[UDS] Analyze AC-to-test traceability and coverage
Scanned 9/4/2026
Install to Claude Code
npx -y skills add AsiaOstrich/universal-dev-standards --skill ac-coverage --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: ac-coverage
scope: universal
description: "[UDS] Analyze AC-to-test traceability and coverage"
allowed-tools: Read, Grep, Glob
argument-hint: "[spec file path | 規格檔案路徑]"
---
# AC Coverage Assistant | AC 覆蓋率助手
Analyze Acceptance Criteria (AC) to test traceability and generate coverage reports.
分析驗收條件(AC)與測試之間的追蹤關係,並產生覆蓋率報告。
## What This Does vs `/coverage` | 與 `/coverage` 的區別
| Aspect | `/coverage` | `/ac-coverage` |
|--------|-------------|----------------|
| **Scope** | Code-level (line/branch/function) | Requirement-level (AC-to-test) |
| **Input** | Source code + test runner | SPEC file + test annotations |
| **Question** | "How much code is tested?" | "Which AC have tests?" |
| **Output** | Coverage percentages | Traceability matrix + gap report |
## Workflow | 工作流程
1. **Parse SPEC** — Extract AC definitions (AC-1, AC-2, ...) from the specification file
2. **Scan Tests** — Search test files for `@AC` and `@SPEC` annotations using standard linking conventions
3. **Build Matrix** — Map each AC to its test references (file, test name, line)
4. **Classify Status** — Mark each AC as ✅ covered, ⚠️ partial, or ❌ uncovered
5. **Calculate Coverage** — Apply formula: `Coverage % = (covered + partial × 0.5) / total × 100`
6. **Generate Report** — Output standardized Markdown report
## Linking Convention | 標註慣例
Tests MUST reference their source AC using standard annotations:
```typescript
// TypeScript/JavaScript
describe('AC-1: User login with valid credentials', () => {
// @AC AC-1
// @SPEC SPEC-001
it('should redirect to dashboard on successful login', () => { ... });
});
```
```python
# Python
class TestAC1_UserLogin:
"""AC-1: User login with valid credentials
@AC AC-1
@SPEC SPEC-001
"""
def test_redirect_to_dashboard(self): ...
```
```gherkin
# BDD Feature
@SPEC-001 @AC-1
Scenario: User login with valid credentials
```
## Coverage Thresholds | 覆蓋率門檻
| Threshold | Default Value | Enforcement |
|-----------|---------------|-------------|
| **Check-in** | 80% | Required for feature branch merge |
| **Release** | 100% | Required for production release |
| **Warning** | 60% | Triggers coverage warning |
Thresholds are configurable via `--threshold` parameter or project configuration.
## Report Format | 報告格式
The generated report follows the standard format from `core/acceptance-criteria-traceability.md`:
```markdown
# AC Coverage Report
**Specification**: SPEC-001 — Feature Name
**Generated**: 2026-03-18
**Coverage**: 75% (6/8 AC)
## Summary
| Status | Count | Percentage |
|--------|-------|------------|
| ✅ Covered | 5 | 62.5% |
| ⚠️ Partial | 2 | 25.0% |
| ❌ Uncovered | 1 | 12.5% |
## Traceability Matrix
| AC-ID | Description | Status | Test Reference |
|-------|-------------|--------|----------------|
| AC-1 | Login with valid credentials | ✅ | auth.test.ts:15 |
| AC-2 | Reject invalid credentials | ✅ | auth.test.ts:32 |
| ... | ... | ... | ... |
## Gaps
- **AC-8**: Social login — Blocked by OAuth sandbox
## Action Items
1. [ ] AC-8: Set up OAuth sandbox (ETA: TBD)
```
## Next Steps Guidance | 下一步引導
After `/ac-coverage` completes, the AI assistant should suggest:
> **AC 覆蓋率分析完成。建議下一步 / AC coverage analysis complete. Suggested next steps:**
> - 覆蓋率達標 → 執行 `/checkin` 品質關卡 — Coverage meets threshold → Run `/checkin` quality gates
> - 有未覆蓋 AC → 執行 `/derive-tdd` 補齊測試 — Uncovered AC found → Run `/derive-tdd` to add tests
> - 有部分覆蓋 AC → 檢查缺少的邊界情況 — Partial AC → Review missing edge cases
## Reference | 參考
- Core standard: [acceptance-criteria-traceability.md](../../core/acceptance-criteria-traceability.md)
- SPEC: [SPEC-AC-COVERAGE.md](../../docs/specs/skills/SPEC-AC-COVERAGE.md)
- Related: [test-coverage-assistant](../test-coverage-assistant/SKILL.md) (code-level coverage)
- Related: [checkin-assistant](../checkin-assistant/SKILL.md) (quality gates)
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