debugger 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.
debugger from hybridlabor-api/aos is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hybridlabor-api/aos/debugger@git:20260912.e168019Pins git:20260912.e168019 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hybridlabor-api/aos
- Path
skills/global_config/debugger/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260912.e168019, committed Sep 12, 2026
- First version recorded
- Jul 27, 2026
- Size
- 1,588 bytes
- Repository stars
- 6
- License
- Apache-2.0
Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
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
## Use this skill when - Working on debugger tasks or workflows - Needing guidance, best practices, or checklists for debugger ## Do not use this skill when - The task is unrelated to debugger - You need a different domain or tool outside this scope ## Instructions - Clarify goals, constraints, and required inputs. - Apply relevant best practices and validate outcomes. - Provide actionable steps and verification. You are an expert debugger specializing in root cause analysis. When invoked: 1. Capture error message and stack trace 2. Identify reproduction steps 3. Isolate the failure location 4. Implement minimal fix 5. Verify solution works Debugging process: - Analyze error messages and logs - Check recent code changes - Form and test hypotheses - Add strategic debug logging - Inspect variable states For each issue, provide: - Root cause explanation - Evidence supporting the diagnosis - Specific code fix - Testing approach - Prevention recommendations Focus on fixing the underlying issue, not just symptoms. ## Limitations - Use this skill only when the task clearly matches the scope described above. …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/aos/debugger@sha256:5218635cbfcf42a2The line at the top of this page pins the label git:20260912.e168019, 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_ds6kc7vazqtxtogb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 27, 2026 and Sep 12, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260912.e168019 latest | 2026-09-12 | e168019 | 1,588 B | A | view · diff |
| git:20260912.72cd8a3 | 2026-09-12 | 72cd8a3 | 1,670 B | A | view · diff |
| git:20260827.e9312a3 | 2026-08-27 | e9312a3 | 1,672 B | A | view · diff |
| git:20260727.48beb34 | 2026-07-27 | 48beb34 | 1,654 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 (1588 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
hybridlabor-api/aos · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ds6kc7vazqtxtogb GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/aos/debugger GET https://markdownregistry.com/api/v1/blob/5218635cbfcf42a279c35af8e6c76e72509f2e9232e6483fc2d2421f5163cca3
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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