API Auto-Testing Pipeline

After /executing-plans implements new API endpoints, /api-test orchestrates a 6-step pipeline that generates pytest scenarios with auto-detected auth, runs them, and records results to <slug>-implementation-plan.md change-history.

When to Invoke

• The user issues /api-test for the current feature folder
• <slug>-implementation-plan.md exists and includes new/modified API endpoints (typically just after /executing-plans)

6-Step Pipeline

digraph api_test {
    "1. API inventory" [shape=box];
    "2. SQL guide for test data" [shape=box];
    "3. User pastes SQL results" [shape=box];
    "4. Generate scenario code\n(conftest + scenario-NNN.py)" [shape=box];
    "5. Execute pytest" [shape=box];
    "6. Record results in change-history" [shape=box];
    "Any failures?" [shape=diamond];
    "Propose code-fix re-execute-plan" [shape=box];
    "Done" [shape=doublecircle];

    "1. API inventory" -> "2. SQL guide for test data";
    "2. SQL guide for test data" -> "3. User pastes SQL results";
    "3. User pastes SQL results" -> "4. Generate scenario code\n(conftest + scenario-NNN.py)";
    "4. Generate scenario code\n(conftest + scenario-NNN.py)" -> "5. Execute pytest";
    "5. Execute pytest" -> "6. Record results in change-history";
    "6. Record results in change-history" -> "Any failures?";
    "Any failures?" -> "Propose code-fix re-execute-plan" [label="yes"];
    "Any failures?" -> "Done" [label="no"];
}

Step 1 — API Inventory

• Read <slug>-implementation-plan.md ## 1. 단계별 작업 to identify new/modified endpoints introduced by recent tasks
• Grep router decorators in code (@router.get|post|put|patch|delete, @app.get|post|..., FastAPI/Flask/Django patterns) to confirm endpoints exist in the implementation
• For each endpoint, capture: HTTP method, path, path/query/body params, auth requirement

Step 2 — SQL Guide for Test Data

For each endpoint, identify the data dependencies (e.g., user_id, product_id, order_id) and present SQL to the user:

필요한 테스트 데이터를 백엔드 DB에서 조회 후 결과를 paste 해주세요:

-- active 사용자 1명 (정상 케이스)
SELECT id, email FROM users WHERE status='active' AND deleted_at IS NULL LIMIT 1;

-- 재고 있는 상품 1개
SELECT id, name, stock FROM products WHERE stock > 0 LIMIT 1;

-- (필요 시) 음수 잔액 케이스 — 시뮬용
SELECT id FROM users WHERE balance < 0 LIMIT 1;

The exact SQL depends on the inferred schema (read migrations, models, or ask once if unclear).

Step 3 — User Pastes Results

Wait for user paste. Parse rows into dict-form:

{"id": 12345, "email": "test@example.com"}
{"id": 67, "name": "Item A", "stock": 10}

Store in working memory for the next step.

Step 4 — Auto-Detect Auth + Generate Scenario Code

Run auth detection:

source .venv/bin/activate
python -m scripts.detect_auth .

Result branches:

• jwt-login → activate Block A in conftest.py (login fixture)
• static-env-token → activate Block B (env var fixture)
• unknown → ask the user once: "어떻게 인증하나요? 로그인 엔드포인트 / 정적 토큰 / OAuth?"

Files to write under docs/features/<...>/api-tests/:

1. conftest.py — copy from templates/api-tests/conftest.py.template, activate the right block, and append data fixtures matching the user's paste:

   @pytest.fixture
   def test_user() -> dict:
       return {"id": 12345, "email": "test@example.com"}

2. scenario-001-<endpoint-name>.py — happy path test
3. scenario-002-<endpoint-name>-edge.py — 2~3 edge cases (invalid input / missing perms / non-existent ID)

Example scenario:

def test_withdraw_success(api_client, test_user, test_product):
    r = api_client.post(
        "/api/wallet/withdraw",
        json={"user_id": test_user["id"], "amount": 1000},
    )
    assert r.status_code == 200
    body = r.json()
    assert body["balance"] >= 0
    assert "transaction_id" in body

Step 5 — Execute Pytest

source .venv/bin/activate
pytest docs/features/<...>/api-tests/scenario-*.py \
       -v --tb=short \
       --json-report \
       --json-report-file=docs/features/<...>/api-tests/results/$(date +%Y-%m-%d-%H%M).json

Dependencies are listed in repo-root requirements-dev.txt. If a user's project lacks them, instruct: pip install pytest requests pytest-json-report and rerun.

Step 6 — Record Results

Invoke change-history skill to append a [API테스트] entry to <slug>-implementation-plan.md:

### [2026-05-02 15:30] [API테스트]
- **id**: CH-20260502-009
- **시나리오 파일**: api-tests/scenario-001-withdraw.py (4 tests)
- **결과**: PASS 3 / FAIL 1 / ERROR 0
- **실패 상세**: test_withdraw_negative_amount → 422 기대, 200 응답
- **결과 파일**: api-tests/results/2026-05-02-1530.json
- **다음 액션**: 음수 amount 검증 누락 → /executing-plans 재진입 권장

Failure Handling

When the JSON report shows failures, surface them to the user:

1건 실패 — test_withdraw_negative_amount 가 음수 amount에 대해 422를 기대했으나 200을 받았습니다.
원인: src/wallet/service.py의 withdraw에 음수 검증 누락으로 보입니다.

선택:
A) /executing-plans 재진입 → 수정 후 재테스트
B) 시나리오 자체가 잘못 → 시나리오 코드 수정
C) 무시하고 마무리

The user's choice routes back to either /executing-plans (cascading code fix) or scenario edit (scoped to api-tests folder).

Anti-Patterns

Red Flags

Acceptance

After /api-test completes:

1. ≥ 1 scenario file under docs/features/<...>/api-tests/
2. ≥ 1 JSON result file under docs/features/<...>/api-tests/results/
3. <slug>-implementation-plan.md ## 변경이력 has a fresh [API테스트] entry with PASS/FAIL/ERROR counts
4. Failure cases (if any) surfaced with concrete next-action options

Related Skills

• executing-plans — produced the code under test
• change-history — invoked at Step 6 to append [API테스트] entry
• change-propagation — invoked when failures lead to code/spec edits

Helper Scripts

• scripts/detect_auth.py — auth pattern detection (called at Step 4)
• templates/api-tests/conftest.py.template — fixture skeleton copied into each feature's api-tests folder