flagrare/agent-skills · plugins/flagrare/skills/debug-hunt/SKILL.md

debug-hunt skillA

debug-hunt is agent-read markdown (skill) from flagrare/agent-skills: Evidence-first debugging for bugs that are hard to reproduce, intermittent, performance-related, or where previous static-analysis fixes have failed. Declares an explicit goal via /goal (the bug no longer reproduces), then loops through Hypothesis → Instrument → Reproduce → Analyze → Fix until that goal is met. Uses ATDD via /flagrare:atdd-plan to write the fix when the codebase has tests. Triggers when the user reports a difficult bug, says 'this only happens sometimes', 'my fix didn't work', '.

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 flagrare/agent-skills/debug-hunt@git:20260611.9c42181
Exact content
mdr add flagrare/agent-skills/debug-hunt@sha256:beaae753cf77fcde

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_cr7t6zirxrlfalr2.svg)](https://markdownregistry.com/a/art_cr7t6zirxrlfalr2)

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Versions

versioncommittedcommitsizeaudit
git:20260611.9c42181 latest2026-06-11 9c42181 9,734 BA view · diff
git:20260528.07b43c32026-05-28 07b43c3 9,847 BA view · diff
git:20260528.11980f52026-05-28 11980f5 8,836 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 (9734 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

flagrare/agent-skills · 11 stars · license none · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cr7t6zirxrlfalr2
GET https://markdownregistry.com/api/v1/resolve?ref=flagrare/agent-skills/debug-hunt
GET https://markdownregistry.com/api/v1/blob/beaae753cf77fcde787256f3d416264c8d253571670d838b4c9a284693a94456

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