
tdd
Skill按纵向切片做测试驱动开发:先与用户约定测试接缝,只通过公开接口验证行为,并列出实现耦合、同义反复等测试反模式。出自 Matt Pocock 的 skills 合集。
name: tdd
description: Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Test-Driven Development
TDD is the red → green loop. This skill is the reference that makes that loop produce tests worth keeping: what a good test is, where tests go, the anti-patterns, and the rules of the loop. Every section applies on every cycle: consult them before and during the loop, not after.
When exploring the codebase, read GLOSSARY.md (if it exists) so test names and interface vocabulary match the project's domain language, and respect ADRs in the area you're touching.
What a good test is
Tests verify behavior through public interfaces, not implementation details. Code can change entirely; tests shouldn't. A good test reads like a specification: "user can checkout with valid cart" tells you exactly what capability exists, and it survives refactors because it doesn't care about internal structure.
See tests.md for examples and mocking.md for mocking guidelines.
Seams: where tests go
A seam is the public boundary you test at: the interface where you observe behavior without reaching inside. Tests live at seams, never against internals.
Test only at pre-agreed seams. Before writing any test, write down the seams under test and confirm them with the user. No test is written at an unconfirmed seam. You can't test everything, so agreeing the seams up front is how testing effort lands on the critical paths and complex logic instead of every edge case.
Ask: "What's the public interface, and which seams should we test?" Give each proposed seam a one-line note on what it catches and what it misses.
When the shape of that interface is itself in question (how deep the module is, where the seam belongs, what the interface should expose), call the Skill tool with "codebase-design" for the vocabulary. It is the shared source of the module, interface, depth, seam, adapter, leverage and locality terms, and it is a reference to consult, not a session to run.
Anti-patterns
- Implementation-coupled: mocks internal collaborators, tests private methods, or verifies through a side channel (querying the database instead of using the interface). The tell: the test breaks when you refactor but behavior hasn't changed.
- Tautological: the assertion recomputes the expected value the way the code does (
expect(add(a, b)).toBe(a + b), a snapshot derived by hand the same way, a constant asserted equal to itself), so it passes by construction and can never disagree with the code. Expected values must come from an independent source of truth: a known-good literal, a worked example, the spec. - Horizontal slicing: writing all tests first, then all implementation. Bulk tests verify imagined behavior: you test the shape of things rather than user-facing behavior, the tests go insensitive to real changes, and you commit to test structure before understanding the implementation. Work in vertical slices instead: one test → one implementation → repeat, each test a tracer bullet that responds to what the last cycle taught you.
Rules of the loop
- Red before green. Write the failing test first, then only enough code to pass it. Don't anticipate future tests or add speculative features.
- One slice at a time. One seam, one test, one minimal implementation per cycle.
- Refactoring is not part of the loop. It belongs to the review stage (see the
code-reviewskill), not the red → green implementation cycle.
相关资源

Test-Driven Development
Skill强制 agent 按红-绿-重构推进:先写测试并亲眼看它失败,再写最少的实现让它通过,未经失败验证就写出的代码一律删掉重来。出自 Superpowers 工作流。
obra/superpowers301k
Writing Plans
Skill有了需求或规格、动手之前,把多步任务写成小粒度的实施计划:列明涉及的文件、接口签名与验证用的测试,便于逐步执行。Superpowers 的核心技能。
obra/superpowers301k
Superpowers
Skill面向编码 agent 的完整开发方法论技能集:头脑风暴出设计、拆解实施计划、派子代理逐项实现并评审、强制 TDD 与系统化调试。作为插件安装可自动注入启动引导。
obra/superpowers301k
Skills For Real Engineers (Matt Pocock)
SkillMatt Pocock 的工程技能合集:grill-me 追问对齐需求,to-spec 把讨论整理成规格、to-tickets 拆成工单,另有 tdd、diagnosing-bugs、code-review 等,小而可组合。每个仓库首次使用前先运行 setup-matt-pocock-skills。
mattpocock/skills294k
Diagnosing Bugs
Skill排查疑难缺陷与性能回退的纪律化流程:先构建能稳定复现的反馈回路,再复现与最小化、提出假设、插桩验证,最后修复并补回归测试,输出中要求脱敏密钥。Matt Pocock 出品。
mattpocock/skills294k
Agent Skills (Addy Osmani)
Skill覆盖定义、计划、构建、验证、评审到上线全流程的工程技能合集,配 /spec、/plan、/build、/test、/review、/ship 等命令,含 TDD、代码评审与 Web 性能审计。Addy Osmani 出品。
addyosmani/agent-skills107k