jdanigo/hydraia · skills/systematic-debugging/SKILL.md

systematic-debugging skillA

systematic-debugging is agent-read markdown (skill) from jdanigo/hydraia: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

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 jdanigo/hydraia/systematic-debugging@git:20260702.9dc0119
Exact content
mdr add jdanigo/hydraia/systematic-debugging@sha256:3b20719eca4f0461

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_p3t54r4qqttxlqce.svg)](https://markdownregistry.com/a/art_p3t54r4qqttxlqce)

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Versions

versioncommittedcommitsizeaudit
git:20260702.9dc0119 latest2026-07-02 9dc0119 9,885 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 (9885 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

jdanigo/hydraia · 8 stars · license MIT · pushed 2026-09-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p3t54r4qqttxlqce
GET https://markdownregistry.com/api/v1/resolve?ref=jdanigo/hydraia/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/3b20719eca4f0461cb51a195221320d775dcf03b6859271066a03a5132a6ce7a

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