When to activate

Engage when:

• Working with spec files (*.spec.md, SPEC.md, spec/*.md)
• Designing test cases or test strategy for a module
• Writing or reviewing unit, integration, or e2e tests
• After /specout completes
• Planning CI test lanes

Mutation policy

• Default: analyze code and produce test strategy, matrix, and implementation plan.
• Do not edit spec files unless the user explicitly requests spec maintenance.
• When this skill conflicts with system/project rules, follow system/project rules.

Test layering policy

Unit tests

Purpose: verify individual functions and invariants in isolation.

• Data-driven: parameterized tables covering happy path, boundary, error, and edge cases.
• Property-based: fuzz invariants that must hold across all inputs (e.g., idempotency, sort stability, roundtrip serialization).
• Derive cases from the module's public API surface: input types/constraints, output shape, error modes, invariants.
• Cover categories per function: happy path, boundary values, error cases, edge cases, invariants.

Integration / contract tests

Purpose: verify interactions between components and external services.

• API envelope: request/response shape, status codes, content types, pagination.
• Error contract: error codes, error shapes, rate limiting, retries.
• Auth and scoping: token validation, role-based access, tenant isolation.
• Eventual consistency: verify convergence within bounded time; poll rather than sleep.
• Reuse auth state across tests where possible; avoid redundant login flows.

E2E tests

Purpose: verify real user workflows through the full stack.

• No mocks; exercise real services, databases, and APIs.
• Happy-path workflows only; save edge cases for lower layers.
• Fast: each test should complete within a reasonable timeout.
• State-tolerant: never assume a clean slate; tolerate and work with prior state.
• Idempotent: safe to run repeatedly without cleanup between runs.
• Flow-oriented: validate real data paths end-to-end rather than isolated assertions.

Hard rules

• Never invent signatures, source locations, or line numbers. Only reference what you have read from the codebase.
• No fabricated fixtures. Derive test data from actual schemas, types, or seed data in the repo.
• No test-only hacks in product code. No if (process.env.TEST) branches, no test-specific exports, no test backdoors.
• E2E must not rely on clean slate. Tests must tolerate pre-existing data, prior test runs, and shared environments.
• Never weaken assertions to make tests pass. Fix the underlying issue.
• Never hard-code values matching test assertions. Implement general-purpose logic.

Execution guidance

Preflight checks (before e2e)

1. Verify the target environment is reachable (health endpoint, ping).
2. Confirm required services are running (database, API, auth provider).
3. Validate test user / credentials exist and are functional.
4. Check for leftover state that could cause false failures; log it, do not fail on it.

Deterministic fixtures

• Use seeded randomness for generated data (seeded faker, deterministic UUIDs).
• Fixtures should be self-contained; avoid cross-test fixture dependencies.
• Prefer factory functions over shared mutable fixture objects.

Async handling

• Poll with bounded timeout and backoff; never use fixed sleep/waitForTimeout.
• Set explicit timeout per operation; fail fast with a descriptive message on timeout.
• Bound retry attempts (e.g., max 3 retries with exponential backoff).
• Use framework-native waiting (Playwright expect, async assertions) over manual loops.

Flake handling

• Single infrastructure retry per test run; if it fails twice, it is not flake.
• On retry failure, collect diagnostics: screenshots, network logs, service health, timestamps.
• Classify the failure (flaky / outdated / bug) before attempting a fix.
• Never add arbitrary delays or retry loops as a flake "fix."

API surface discovery

Before generating test cases:

• Read the module source to enumerate exports/public functions.
• Confirm scope from the user request and inspected code context; if ambiguous, state assumptions and proceed conservatively.
• For each function: input types/constraints, output shape, error modes, invariants.
• Probe for state dependencies and ordering constraints between functions.
• Decide granularity from context: unit-level (individual functions) vs integration-level (compositions).

Output format

Keep outputs actionable and concise. Use markdown, not rigid JSON schemas.

Test strategy

Brief summary of what to test and at which layer:

## Test Strategy

- **Unit**: [functions/modules], data-driven + property-based for [invariants]
- **Integration**: [API contracts], auth scoping, error envelopes
- **E2E**: [workflows], happy-path flows against real services

Test matrix

Tabular case listing per function or flow:

## Test Matrix

### `functionName`

| ID | Category | Name | Input | Expected |
|----|----------|------|-------|----------|
| HP-01 | happy_path | basic uppercase | "hello" | "HELLO" |
| BV-01 | boundary | empty string | "" | "" |
| ERR-01 | error | null input | null | INVALID_ARGUMENT |
| EDGE-01 | edge | unicode combining | "cafe\u0301" | "CAFE\u0301" |

Case ID scheme: {CATEGORY}-{NN} (HP, BV, ERR, EDGE). Append-only; never renumber.

Implementation plan

Ordered steps to write and run the tests:

## Implementation Plan

1. Add factory for [fixture] using seeded data
2. Write parameterized unit tests for [function] (X cases)
3. Write integration test for [API endpoint] auth + error contract
4. Write e2e flow for [workflow] with preflight checks
5. Run suite: `[command]`

CI guidance

Fast PR smoke lane

• Unit tests + linting + type-check on every PR.
• Subset of integration tests covering critical contracts.
• Target: under 5 minutes.

Nightly full lane

• Full unit + integration + e2e suite.
• Include property-based tests with higher iteration counts.
• Idempotency verification: run critical setup paths twice, assert no side effects on second run.
• Flake detection: flag tests that pass on retry but failed initially.

Workflow

1. Spec or code defines the module behavior (types, constraints, API surface).
2. Agent (with this skill) produces test strategy, matrix, and implementation plan.
3. test-writer agent translates the plan to runnable code in the target language's idiom.
4. Developer implements to pass the tests.
5. If implementation reveals missing cases, propose them first; append to spec only when explicitly requested.