thoroughness
- Repo stars 113
- License MIT
- Author repo 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"
- Fluxly category
- Other
- Author-declared agents
- No explicit declaration found; this is not inferred or tested compatibility
- Static check
- 94 / 100 · heuristic scan, not runtime safety proof
- Author / version / license
- @pr-pm · MIT
- Fluxly token estimate
- Lean
- Fluxly setup estimate
- Plug-and-play
- External API key
- No requirement detected
- Detected OS requirements
- Unspecified
- Runtime requirements
- Unspecified
- Detected file/system behavior
-
- Read-only
- Write / modify
- Detected network behavior
- External requests
- Install commands
- None (reference only)
Profile is derived at build time from SKILL.md and install vectors. Subject to drift from author intent.
Heads up: 未限定 allowed-tools,默认拥有全部工具权限。
The current SKILL.md does not define a fixed output example. Methodology
Identify All Issues List every error, warning, and failing test Group related issues together
Fix Issues in Dependency Order Start with foundational issues Fix one thing completely before moving on
Run All Tests Unit tests Integration tests
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
… Author text anchors workflow facts; Fluxly only indexes current sections, terms, files, and commands.
sections -> 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)
terms -> 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
files/cmd -> breaks/checkpoints · Write/run · errors/warnings · types/tar · registry-client.ts
body sha256 -> cf0b2f193f18
Decide Fit First
Design Intent
How To Use It
Boundaries And Review