Thoroughness 技能排
- 作者仓库星标 113
- 许可证 MIT
- 作者仓库 prpm
Thoroughness
Purpose
This skill ensures comprehensive, complete implementation of complex tasks without shortcuts. Use this when quality and completeness matter more than speed.
When to Use
- Fixing critical bugs or compilation errors
- Implementing complex multi-step features
- Debugging test failures
- Refactoring large codebases
- Production deployments
- Any task where shortcuts could cause future problems
Methodology
Phase 1: Comprehensive Analysis (20% of time)
Identify All Issues
- List every error, warning, and failing test
- Group related issues together
- Prioritize by dependency order
- Create issue hierarchy (what blocks what)
Root Cause Analysis
- Don't fix symptoms, find root causes
- Trace errors to their source
- Identify patterns in failures
- Document assumptions that were wrong
Create Detailed Plan
- Break down into atomic steps
- Estimate time for each step
- Identify dependencies between steps
- Plan verification for each step
- Schedule breaks/checkpoints
Phase 2: Systematic Implementation (60% of time)
Fix Issues in Dependency Order
- Start with foundational issues
- Fix one thing completely before moving on
- Test after each fix
- Document what was changed and why
Verify Each Fix
- Write/run tests for the specific fix
- Check for side effects
- Verify related functionality still works
- Document test results
Track Progress
- Mark issues as completed
- Update plan with new discoveries
- Adjust time estimates
- Note any blockers immediately
Phase 3: Comprehensive Verification (20% of time)
Run All Tests
- Unit tests
- Integration tests
- E2E tests
- Manual verification
Cross-Check Everything
- Review all changed files
- Verify compilation succeeds
- Check for console errors/warnings
- Test edge cases
Documentation
- Update relevant docs
- Add inline comments for complex fixes
- Document known limitations
- Create issues for future work
Anti-Patterns to Avoid
- ❌ Fixing multiple unrelated issues at once
- ❌ Moving on before verifying a fix works
- ❌ Assuming similar errors have the same cause
- ❌ Skipping test writing "to save time"
- ❌ Copy-pasting solutions without understanding
- ❌ Ignoring warnings "because it compiles"
- ❌ Making changes without reading existing code first
Quality Checkpoints
- Can I explain why this fix works?
- Have I tested this specific change?
- Are there any side effects?
- Is this the root cause or a symptom?
- Will this prevent similar issues in the future?
- Is the code readable and maintainable?
- Have I documented non-obvious decisions?
Example Workflow
Bad Approach (Shortcut-Driven)
1. See 24 TypeScript errors
2. Add @ts-ignore to all of them
3. Hope tests pass
4. Move on
Good Approach (Thoroughness-Driven)
1. List all 24 errors systematically
2. Group by error type (7 missing types, 10 unknown casts, 7 property access)
3. Find root causes:
- Missing @types/tar package
- No type assertions on fetch responses
- Implicit any types in callbacks
4. Fix by category:
- Install @types/tar (fixes 7 errors)
- Add proper type assertions to registry-client.ts (fixes 10 errors)
- Add explicit parameter types (fixes 7 errors)
5. Test after each category
6. Run full test suite
7. Document what was learned
Time Investment
- Initial: 2-3x slower than shortcuts
- Long-term: 10x faster (no debugging later, no rework)
- Quality: Near-perfect first time
- Maintenance: Minimal
Success Metrics
- ✅ 100% of tests passing
- ✅ Zero warnings in production build
- ✅ All code has test coverage
- ✅ Documentation is complete and accurate
- ✅ No known issues or TODOs left behind
- ✅ Future developers can understand the code
Mantras
- "Slow is smooth, smooth is fast"
- "Do it right the first time"
- "Test everything, assume nothing"
- "Document for your future self"
- "Root causes, not symptoms"
- 流狐分类
- 通用
- 作者声明 Agent
- 未找到明确声明;不据此推断已兼容或已测试
- 静态检查
- 94 / 100 · 启发式扫描,不代表运行安全
- 作者 / 版本 / 许可
- @pr-pm · MIT
- 流狐 Token 估算
- 低消耗
- 流狐接入估算
- 即装即用
- 是否需要外部 API Key
- 未发现要求
- 检测到的系统要求
- 未声明
- 底层运行要求
- 未声明
- 检测到的文件与系统行为
-
- 只读
- 允许写入 / 修改
- 检测到的网络行为
- 允许外网请求
- 安装命令数
- 无(仅作为资料)
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
作者没有在当前 SKILL.md 中定义固定输出样例。 Methodology
Methodology
Phase 1: Comprehensive Analysis (20% of time)
Identify All Issues List every error, warning, and failing test Group related issues together
Phase 2: Systematic Implementation (60% of time)
Fix Issues in Dependency Order Start with foundational issues Fix one thing completely before moving on
Phase 3: Comprehensive Verification (20% of time)
Run All Tests Unit tests Integration tests
Example Workflow
Example Workflow
# Thoroughness
## Purpose
This skill ensures comprehensive, complete implementation of complex tasks without shortcuts. Use this when quality and completeness matter more than speed.
## When to Use
- Fixing critical bugs or compilation errors
- Implementing complex multi-step features
- Debugging test failures
- Refactoring large codebases
- Production deployments
- Any task where shortcuts could cause future problems
## Methodology
### Phase 1: Comprehensive Analysis (20% of time)
1. **Identify All Issues**
- List every error, warning, and failing test
- Group related issues together
- Prioritize by dependency order
- Create issue hierarchy (what blocks what)
2. **Root Cause Analysis**
- Don't fix symptoms, find root causes
- Trace errors to their source
- Identify patterns in failures
- Document assumptions that were wrong
3. **Create Detailed Plan**
- Break down into atomic steps
- Estimate time for each step
- Identify dependencies between steps
- Plan verification for each step
- Schedule breaks/checkpoints
### Phase 2: Systematic Implementation (60% of time)
1. **Fix Issues in Dependency Order**
- Start with foundational issues
- Fix one thing completely before moving on
- Test after each fix
- Document what was changed and why
2. **Verify Each Fix**
- Write/run tests for the specific fix
- Check for side effects
- Verify related functionality still works
- Document test results
3. **Track Progress**
- Mark issues as completed
- Update plan with new discoveries
- Adjust time estimates
- Note any blockers immediately
### Phase 3: Comprehensive Verification (20% of time)
1. **Run All Tests**
- Unit tests
- Integration tests
- E2E tests
- Manual verification
… 证据边界与执行链路
作者原文负责流程事实;流狐只索引当前章节、要点、文件与命令。
章节 -> Purpose → When to Use → Methodology → Phase 1: Comprehensive Analysis (20% of time) → Phase 2: Systematic Implementation (60% of time) → Phase 3: Comprehensive Verification (20% of time)
要点 -> Identify All Issues · Root Cause Analysis · Create Detailed Plan · Fix Issues in Dependency Order · Verify Each Fix · Track Progress · Run All Tests · Cross-Check Everything
文件/命令 -> breaks/checkpoints · Write/run · errors/warnings · types/tar · registry-client.ts
内容 SHA-256 -> cf0b2f193f18
方法与流程
适用与边界
原文中的明确线索
breaks/checkpoints、Write/run、errors/warnings、types/tar、registry-client.ts