08 Debug
Reproduce and fix bugs systematically using test-driven workflow, root cause analysis, and hypothesis validation.
Install
$ agentstack add skill-ai-driven-dev-framework-08-debug ✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
About
Skill: debug
Diagnoses issues through structured hypothesis validation, root cause analysis, and test-driven bug fixing from issue creation to PR.
Available actions
| # | Action | When to use | | --- | --------------- | ----------------------------------------------------------------------------- | | 01 | reproduce | A known bug must be fixed end to end: reproduce, test-driven fix, branch, PR | | 02 | debug | Root cause unknown: enumerate hypotheses, validate each, confirm the cause | | 03 | reflect-issue | Stuck or prior fixes failed: re-open the search space, instrument logs first |
Routing (run first)
This skill offers three distinct actions. Pick the ONE matching the user's intent; do NOT default to action 01.
- "fix this bug", "reproduce and fix", "from issue to PR" ->
01-reproduce - "why does this happen", "find the root cause", "debug this", "what's causing X" ->
02-debug - "I'm stuck", "previous fixes didn't work", "rethink the causes", "add logs to narrow it down" ->
03-reflect-issue
If the intent is ambiguous, ask one clarifying question before picking. Then read and follow only the matching action file.
Actions
@actions/01-reproduce.md@actions/02-debug.md@actions/03-reflect-issue.md
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: ai-driven-dev
- Source: ai-driven-dev/framework
- License: MIT
- Homepage: https://www.ai-driven-dev.fr/
Install and usage instructions live in the source repository linked above.
Reviews
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Versions
- v0.1.0 Imported from the upstream source.