gitnexus-debugging SKILL.md skillA
gitnexus-debugging from apra-labs/apra-fleet is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add apra-labs/apra-fleet/gitnexus-debugging@git:20260819.8cee669Pins git:20260819.8cee669 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- apra-labs/apra-fleet
- Path
.claude/skills/gitnexus/gitnexus-debugging/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260819.8cee669, committed Aug 19, 2026
- Size
- 3,637 bytes
- Repository stars
- 105
- License
- a license file GitHub does not identify
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug".
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 with GitNexus
## When to Use
- "Why is this function failing?"
- "Trace where this error comes from"
- "Who calls this method?"
- "This endpoint returns 500"
- Investigating bugs, errors, or unexpected behavior
## Workflow
```
1. query({search_query: "<error or symptom>"}) -> Find related execution flows
2. context({name: "<suspect>"}) -> See callers/callees/processes
3. READ gitnexus://repo/{name}/process/{name} -> Trace execution flow
4. cypher({statement: "MATCH path..."}) -> Custom traces if needed
```
> If "Index is stale" -> run `node .gitnexus/run.cjs analyze` in terminal.
## Checklist
```
- [ ] Understand the symptom (error message, unexpected behavior)
- [ ] query for error text or related code
- [ ] Identify the suspect function from returned processes
- [ ] context to see callers and callees
- [ ] Trace execution flow via process resource if applicable
- [ ] cypher for custom call chain traces if needed
- [ ] Read source files to confirm root cause
```
## Debugging Patterns
| Symptom | GitNexus Approach |
…Read the whole file at its exact version.
How to install
mdr add apra-labs/apra-fleet/gitnexus-debugging@sha256:90a172aee3294e7bThe line at the top of this page pins the label git:20260819.8cee669, 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_drkxaj57jg5xo5zx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 19, 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 (3637 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
apra-labs/apra-fleet · 105 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_drkxaj57jg5xo5zx GET https://markdownregistry.com/api/v1/resolve?ref=apra-labs/apra-fleet/gitnexus-debugging GET https://markdownregistry.com/api/v1/blob/90a172aee3294e7b4c3f4f9e6734328cbda266230c6a70ea643aa8ff2af0fb8d
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.
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