wshobson/agents · plugins/developer-essentials/skills/debugging-strategies/SKILL.md

debugging-strategies skillA

debugging-strategies is agent-read markdown (skill) from wshobson/agents: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior..

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 wshobson/agents/debugging-strategies@git:20260307.47a5dbc
Exact content
mdr add wshobson/agents/debugging-strategies@sha256:f7361b6e479a148f

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_36weizflzwdymtta.svg)](https://markdownregistry.com/a/art_36weizflzwdymtta)

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Versions

versioncommittedcommitsizeaudit
git:20260307.47a5dbc latest2026-03-07 47a5dbc 11,879 BA view · diff
git:20260119.56848872026-01-19 5684887 12,277 BA view · diff
git:20251024.ed129a82025-10-24 ed129a8 12,546 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 (11879 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

wshobson/agents · 39,757 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_36weizflzwdymtta
GET https://markdownregistry.com/api/v1/resolve?ref=wshobson/agents/debugging-strategies
GET https://markdownregistry.com/api/v1/blob/f7361b6e479a148fa609aa2b0c377fd09ed254985aa5763f509be38f7e7e9c0d

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