mjunaidca/mjs-agent-skills · .claude/skills/systematic-debugging/SKILL.md

systematic-debugging skillA

systematic-debugging is agent-read markdown (skill) from mjunaidca/mjs-agent-skills: Systematic methodology for debugging bugs, test failures, and unexpected behavior. Use when encountering any technical issue before proposing fixes. Covers root cause investigation, pattern analysis, hypothesis testing, and fix implementation. Use ESPECIALLY when under time pressure, "just one quick fix" seems obvious, or you've already tried multiple fixes. NOT for exploratory code reading..

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 mjunaidca/mjs-agent-skills/systematic-debugging@git:20251222.8a87f42
Exact content
mdr add mjunaidca/mjs-agent-skills/systematic-debugging@sha256:993e537ababe6a72

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_nfqs5mzpefzpqvg3.svg)](https://markdownregistry.com/a/art_nfqs5mzpefzpqvg3)

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Versions

versioncommittedcommitsizeaudit
git:20251222.8a87f42 latest2025-12-22 8a87f42 5,750 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 (5750 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

mjunaidca/mjs-agent-skills · 28 stars · license none · pushed 2026-08-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nfqs5mzpefzpqvg3
GET https://markdownregistry.com/api/v1/resolve?ref=mjunaidca/mjs-agent-skills/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/993e537ababe6a72ea8678bf2a4a08eaefd947f3ff70f3617a491c12df12348e

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