AC Coverage Assistant | AC 覆蓋率助手

Version: 1.1.0 Last Updated: 2026-06-19 Applicability: Claude Code Skills

Core Standard: This skill implements Acceptance Criteria Traceability Standards. For the authoritative methodology, refer to the core standard.

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 the canonical annotation @SPEC-<id> @AC-<n> (a single combined tag)
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 the canonical annotation: @SPEC-<id> @AC-<n> — a single combined tag, e.g. @SPEC-001 @AC-1. Keeping the attribution on one line is what forward-derivation and test-runner tag filters consume. Do not split it into separate @AC / @SPEC lines.

使用標準合併標註 @SPEC-<id> @AC-<n>（單一合併標籤），保持同一行；勿拆成 @AC / @SPEC 兩行。

// TypeScript/JavaScript
describe('AC-1: User login with valid credentials', () => {
  // @SPEC-001 @AC-1
  it('should redirect to dashboard on successful login', () => { ... });
});

# Python
class TestAC1_UserLogin:
    """AC-1: User login with valid credentials
    @SPEC-001 @AC-1
    """
    def test_redirect_to_dashboard(self): ...

# 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.

Four-Layer Traceability | 四層追溯（--full 模式）

Use --full flag to extend from 2-layer (AC→Test) to 4-layer traceability.

使用 --full 標記將追溯從 2 層（AC→Test）擴展為 4 層。

Traceability Layers | 追溯層次

Layer 0: Requirement / User Story (REQ)
    ↓ (defines)
Layer 1: Acceptance Criteria (AC)
    ↓ (@SPEC-NNN @AC-N annotations)
Layer 2: Test Cases
    ↓ (covers)
Layer 3: Source Code (@implements)

Layer Annotations | 各層標註慣例

// Layer 3→1: Code referencing AC
// @implements AC-1, AC-2
function authenticate(user: string, pass: string) { ... }

<!-- Layer 0→1: Requirement in SPEC -->
## Requirements
### REQ-1: User Authentication
- AC-1: Given valid credentials, when login, then authenticated
- AC-2: Given invalid credentials, when login, then rejected

Full Traceability Report | 完整追溯報告

## Four-Layer Traceability Matrix

| Requirement | AC | Test | Code | Status |
|-------------|-----|------|------|--------|
| REQ-1 | AC-1 | auth.test.ts:15 | auth.ts:42 | ✅ Full |
| REQ-1 | AC-2 | auth.test.ts:30 | auth.ts:58 | ✅ Full |
| REQ-2 | AC-3 | — | dashboard.ts:10 | ⚠️ No test |
| REQ-3 | AC-4 | export.test.ts:5 | — | ⚠️ No code |

### Gap Summary
- Layer 0→1: 2 requirements without AC
- Layer 1→2: 1 AC without tests
- Layer 2→3: 0 tests without code mapping
- Layer 3→1: 3 code files without AC mapping

Reverse Tracing | 反向追溯

Use --trace-code <path> to trace from code back to requirements.

使用 --trace-code <path> 從程式碼反向追溯到需求。

/ac-coverage --trace-code src/auth.ts
# Output:
# src/auth.ts:42 → @implements AC-1 → REQ-1 (SPEC-AUTH-001)
# src/auth.ts:58 → @implements AC-2 → REQ-1 (SPEC-AUTH-001)

Report Format | 報告格式

The generated report follows the standard format from core/acceptance-criteria-traceability.md:

# 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 ⭐ Recommended / 推薦 — 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
• 需要完整追溯 → 執行 /ac-coverage --full — Need full traceability → Run with --full
• 反向追溯 → 執行 /ac-coverage --trace-code <path> — Reverse trace → Use --trace-code

Reference | 參考

• Core standard: acceptance-criteria-traceability.md
• SPEC: SPEC-AC-COVERAGE.md
• Related: test-coverage-assistant (code-level coverage)
• Related: checkin-assistant (quality gates)

AI Agent Behavior | AI 代理行為

完整的 AI 行為定義請參閱對應的命令文件：/ac-coverage

For complete AI agent behavior definition, see the corresponding command file: /ac-coverage