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分类: 开发与工程无需 API Key

fixing

修复错误、测试失败、CI/CD问题等通过智能路由。在报告错误、类型错误、日志错误、UI问题、代码问题时使用。自动分类复杂性并激活相关技能。

person作者: jakexiaohubgithub

Fixing

Unified skill for fixing issues of any complexity with intelligent routing.

Step 0: Mode Selection

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.

Step 1: Complexity Assessment

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 |

Skill/Subagent Activation Matrix

See references/skill-activation-matrix.md for complete matrix.

Always activate: debugging (all workflows) Conditional: problem-solving, sequential-thinking, brainstorming, context-engineering Subagents: debugger, researcher, planner, code-reviewer, tester, Bash Parallel: Multiple Explore agents for scouting, Bash agents for verification

Output Format

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]

References

Load as needed:

  • references/mode-selection.md - AskUserQuestion format for mode
  • references/complexity-assessment.md - Classification criteria
  • references/workflow-quick.md - Quick: debug → fix → review
  • references/workflow-standard.md - Standard: full pipeline
  • references/workflow-deep.md - Deep: research + brainstorm + plan
  • references/review-cycle.md - Review logic (autonomous vs HITL)
  • references/skill-activation-matrix.md - When to activate each skill
  • references/parallel-exploration.md - Parallel Explore/Bash subagents patterns

Specialized Workflows:

  • references/workflow-ci.md - GitHub Actions/CI failures
  • references/workflow-logs.md - Application log analysis
  • references/workflow-test.md - Test suite failures
  • references/workflow-types.md - TypeScript type errors
  • references/workflow-ui.md - Visual/UI issues (requires design skills)