FreeSkills
Commits, branches and sync with the but CLI
- 361361 downloads
- 198198 likes
- 103103 saves
Works with
- Claude Code
- Codex
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- and 3 more
Debug methodically: triage, hypotheses, fix v1.0.0
Use this resource to find the root cause of a bug and validate the fix
New
- 434 downloads
- 200 likes
- 198 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install ai-assisted-debugging-workflowWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent triages the symptom, gathers observability data, forms hypotheses and picks a debugging strategy. It instruments the code in a production-safe way, analyzes the root cause, implements the fix and validates it.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- sub-skills/1-initial-triage.md: initial symptom triage
- sub-skills/3-hypothesis-generation.md: hypothesis generation
- sub-skills/7-root-cause-analysis.md: root-cause analysis
Good fit for
- An intermittent bug only reproduces on one server
- You have several leads and want to rank them methodically
Not for
Tags
- debugging
- root cause
- hypotheses
- observability
About
You say
“This button charges customers twice, but only at month end. Help me find the cause.”
Skill published by dokhacgiakhoa under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to find the root cause of a bug and validate the fix
- Review and adjust the result
Content preview
Files
- LICENSE2.4 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md1.8 KB
- sub-skills/1-initial-triage.md0.3 KB
- sub-skills/10-prevention.md1.6 KB
- sub-skills/2-observability-data-collection.md0.5 KB
- sub-skills/3-hypothesis-generation.md0.5 KB
- sub-skills/4-strategy-selection.md0.5 KB
- sub-skills/5-intelligent-instrumentation.md0.3 KB
- sub-skills/6-production-safe-techniques.md0.4 KB
- sub-skills/7-root-cause-analysis.md0.3 KB
- sub-skills/8-fix-implementation.md0.1 KB
- sub-skills/9-validation.md0.3 KB
Origin and licence
Listed unmodified
- Author
- dokhacgiakhoa
- Source
- github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/tree/c4a059bbf7a8d6b2162071f0fbfe74053faa6d20/.agent/skills/debugging-toolkit-smart-debug
- Licence
- MIT
Notice
« debugging-toolkit-smart-debug » (dokhacgiakhoa, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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