Our review
This skill provides a structured debugging workflow using the scientific method with subagent isolation, session persistence, and investigation tracking.
Strengths
- Systematic approach for complex bugs
- Context preservation across sessions
- Checkpoint handling to avoid losing progress
- Ability to resume active sessions
Limitations
- Relies on subagent feature available only on certain platforms
- Can be verbose for simple issues
- Requires user interaction at checkpoints
When investigating complex, persistent bugs that require methodical investigation.
For trivial issues or quick fixes that don't warrant a full debugging workflow.
Security analysis
CautionThe skill orchestrates a debugging workflow using Bash and subagents. While the orchestrator's direct Bash usage is limited to listing session files, the spawned subagent has Bash access and could run arbitrary commands. No destructive or exfiltration instructions are present, so risk is moderate.
- •Uses Bash tool which could allow arbitrary command execution; orchestrator uses ls only, but subagent may execute arbitrary bash commands.
Examples
I'm investigating why the login button is not working. It was working before and I see no error messages.List my active debug sessions and let me choose one to continue.Continue debugging the authentication flow issue from the last checkpoint.name: gsd-debug description: Structured debugging workflow with session persistence and investigation tracking allowed-tools: Task, Read, Edit, Bash argument-hint: [issue]
<objective> Debug issues using scientific method with subagent isolation.Orchestrator role: Gather symptoms, spawn gsd-debugger agent, handle checkpoints, spawn continuations.
Why subagent: Investigation burns context fast (reading files, forming hypotheses, testing). Fresh 200k context per investigation. Main context stays lean for user interaction. </objective>
<context> User's issue: $ARGUMENTSCheck for active sessions:
ls .planning/debug/*.md 2>/dev/null | grep -v resolved | head -5
</context>
<process>
1. Check Active Sessions
If active sessions exist AND no $ARGUMENTS:
- List sessions with status, hypothesis, next action
- User picks number to resume OR describes new issue
If $ARGUMENTS provided OR user describes new issue:
- Continue to symptom gathering
2. Gather Symptoms (if new issue)
Use AskUserQuestion for each:
- Expected behavior - What should happen?
- Actual behavior - What happens instead?
- Error messages - Any errors? (paste or describe)
- Timeline - When did this start? Ever worked?
- Reproduction - How do you trigger it?
After all gathered, confirm ready to investigate.
3. Spawn gsd-debugger Agent
Fill prompt and spawn:
<objective>
Investigate issue: {slug}
**Summary:** {trigger}
</objective>
<symptoms>
expected: {expected}
actual: {actual}
errors: {errors}
reproduction: {reproduction}
timeline: {timeline}
</symptoms>
<mode>
symptoms_prefilled: true
goal: find_and_fix
</mode>
<debug_file>
Create: .planning/debug/{slug}.md
</debug_file>
Task(
prompt=filled_prompt,
subagent_type="gsd-debugger",
description="Debug {slug}"
)
4. Handle Agent Return
If ## ROOT CAUSE FOUND:
- Display root cause and evidence summary
- Offer options:
- "Fix now" - spawn fix subagent
- "Plan fix" - suggest {{COMMAND_PREFIX}}plan-phase --gaps
- "Manual fix" - done
If ## CHECKPOINT REACHED:
- Present checkpoint details to user
- Get user response
- Spawn continuation agent (see step 5)
If ## INVESTIGATION INCONCLUSIVE:
- Show what was checked and eliminated
- Offer options:
- "Continue investigating" - spawn new agent with additional context
- "Manual investigation" - done
- "Add more context" - gather more symptoms, spawn again
5. Spawn Continuation Agent (After Checkpoint)
When user responds to checkpoint, spawn fresh agent:
<objective>
Continue debugging {slug}. Evidence is in the debug file.
</objective>
<prior_state>
Debug file: @.planning/debug/{slug}.md
</prior_state>
<checkpoint_response>
**Type:** {checkpoint_type}
**Response:** {user_response}
</checkpoint_response>
<mode>
goal: find_and_fix
</mode>
Task(
prompt=continuation_prompt,
subagent_type="gsd-debugger",
description="Continue debug {slug}"
)
</process>
<success_criteria>
- [ ] Active sessions checked
- [ ] Symptoms gathered (if new)
- [ ] gsd-debugger spawned with context
- [ ] Checkpoints handled correctly
- [ ] Root cause confirmed before fixing </success_criteria>
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