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Agent Bug Hunter
Oak Dev-inter edited this page Apr 26, 2026
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Root-cause a failing symptom and return the smallest fix that makes runtime green.
- Test breaks, CI red
- Endpoint returns wrong data / wrong status
- Stack trace or uncaught exception
- User asks "why does X fail" or "why is this broken"
- Regression after a recent deploy
- Handoff from Agent-Perf-Profiler when a bottleneck is actually a bug
- Reproduces the failure before hypothesizing
- Runs
git log --grep=<keyword>andgit log -S <symbol>as mandatory first pass - Reads the failing code path top-down, no skipping
- States hypothesis with confidence label
[high|medium|low|unsure]before editing - Makes minimal change β one file if possible, no surrounding cleanup
- Re-runs repro; runtime green = done, still red = revert + re-hypothesize
- Refactor while fixing (cleanup is a separate mission)
- Suppress errors (no
try/except pass,@,// eslint-disable) to hide the symptom - Speculate ("probably", "likely", "should work")
- Add features or tests β tests go to Agent-Test-Writer
- Symptom: exact error message, failing test name, wrong output, or stack trace
- Repro steps (if known)
- Relevant files (optional β agent can locate)
Structured report:
SYMPTOM / REPRO / ROOT CAUSE (file:line) / CONFIDENCE / FIX / VERIFICATION / SCOPE
Confidence low or unsure β stops, presents options, user picks.
Runs on Sonnet by default. Bumped to Opus when root cause spans >2 files or involves framework internals.
- β "This might fix it β try and see"
- β Drive-by refactor in the same diff
- β Catch-and-ignore to make CI green
- β Skipping
git logarchaeology
Introduced in v0.9.1.
- Master-Orchestrator
- Multi-Agent-Orchestration
- Kasi-Fix
- Agent-Test-Writer
-
Agent-Audit-Specialist β for
--focus=perfafter a fix exposes a bottleneck (deprecated[[Agent-Perf-Profiler]]stub still works)
Repo β’ Discussions β’ Issues β’ Changelog β’ Security β’ Contributing β’ MIT β’ Β© Kasidit Wansudon
Kasidit
Core
- Commands
- Kasi-Mode π₯ v0.10
- Backend-Hooks π₯ v0.10
- Model Tiers
- Gravity Pattern
- Multi-Agent-Orchestration
- Claude Design Integration
- UI Override Mode
- FAQ
Version History
- Version History β overview
- v0.13.0 β thClaws (Consolidated) π¦
- v0.12.0 β thClaws Runtime Support π¦
- v0.11.0 β Backend + Bridge + Runbook π
- v0.10.0 β Mode + Backend Hooks
- v0.9.2 β Gravity
- v0.9.1 β Master Orchestrator
- v0.9.0 β Claude Design
- v0.8.0 β Tier Cascade
- v0.7.4 β SWE-bench
- v0.3.0 β Tier adaptation
- v0.2.1 β Docs protocol
- v0.2.0 β UI Override
- v0.1.0 β Core
Concepts
Commands
- Kasi-Init
- Kasi-Review
- Kasi-Security
- Kasi-Fix
- Kasi-Ui
- Kasi-Cascade
- Kasi-Multi
- Kasi-Scaffold
- Kasi-Docs
- Kasi-Status
- Kasi-Promote
- Kasi-Pull
- Kasi-Sync
- Kasi-Search
- Kasi-Wiki-Sync
Agents
- Agent-Architect-Planner
- Agent-Audit-Specialist π₯ v0.10
- Agent-Bug-Hunter
- Agent-Deep-Researcher
- Agent-Legacy-Specialist
- Agent-Migration-Specialist
- Agent-Refactor-Surgeon
- Agent-Test-Writer
Deprecated v0.10 (stubs β audit-specialist --focus=..., removed in v0.11)
-
Agent-Code-Reviewer β
--focus=quality -
Agent-Security-Auditor β
--focus=security -
Agent-Perf-Profiler β
--focus=perf