Surface and categorize assumptions underlying product strategy. Use early in development to document what you're betting on.
中文简介正在准备中。当前显示原文说明。
Test-driven development - write failing test first, then minimal code. Use before implementing any feature or bugfix.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Use when implementing any feature or bugfix, before writing implementation code.
NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST
Write code before the test? Delete it. Start over.
No exceptions:
Write one minimal test showing what should happen.
MANDATORY. Never skip.
Write simplest code to pass the test.
MANDATORY.
After green only:
"I'll write tests after" Tests written after pass immediately. Passing immediately proves nothing. Test-first forces you to see the test fail, proving it actually tests something.
"Tests after achieve same goals" No. Tests-after answer "What does this do?" Tests-first answer "What should this do?"
"Deleting X hours of work is wasteful" Sunk cost fallacy. The time is gone. The waste is keeping code you can't trust.
All mean: Delete code. Start over with TDD.
| Excuse | Reality |
|---|---|
| "Too simple to test" | Simple code breaks. Test takes 30 seconds. |
| "I'll test after" | Tests passing immediately prove nothing. |
| "Already manually tested" | Ad-hoc ≠ systematic. No record, can't re-run. |
| "TDD will slow me down" | TDD faster than debugging later. |
Before marking work complete:
Can't check all boxes? You skipped TDD. Start over.
Use this skill when the task directly matches the workflow described above.
Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.
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Surface and categorize assumptions underlying product strategy. Use early in development to document what you're betting on.
中文简介正在准备中。当前显示原文说明。
Prioritize assumptions by risk and importance. Use after assumption mapping to decide what to test first.
中文简介正在准备中。当前显示原文说明。
Sync Jira issues with local tasks. Use during daily planning or when user asks about Jira issues.
中文简介正在准备中。当前显示原文说明。
Design backend architecture for implementation with API contracts, data model changes, service boundaries, security, and observability.
中文简介正在准备中。当前显示原文说明。
Turn ideas into designs through collaborative dialogue. Use before any creative work - features, components, or modifications.
中文简介正在准备中。当前显示原文说明。
Check Google Calendar for today's schedule. Use during daily planning or when user asks about their calendar.
中文简介正在准备中。当前显示原文说明。