debugging SKILL.md skillA
debugging from mnemosyne-systems/orangu is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mnemosyne-systems/orangu/debugging@git:20260620.6528cabPins git:20260620.6528cab in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mnemosyne-systems/orangu
- Path
contrib/skills/debugging/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260620.6528cab, committed Jun 20, 2026
- Size
- 450 bytes
- Repository stars
- 50
- License
- GPL-3.0
Investigate a bug methodically before proposing a fix.
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
# Debugging Investigate the reported issue carefully. Focus on: 1. Reproducing the problem from the available context 2. Identifying the most likely root cause 3. Calling out missing evidence or assumptions 4. Proposing the smallest defensible fix 5. Suggesting validation steps after the fix Use the user-provided context below when present: $ARGUMENTS
Read the whole file at its exact version.
How to install
mdr add mnemosyne-systems/orangu/debugging@sha256:dd90eae54d8a2bc1The line at the top of this page pins the label git:20260620.6528cab, 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_y53lv62xcmyq6xid)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 20, 2026.
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 (450 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
mnemosyne-systems/orangu · 50 stars · license GPL-3.0 · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y53lv62xcmyq6xid GET https://markdownregistry.com/api/v1/resolve?ref=mnemosyne-systems/orangu/debugging GET https://markdownregistry.com/api/v1/blob/dd90eae54d8a2bc1d1439f39e96288bcaf2bc54c6a43b8623a158436572628c3
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.