# Stub Implementation Detection System - Implementation Summary

## What Was Implemented

A comprehensive stub detection system that automatically identifies incomplete, placeholder, and mock implementations in the codebase. This includes:

- **2 Analysis Scripts**: Pattern-based detection + completeness scoring
- **1 Report Generator**: Detailed markdown reports
- **1 GitHub Workflow**: Automated detection on PRs and commits
- **2 Documentation Files**: Complete guide + quick reference

## Components Created

### 🔍 Analysis Scripts (3 scripts)

#### 1. `detect-stub-implementations.ts`
**Purpose**: Pattern-based stub detection

**Detects**:
- `throw new Error('not implemented')`
- `console.log()` only (no real logic)
- `return null/undefined`
- Mock data patterns
- Placeholder text in JSX
- TODO/FIXME comments
- Empty function bodies

**Output**: JSON with:
- Total stubs found
- Severity breakdown (critical/high/medium/low)
- Type breakdown
- Critical issues list
- Detailed findings

**Usage**:
```bash
npx tsx scripts/detect-stub-implementations.ts
```

#### 2. `analyze-implementation-completeness.ts`
**Purpose**: Measure implementation quality

**Analyzes**:
- Logical lines (actual work vs returns/comments)
- JSX lines (for components)
- Completeness score (0-100%)
- Stub indicator flags

**Output**: JSON with:
- Total analyzed items
- Severity breakdown (by completeness %)
- Flag type breakdown
- Average completeness score
- Critical stubs (0% complete)

**Usage**:
```bash
npx tsx scripts/analyze-implementation-completeness.ts
```

#### 3. `generate-stub-report.ts`
**Purpose**: Generate formatted markdown reports

**Creates**:
- Overview section
- Pattern detection results with tables
- Completeness analysis with charts
- Critical stubs list
- How-to fix examples for each pattern
- Best practices checklist

**Output**: Markdown formatted report

**Usage**:
```bash
npx tsx scripts/generate-stub-report.ts > stub-report.md
```

### 🔄 GitHub Workflow

**File**: `.github/workflows/detect-stubs.yml`

**Triggers**:
- Every PR to main/develop
- Every push to main/master
- Weekly Monday check
- Manual dispatch

**Jobs**:
1. **detect-stubs** - Runs all analysis scripts
   - Pattern detection
   - Completeness analysis
   - Report generation
   - PR analysis (for PRs only)

**Outputs**:
- PR comment with summary
- GitHub check run with findings
- 3 JSON artifacts for detailed analysis
- Text file of stubs in changed files

**Permissions**:
- `contents: read` - Access code
- `pull-requests: write` - Post PR comments
- `checks: write` - Create check runs

### 📚 Documentation (2 files)

#### 1. `docs/stub-detection/README.md` (300+ lines)
**Covers**:
- What is a stub?
- 7 detection methods explained
- Workflow integration
- Local usage instructions
- Common patterns with code examples
- Best practices guide
- Output format explanations
- Artifact descriptions
- Troubleshooting guide

#### 2. `docs/stub-detection/QUICK_REFERENCE.md` (100+ lines)
**Includes**:
- Quick lookup table of indicators
- Copy-paste fixes for common patterns
- Local commands
- Severity reference
- GitHub integration notes
- Type safety tricks
- Best practices
- Quick links

## Detection Capabilities

### Pattern Types Detected

1. **Not Implemented Error** (🔴 Critical)
   - `throw new Error('not implemented')`
   - Impact: Code breaks immediately when called
   - Fix: Implement the function

2. **Console Logging Only** (🟠 High)
   - `console.log()` as only function body
   - Impact: No actual work done
   - Fix: Replace with real implementation

3. **Return Null/Undefined** (🟡 Medium)
   - `return null` or `return undefined`
   - Impact: Code that relies on this fails
   - Fix: Return actual data

4. **Placeholder Text** (🟠 High)
   - `<div>TODO</div>` in components
   - Impact: Users see placeholder UI
   - Fix: Implement the component

5. **Mock Data** (🟠 High)
   - Hard-coded stub data with markers
   - Impact: Wrong data in production
   - Fix: Use real data source

6. **TODO Comments** (🟡 Medium)
   - TODO/FIXME indicating incomplete work
   - Impact: Known issues in code
   - Fix: Implement or create issue

7. **Empty Components** (🟠 High)
   - `<> </>` or minimal JSX
   - Impact: Users see nothing
   - Fix: Implement component UI

### Completeness Scoring

Analyzes code density:
- **0%**: Throws not implemented
- **10-30%**: Only console/empty returns
- **40-70%**: Partial implementation with mocks
- **80-99%**: Mostly complete, minor TODOs
- **100%**: Complete implementation

## How It Works

### Workflow Execution

```
Trigger (PR/push/schedule)
    ↓
Run 3 analysis scripts in parallel
    ↓
├─ Pattern detection
├─ Completeness analysis
└─ Report generation
    ↓
Aggregate results
    ↓
├─ Post PR comment (if PR)
├─ Create check run
└─ Upload artifacts
```

### PR Comment Example

```
## 🔍 Stub Implementation Detection Report

### Summary
- Pattern-Based Stubs: 5
- Low Completeness Items: 3
- Average Completeness: 72%

### By Severity
| Severity | Count |
|----------|-------|
| 🔴 Critical | 2 |
| 🟠 Medium | 2 |
| 🟡 Low | 1 |

### 🔴 Critical Issues
| File | Line | Function | Type |
|------|------|----------|------|
| src/api/users.ts | 42 | fetchUsers | throws-not-implemented |
| src/components/Dashboard.tsx | 15 | Dashboard | empty-fragment |

### Recommendations
- Review all critical stubs before merging
- Replace TODO with GitHub issues
- Implement placeholder functions
```

## Usage Examples

### Local Detection

```bash
# Detect patterns
npx tsx scripts/detect-stub-implementations.ts | jq '.criticalIssues'

# Analyze completeness
npx tsx scripts/analyze-implementation-completeness.ts | jq '.bySeverity'

# Generate report
npx tsx scripts/generate-stub-report.ts > report.md
open report.md
```

### Search for Stubs Manually

```bash
# Find not-implemented errors
grep -r "throw new Error.*not implemented" src/

# Find console-only functions
grep -r "console\.log" src/ | grep -v "error\|warn"

# Find TODO comments
grep -r "// TODO:" src/

# Find empty returns
grep -r "return null" src/
grep -r "return undefined" src/

# Find placeholder text
grep -r "<div>TODO" src/
grep -r "mock.*data" src/
```

## Benefits

### For Development Teams
✅ Catches incomplete implementations before review
✅ Tracks stub progress over time
✅ Prevents accidental stub commits to main
✅ Provides clear remediation guidance

### For Code Quality
✅ Ensures functions are production-ready
✅ Prevents mock data from reaching production
✅ Reduces technical debt
✅ Improves test coverage (stubs fail tests)

### For Productivity
✅ Saves time debugging unimplemented code
✅ Clear next steps in PR comments
✅ Less back-and-forth on reviews
✅ Automated, no manual checking

## Integration Points

### With Quality Metrics Workflow
Both workflows complement each other:
- **Quality Metrics**: Tests code that IS implemented
- **Stub Detection**: Finds code that ISN'T implemented

### With CI/CD Pipeline
Can be integrated with:
- Automated blocking (fail build if critical stubs)
- Dashboard (track stub count over time)
- Alerting (notify on new stubs)
- Reporting (include in release notes)

### With GitHub
- PR comments show context
- Check runs appear in PR checks
- Artifacts store historical data
- Can integrate with GitHub Projects

## Files Summary

### Created Files
```
.github/workflows/detect-stubs.yml          (Automated detection)
scripts/detect-stub-implementations.ts      (Pattern detection)
scripts/analyze-implementation-completeness.ts (Completeness analysis)
scripts/generate-stub-report.ts            (Report generation)
docs/stub-detection/README.md              (Full documentation)
docs/stub-detection/QUICK_REFERENCE.md    (Quick reference)
```

### Key Directories
```
.github/workflows/        - GitHub Actions workflows
scripts/                  - Analysis and utility scripts
docs/stub-detection/      - Documentation
```

## Customization

### Add Custom Stub Patterns

Edit `scripts/detect-stub-implementations.ts`:

```typescript
const STUB_PATTERNS = [
  // ... existing
  {
    name: 'Your pattern',
    pattern: /your regex/,
    type: 'custom-stub',
    severity: 'high',
    description: 'Your description'
  }
]
```

### Adjust Completeness Thresholds

Edit `scripts/analyze-implementation-completeness.ts`:

```typescript
// Change these thresholds
if (completeness === 0) severity = 'critical'
else if (completeness < 30) severity = 'high'
else if (completeness < 60) severity = 'medium'
```

### Exclude Files/Patterns

Add to workflow or scripts:

```bash
# Skip certain files
find src -not -path "*/test/*" -type f

# Skip certain patterns
grep -v "mock" stub-patterns.json
```

## Next Steps

1. **Review PR Comments**: Check if any stubs are detected in current PRs
2. **Run Locally**: `npx tsx scripts/detect-stub-implementations.ts`
3. **Customize**: Adjust patterns and thresholds to match your codebase
4. **Integrate**: Add to CI/CD pipeline or dashboard
5. **Track**: Monitor stub count over time

## References

TODO: Update reference links to correct repo-relative paths from docs/reference (stub-detection docs, workflows, scripts).
- [Full Documentation](docs/stub-detection/README.md)
- [Quick Reference](docs/stub-detection/QUICK_REFERENCE.md)
- [Workflow Definition](.github/workflows/detect-stubs.yml)
- [Detection Scripts](scripts/)

---

**Status**: Complete and Ready to Use
**Created**: December 25, 2025
**Last Updated**: December 25, 2025
