bug / 报错 / test 挂了 / 线上问题 / 复现 / 找根因 / debug → diagnose first-hand failure evidence, isolate cause, verify before fixing, add regression proof, and route prevention. Also use for AI-proposed causes or fixes.
复盘 / 沉淀 / 总结经验 / 补进技能 / 技能缺陷 / 流程优化 / would other teammates hit this / will we forget next time / teamwide recurrence / extract skill / post-mortem / 深度 review·审计技能仓库 / 对标外部技能包找 gap（benchmark superpowers·gstack 等） / 核查全局安装点（~/.config/opencode 等）旧快照是否遮蔽本仓技能 /…
发版 / 生产发布 / prod release / 上线范围确认 / 合并 main / 打 tag / 生产构建 / 发布后 reset / 按已确认的上线范围产出测试范围提示（提测范围、这次要回归哪些面）→ coordinate release scope, docs, MR/tag gates, pipeline evidence, rollout handoff, watchers, reset. 从已确认发布范围派生的测试范围提示归本技能——它是发布交接物；完整测试层级/矩阵/CI gate 设计 →…
加功能 / 新需求 / 技术方案 / 方案评估 / 技术选型 / 可行性评估 / 工作量评估 / 多阶段重构 / 推倒重来 / 重新开发 / 完全重新开始 / 清除代码重新开发 / redo-from-scratch / 项目分析 / spec·PRD·需求文档实质内容写错要改对（substance 修正） / 方案评审通过开始实现 / 进入实现阶段 → end-to-end product R&D router for requirement shaping, spec/plan, implementation…
Use when an implementation needs an independent CLI reviewer or adversarial challenger, routing across Claude Code, Kimi, OpenCode, or Codex according to local availability, model-family independence, and the user's client order; also covers Claude-only…
Use when designing, implementing, reviewing, debugging, testing, or shipping React web client features, including component structure, routing, state ownership, API/data fetching, forms, browser behavior, accessibility, performance, build/deploy, and rendered…
怎么测 / 测试方案 / 测试覆盖 / 先写测试用例（可执行测试代码/覆盖） / test cases first for test code / 写测试 / 写测试代码 / 补测试 / 补测试用例（未指向文档/Bitable/source-to-TC 时按可执行测试覆盖处理） / mock / 单元测试 / 集成测试 / E2E / 回归 / CI gate → choose test layers, scenarios, fixtures, mocks, regression coverage, smoke,…
Use when designing, implementing, reviewing, debugging, or operating LLM, agent, RAG, prompt, model-routing, streaming, evaluation, replay, shadow, token-cost, or batch inference features across backend products. Product-agnostic; do not depend on prior…