idea-analogist
想法群聊室 — 类比者角色。被 idea-team 主编排器调用,或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and 扩展——不评判、不挑刺、不要求事实证据**。Do NOT use when 用户要数据(用…
Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integration. Use when writing tests, reviewing test quality, or establishing testing standards.
$ npx -y skills add majiayu000/spellbook --skill comprehensive-testing --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/comprehensive-testingContext preview
The summary Claude sees to decide when to auto-load this skill.
Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integration. Use when writing tests, reviewing test quality, or establishing testing standards.
name: comprehensive-testing description: Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integration. Use when writing tests, reviewing test quality, or establishing testing standards. allowed-tools: Read, Grep, Glob, Bash, Edit, Write
> Based on [Anthropic's Claude Code Best Practices](https://www.anthropic.com/engineering/claude-code-best-practices) and community patterns
> "Claude performs best when it has a clear target to iterate against—a test case provides concrete success criteria."
Testing is not about proving code works; it's about **designing code that is testable** and **documenting expected behavior**.
---
/\
/ \ E2E Tests (10%)
/----\ - Full user flows
/ \ - Slowest, most brittle
/--------\
/ \ Integration Tests (20%)
/------------\ - Component interaction
/ \ - Real dependencies
/----------------\
Unit Tests (70%)
- Single function/method
- Fast, isolated, many| Level | Speed | Scope | When to Use | |-------|-------|-------|-------------| | Unit | <10ms | Single function | All logic | | Integration | <1s | Multiple components | APIs, DB | | E2E | <30s | Full flow | Critical paths |
---
1. WRITE TESTS FIRST ↓ 2. VERIFY TESTS FAIL ↓ 3. COMMIT TEST SUITE ↓ 4. IMPLEMENT CODE ↓ 5. VERIFY WITH SUBAGENT ↓ 6. COMMIT IMPLEMENTATION
Be EXPLICIT about TDD to avoid mock implementations: "I want to implement [feature] using TDD. First, write tests for [expected behavior] with these input/output pairs: - Input: X → Expected: Y - Input: A → Expected: B Do NOT create any implementation yet."
# Run tests and confirm they fail for the RIGHT reason npm test # or pytest, go test, etc. # Expected: "function not found" or "undefined" # NOT: syntax error, wrong import
git add tests/ git commit -m "test: Add tests for [feature] (RED phase)"
"Now implement the code to make these tests pass. Do NOT modify the tests. Run tests after each change until all pass."
Claude will enter an autonomous loop:
Write code → Run tests → Analyze failures → Adjust → Repeat
"Use a subagent to independently verify the implementation: - Is it overfitting to tests? - Are edge cases handled? - Is the code maintainable?"
git add src/ git commit -m "feat: Implement [feature] (GREEN phase)"
---
describe('UserService', () => {
it('should create user with valid email', async () => {
// Arrange - Setup test data and dependencies
const userRepo = new InMemoryUserRepository();
const service = new UserService(userRepo);
const input = { email: 'test@example.com', name: 'Test' };
// Act - Execute the code under test
const user = await service.create(input);
// Assert - Verify the results
expect(user.email).toBe('test@example.com');
expect(user.id).toBeDefined();
expect(await userRepo.findById(user.id)).toEqual(user);
});
});def test_order_total_with_discount():
"""
Given an order with items totaling $100
When a 20% discount is applied
Then the total should be $80
"""
# Given
order = Order()
order.add_item(Item(price=50))
order.add_item(Item(price=50))
# When
order.apply_discount(Percentage(20))
# Then
assert order.total == Money(80)---
// Structure
describe('ModuleName', () => {
describe('methodName', () => {
it('should [expected behavior] when [condition]', () => {});
});
});
// Setup/Teardown
beforeAll(async () => { /* one-time setup */ });
beforeEach(() => { /* per-test setup */ });
afterEach(() => { /* per-test cleanup */ });
afterAll(async () => { /* one-time cleanup */ });
// Async testing
it('handles async operations', async () => {
const result = await asyncFunction();
expect(result).toBe(expected);
});
// Error testing
it('throws on invalid input', () => {
expect(() => validate(null)).toThrow('Input required');
});
// Snapshot testing (use sparingly)
it('renders correctly', () => {
const tree = renderer.create(<Component />).toJSON();
expect(tree).toMatchSnapshot();
});
// Table-driven tests
it.each([
[1, 1, 2],
[2, 2, 4],
[0, 0, 0],
])('add(%i, %i) = %i', (a, b, expected) => {
expect(add(a, b)).toBe(expected);
});**vitest.config.ts:**
export default defineConfig({
test: {
globals: true,
environment: 'node',
coverage: {
provider: 'v8',
reporter: ['text', 'json', 'html'],
thresholds: {
lines: 80,
branches: 70,
functions: 80,
},
},
},
});import pytest
from mymodule import Calculator
# Fixtures for dependency injection
@pytest.fixture
def calculator():
return Calculator()
@pytest.fixture
def database():
db = TestDatabase()
yield db
db.cleanup()
# Parametrized tests
@pytest.mark.parametrize("a,b,expected", [
(1, 1, 2),
(2, 2, 4),
(0, 0, 0),
(-1, 1, 0),
])
def test_add(calculator, a, b, expected):
assert calculator.add(a, b) == expected
# Exception testing
def test_divide_by_zero(calculator):
with pytest.raises(ZeroDivisionError):
calculator.divide(1, 0)
# Async testing
@pytest.mark.asyncio
async def test_asyncCross-runtime skills for Claude Code, Codex, and multi-agent workflows.
Repo: majiayu000/spellbook
想法群聊室 — 类比者角色。被 idea-team 主编排器调用,或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and 扩展——不评判、不挑刺、不要求事实证据**。Do NOT use when 用户要数据(用…
想法群聊室 — 反方角色。被 idea-team 主编排器调用,或用户单独说"反方意见"、"挑这个想法的刺"、"为什么会失败"、"找漏洞 / 反例"、"devil's advocate"时触发。**专门挑漏洞、找隐藏假设、给反例——不安慰、不"也许可以这样"、不全盘否定**。Do NOT use when…
想法群聊室 — 调研员角色。被 idea-team 主编排器调用,或用户单独说"调研一下 X"、"X 的现状/竞品/数据"、"找 2026 数据"、"事实底"时触发。**用 WebSearch 拉真实 2026 数据、列竞品、引来源——只给事实,不评判,不建议**。Do NOT use when…
想法群聊室主持人 — 把一句话想法丢给多角色 AI 团队(调研员/反方/类比者)做查漏补缺。每个角色有自己的 voice,他们互相 @ 接话;你随时插话。**这是创意扩展工具,不打分、不否决、不堵路**。Use when 用户说"组个团队聊一下"、"开会讨论这个想法"、"找几个角度看看"、"群聊一下 X"、"team…
端到端产品教练 — 把一句话想法走到 PRD + 可点击 HTML 原型。会顶嘴、强制砍功能、用 Nielsen + Norman 做友好性硬检。Use when user 说"我有一个想法"、"想做一个产品"、"做 MVP"、"写 PRD"、"做用户友好的产品",或调用插件命令…
Mobile app UI design expert for iOS and Android. Use when designing app interfaces, creating design systems, ensuring accessibility, or following platform…