systematic-debugging SKILL.md skillA
systematic-debugging from a5c-ai/babysitter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add a5c-ai/babysitter/systematic-debugging@git:20260601.da7723aPins git:20260601.da7723a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- a5c-ai/babysitter
- Path
library/methodologies/superpowers/skills/systematic-debugging/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260601.da7723a, committed Jun 1, 2026
- First version recorded
- Mar 25, 2026
- Size
- 1,203 bytes
- Repository stars
- 1,891
- License
- MIT
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Requires root cause investigation first.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## When 3+ Fixes Fail Stop and question the architecture. Pattern of repeated failures indicates architectural problems, not implementation bugs. ## Red Flags (STOP and Follow Process) - "Quick fix for now" - "Just try changing X" - Proposing solutions before tracing data flow - "One more fix attempt" (when already tried 2+) ## Agents Used - Process agents defined in `systematic-debugging.js` ## Tool Use Invoke via babysitter process: `methodologies/superpowers/systematic-debugging`
Read the whole file at its exact version.
How to install
mdr add a5c-ai/babysitter/systematic-debugging@sha256:1f5a9e7d1cf39427The line at the top of this page pins the label git:20260601.da7723a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jx7xced33evayl2h)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 25, 2026 and Jun 1, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260601.da7723a latest | 2026-06-01 | da7723a | 1,203 B | A | view · diff |
| git:20260507.9f5be95 | 2026-05-07 | 9f5be95 | 1,228 B | A | view · diff |
| git:20260507.8dfdcb4 | 2026-05-07 | 8dfdcb4 | 1,223 B | C | view · diff |
| git:20260507.56f011d | 2026-05-07 | 56f011d | 1,375 B | A | view · diff |
| git:20260325.a6b3a88 | 2026-03-25 | a6b3a88 | 1,285 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1203 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
a5c-ai/babysitter · 1,891 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jx7xced33evayl2h GET https://markdownregistry.com/api/v1/resolve?ref=a5c-ai/babysitter/systematic-debugging GET https://markdownregistry.com/api/v1/blob/1f5a9e7d1cf39427fb3094b9349355799a956a7e8d261d3cef301c163e2b3e16
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from a5c-ai/babysitter
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