECIALLY when under time pressure, when "one quick fix" seems obvious, or when previous fix attempts have failed. Do not use this skill for unrelated requests; route to the nearest named specialist..

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 magnus919/agent-skills/systematic-debugging@git:20260902.035e58d
Exact content
mdr add magnus919/agent-skills/systematic-debugging@sha256:1c6ac5f63950a730

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_w3e2wko4kwx5bnp3.svg)](https://markdownregistry.com/a/art_w3e2wko4kwx5bnp3)

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Versions

versioncommittedcommitsizeaudit
git:20260902.035e58d latest2026-09-02 035e58d 17,398 BB view · diff
git:20260711.a5f7e742026-07-11 a5f7e74 17,321 BB view · diff
git:20260522.1e9fd742026-05-22 1e9fd74 17,362 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No recursive delete of root, home or parent (matched: rm -rf ~/)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17398 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 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

magnus919/agent-skills · 84 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w3e2wko4kwx5bnp3
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/1c6ac5f63950a730bb357162c52c231e01f4668c453e8ae5b62732b11c4d3df8

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