a5c-ai/babysitter · library/methodologies/rpikit/skills/systematic-debugging/SKILL.md

systematic-debugging skillA

systematic-debugging is agent-read markdown (skill) from a5c-ai/babysitter: Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects..

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 a5c-ai/babysitter/systematic-debugging@git:20260605.09bdbf7
Exact content
mdr add a5c-ai/babysitter/systematic-debugging@sha256:c502e5497ab7d6de

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_xikrhzjngqvmcldz.svg)](https://markdownregistry.com/a/art_xikrhzjngqvmcldz)

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Versions

versioncommittedcommitsizeaudit
git:20260605.09bdbf7 latest2026-06-05 09bdbf7 1,830 BA view · diff
git:20260601.da7723a2026-06-01 da7723a 1,378 BA view · diff
git:20260507.9f5be952026-05-07 9f5be95 1,405 BA view · diff
git:20260507.8dfdcb42026-05-07 8dfdcb4 1,400 BC view · diff
git:20260507.56f011d2026-05-07 56f011d 1,442 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 (1830 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

a5c-ai/babysitter · 1,800 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xikrhzjngqvmcldz
GET https://markdownregistry.com/api/v1/resolve?ref=a5c-ai/babysitter/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/c502e5497ab7d6def4a0a79d9e6baaedf5456a6f0b544a46bce79fc87bb2981e

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