Fix bugs, errors, test failures, CI/CD issues with intelligent routing. Use when reporting bugs, type errors, log errors, UI issues, code problems. Auto-classifies complexity and activates relevant skills.
Unified skill for fixing issues of any complexity with intelligent routing.
First action: If there is no "auto" keyword in the request, use AskUserQuestion to determine workflow mode:
| Option | Recommend When | Behavior | |--------|----------------|----------| | Autonomous | Simple/moderate issues | Auto-approve if score >= 9.5 & 0 critical | | Human-in-the-loop | Critical/production code | Pause for approval at each step | | Quick | Type errors, lint, trivial bugs | Fast debug → fix → review cycle |
See references/mode-selection.md for AskUserQuestion format.
Classify before routing. See references/complexity-assessment.md.
| Level | Indicators | Workflow |
|-------|------------|----------|
| Simple | Single file, clear error, type/lint | references/workflow-quick.md |
| Moderate | Multi-file, root cause unclear | references/workflow-standard.md |
| Complex | System-wide, architecture impact | references/workflow-deep.md |
| Parallel | 2+ independent issues | Parallel fullstack-developer agents |
See references/skill-activation-matrix.md for complete matrix.
Always activate: debugging (all workflows)
Conditional: problem-solving, sequential-thinking, brainstorming, context-engineering
Task agents: debugger, researcher, planner, code-reviewer, tester, Bash
Parallel: Multiple Explore agents for scouting, Bash agents for verification
Unified step markers:
✓ Step 0: [Mode] selected - [Complexity] detected
✓ Step 1: Root cause identified - [summary]
✓ Step 2: Fix implemented - [N] files changed
✓ Step 3: Tests [X/X passed]
✓ Step 4: Review [score]/10 - [status]
✓ Step 5: Complete - [action taken]
Load as needed:
references/mode-selection.md - AskUserQuestion format for modereferences/complexity-assessment.md - Classification criteriareferences/workflow-quick.md - Quick: debug → fix → reviewreferences/workflow-standard.md - Standard: full pipelinereferences/workflow-deep.md - Deep: research + brainstorm + planreferences/review-cycle.md - Review logic (autonomous vs HITL)references/skill-activation-matrix.md - When to activate each skillreferences/parallel-exploration.md - Parallel Explore/Bash Task agent patternsSpecialized Workflows:
references/workflow-ci.md - GitHub Actions/CI failuresreferences/workflow-logs.md - Application log analysisreferences/workflow-test.md - Test suite failuresreferences/workflow-types.md - TypeScript type errorsreferences/workflow-ui.md - Visual/UI issues (requires design skills)Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer