ai-dev-pipeline

In the author's own words, from each skill's SKILL.md.

• bugfix

  All bugs start here. Disciplined 7-phase diagnosis loop (Phase 0-6) for bugs and performance regressions. Load context → build feedback loop → reproduce → hypothesise → instrument → fix → knowledge capture. Use when user says "bugfix" / "fix this bug" / reports a bug / says something is broken/throwing/failing / describes a performance regression, or when E2E verification fails.

  skills/bugfix/SKILL.md on GitHub (opens in a new tab)

• e2e-verify

  E2E verification agent. Reads PRD Acceptance Criteria from a GitHub Issue, runs structured verification (prerequisites → smoke → core AC → regression → edge states), and reports pass/fail evidence. Uses the best method per scenario: DB/curl for data, browser for UI. Never gives fix suggestions — only facts. Use when user says "e2e-verify" / "e2e" / "验收" / "验证一下" / "跑一下 AC", or when the execution…

  skills/e2e-verify/SKILL.md on GitHub (opens in a new tab)

• functional-test

  功能测试陪测员——把散乱的测试点整理成"最短路径测试分组"，然后陪用户跑测试。 生成两份文档：技术版（开发者用，runbook + DB 校验 + 实时对话反馈）和同事版（非技术人员用，交互式 HTML + 截图粘贴 + 导出分享）。 当用户提到"功能测试""测试清单""帮我测""写测试用例""测试分组""陪我测""QA""回归测试" "测试表""测试文档""测试 checklist"时触发。 也适用于：用户给出一堆待测功能点想要整理顺序、拿到同事的测试记录想要更新清单、 需要一个 AI 陪测员在手测时实时查 DB 校验数据。

  skills/functional-test/SKILL.md on GitHub (opens in a new tab)

• grill-with-docs

  Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.

  skills/grill-with-docs/SKILL.md on GitHub (opens in a new tab)

• handoff

  Compact the current conversation into a handoff document for another agent to pick up.

  skills/handoff/SKILL.md on GitHub (opens in a new tab)

• improve-codebase-architecture

  Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

  skills/improve-codebase-architecture/SKILL.md on GitHub (opens in a new tab)

• lsp-setup

  为当前代码仓库配置 LSP 代码智能——安装 LSP 语言服务器、配置 Codex LSP MCP、 安装 LSP 会话 hook、写入检索规则到项目 CLAUDE.md / AGENTS.md。 所有配置写入项目工作目录（.claude/ .codex/），不污染全局。 触发场景：lsp-setup、配置 LSP、装 LSP、LSP 不工作、goToDefinition 不能用、 findReferences 失败、hover 没反应、新项目配环境、开发环境初始化、dev setup。

  skills/lsp-setup/SKILL.md on GitHub (opens in a new tab)

• prototype

  Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, or says "prototype this", "let me play wit…

  skills/prototype/SKILL.md on GitHub (opens in a new tab)

• tdd

  Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

  skills/tdd/SKILL.md on GitHub (opens in a new tab)

• thermo-nuclear-code-quality-review

  Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.

  skills/thermo-nuclear-code-quality-review/SKILL.md on GitHub (opens in a new tab)

• to-issues

  Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

  skills/to-issues/SKILL.md on GitHub (opens in a new tab)

• to-prd

  Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

  skills/to-prd/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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