debug-issue SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
debug-issue from arasz/ai-badger is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add arasz/ai-badger/debug-issue@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- arasz/ai-badger
- Path
features/common/skills/debug-issue/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Sep 11, 2026
- First version recorded
- Aug 1, 2026
- Size
- 3,990 bytes
- Repository stars
- 3
- License
- MIT
Use when a bug report or failing test names a symptom and the code path producing it is not yet known — trace the call chain from symptom to entry point before proposing a fix. Trigger phrases: "why does this fail", "trace this bug", "find where this is called from", "what calls this function", "did a recent change cause this". Not a replacement for the general reproduce-isolate-fix discipline (a `systematic-debugging` skill, if present, governs that overall loop); reach for this skill…
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
# Debug issue Trace the call chain before hypothesizing. The failure this skill exists to prevent: proposing a fix before the call chain from symptom to entry point has actually been traced. The workflow derives from the skill templates the `code-review-graph` project auto-installs (MIT, © 2026 Tirth Kanani), rewritten here to be tool-agnostic: every step carries a baseline that needs no graph server. ## Steps 1. **Locate the code from the symptom.** Accelerated: a code-graph semantic-search call (e.g. `semantic_search_nodes`-shaped; discover the real tool name from the server's own listing) finds relevant code by meaning, not string match. Baseline: grep for the error message, log line, or another distinctive identifier (field name, status code, exception type) across the source tree. 2. **Trace callers and callees from that point — both directions**, not just one. Accelerated: a graph query for callers-of/callees-of the located symbol (e.g. `query_graph`- shaped with `callers_of`/`callees_of` patterns). Baseline: the IDE's find-references / go-to-definition, or `grep -rn` the symbol for callers and read the body for callees. Walk …
Read the whole file at its exact version.
How to install
mdr add arasz/ai-badger/debug-issue@sha256:0e35a9e95a464c54The line at the top of this page pins the label v1.0.0, 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_zyqgzetgmge3y5ro)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 1, 2026 and Sep 11, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-11 | c8da0f0 | 3,990 B | A | view · diff |
| v1.0.0 | 2026-08-08 | 9006bf5 | 3,988 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 013ee4d | 3,975 B | A | view · diff |
| v1.0.0 | 2026-08-01 | 7f2715b | 3,923 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 (3990 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
arasz/ai-badger · 3 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zyqgzetgmge3y5ro GET https://markdownregistry.com/api/v1/resolve?ref=arasz/ai-badger/debug-issue GET https://markdownregistry.com/api/v1/blob/0e35a9e95a464c544e08e3474a0dd2ef44e903637d7ac846ffc86748e81bb814
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.