debug
Structured debugging session β reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.
Install / Use
npx skills add anthropics/knowledge-work-plugins --skill debugInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OperationsSupported Platforms
Tags
Our assessment of debug
debug scores 93/100 on our quality scale, 143rd of 708 Operations skills we index (top 21%).
Its SKILL.md is 3.5 KB long, well organised into 12 sections with 3 code examples: a solid amount of guidance for an agent.
With 25,526 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 7 days ago, so debug is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit β read the skill file before letting an agent act on it.
debug compared with similar skills
All 4 of these similar skills score higher than debug; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| debug (this skill)by anthropics | 93 | 25.5k | 7d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 9d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 9d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 10d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 10d ago | SKILL.md |
Frequently asked questions
- How do I install debug?
- Run
npx skills add anthropics/knowledge-work-plugins --skill debug. The install tabs above show the steps for each supported agent. - Which AI agents does debug work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is debug safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is debug still maintained?
- The repository was last updated 7 days ago, so debug is actively maintained.
Skill content
View source on GitHubname: debug description: Structured debugging session β reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious. argument-hint: "<error message or problem description>"
/debug
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
Run a structured debugging session to find and fix issues systematically.
Usage
/debug $ARGUMENTS
How It Works
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β DEBUG β
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β Step 1: REPRODUCE β
β β Understand the expected vs. actual behavior β
β β Identify exact reproduction steps β
β β Determine scope (when did it start? who is affected?) β
β β
β Step 2: ISOLATE β
β β Narrow down the component, service, or code path β
β β Check recent changes (deploys, config changes, dependencies) β
β β Review logs and error messages β
β β
β Step 3: DIAGNOSE β
β β Form hypotheses and test them β
β β Trace the code path β
β β Identify root cause (not just symptoms) β
β β
β Step 4: FIX β
β β Propose a fix with explanation β
β β Consider side effects and edge cases β
β β Suggest tests to prevent regression β
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What I Need From You
Tell me about the problem. Any of these help:
- Error message or stack trace
- Steps to reproduce
- What changed recently
- Logs or screenshots
- Expected vs. actual behavior
Output
## Debug Report: [Issue Summary]
### Reproduction
- **Expected**: [What should happen]
- **Actual**: [What happens instead]
- **Steps**: [How to reproduce]
### Root Cause
[Explanation of why the bug occurs]
### Fix
[Code changes or configuration fixes needed]
### Prevention
- [Test to add]
- [Guard to put in place]
If Connectors Available
If ~~monitoring is connected:
- Pull logs, error rates, and metrics around the time of the issue
- Show recent deploys and config changes that may correlate
If ~~source control is connected:
- Identify recent commits and PRs that touched affected code paths
- Check if the issue correlates with a specific change
If ~~project tracker is connected:
- Search for related bug reports or known issues
- Create a ticket for the fix once identified
Tips
- Share error messages exactly β Don't paraphrase. The exact text matters.
- Mention what changed β Recent deploys, dependency updates, and config changes are top suspects.
- Include context β "This works in staging but not prod" or "Only affects large payloads" narrows things fast.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit β see the Safety scan above for what the skill file itself contains.
