Thrunt debug
Skill 3dcom2711/thrunt-god/thrunt-god/examples/brute-force-to-persistence/.github/skills/thrunt-debug
Systematic debugging with persistent state across context resetsFrom its SKILL.md
npx -y skills add 3dcom2711/thrunt-god --skill thrunt-debugAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
4.0 KB, 995 tokens by cl100k_base, as published. Nobody here has run it
Orchestrator role: Gather symptoms, spawn thrunt-incident-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>
<available_agent_types> Valid THRUNT subagent types (use exact names — do not fall back to 'general-purpose'):
- thrunt-incident-debugger — Diagnoses and fixes issues </available_agent_types>
Check for active sessions:
ls .planning/debug/*.md 2>/dev/null | grep -v resolved | head -5
</context>
<process>
0. Initialize Context
INIT=$(node ".github/thrunt-god/bin/thrunt-tools.cjs" state load)
if [[ "$INIT" == @file:* ]]; then INIT=$(cat "${INIT#@file:}"); fi
Extract commit_docs from init JSON. Resolve debugger model:
debugger_model=$(node ".github/thrunt-god/bin/thrunt-tools.cjs" resolve-model thrunt-incident-debugger --raw)
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 thrunt-incident-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="thrunt-incident-debugger",
model="{debugger_model}",
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 /hunt-plan --gaps
- "Manual fix" - done
If ## CHECKPOINT REACHED:
- Present checkpoint details to user
- Get user response
- If checkpoint type is
human-verify:- If user confirms fixed: continue so agent can finalize/resolve/archive
- If user reports issues: continue so agent returns to investigation/fixing
- 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>
<files_to_read>
- .planning/debug/{slug}.md (Debug session state)
</files_to_read>
</prior_state>
<checkpoint_response>
**Type:** {checkpoint_type}
**Response:** {user_response}
</checkpoint_response>
<mode>
goal: find_and_fix
</mode>
Task(
prompt=continuation_prompt,
subagent_type="thrunt-incident-debugger",
model="{debugger_model}",
description="Continue debug {slug}"
)
</process>
<success_criteria>
- Active sessions checked
- Symptoms gathered (if new)
- thrunt-incident-debugger spawned with context
- Checkpoints handled correctly
- Root cause confirmed before fixing </success_criteria>
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.