测试驱动开发。适用于用户想用先写测试的方式构建功能或修复缺陷、提到 “red-green-refactor”，或需要集成测试时。

基于 spec 或 ticket 集合实现一段工作。

本地知识库集成 - 文档检索、投喂、双轨模式切换

Provides file paths to language-specific reference files for the test ANALYSIS skills (assertion-quality, test-anti-patterns, test-gap-analysis, test-smell-detection, test-tagging). Call this skill to discover available extension files (e.g., dotnet.md for .NET/MSTest/xUnit/NUnit/TUnit, python.md for pytest/unittest, typescript.md for Jest/Vitest/Mocha, java.md for JUnit/TestNG, etc.). Do not use directly — invoked by the test-quality-auditor agent and polyglot analysis skills that need framework-specific lookup tables (test markers, assertion APIs, skip annotations, sleep patterns, mystery guest indicators, integration markers, setup/teardown, tag-support capability).

How to think about names in the Grida repo — not conventions, but what a name commits you to, reveals about the system, and costs to change. The central discipline is that a strict, honest name refuses to grow, and that refusal drives the repo's shape (flat modules, small agnostic packages, suffix siblings). Use when planning a new package, crate, module, directory, route group, or test corpus — the name comes first.

OpenViking 集成 — 浏览器自动化与 Web 搜索工具

Pinia stores, state management patterns, store setup, and reactivity with stores.

Read this skill before making git commits

用于系统设计面试出题；聚焦容量估算、可用性与一致性权衡、可观测性和故障恢复。

用于腾讯后端面试出题；重点考察计算机基础、计网与操作系统原理，并结合业务场景验证技术选型能力。

Use when writing Python code with `axllm` for using the generated Ax package, factory functions, package docs, examples, and API reference.

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.

Enables squad agents on different machines to share work via git-based task queuing

Cross-platform path handling and command patterns

Complete issue → PR → merge lifecycle with readiness checks

Team execution mode — backward-compatible alias for harness-work with team orchestration. Composer/composer 2.5 maps to the cursor backend.

Activate Gage (devops) for GitHub Repository Manager & DevOps Specialist. Use for repository operations, version management, CI/CD, quality gates, and GitHub push operations. ONLY agent authorized to push to remote repository.

Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化，记录更新历史，提供分析报告。

OpenClaw Session 优化器 - 监控 session 状态，在需要时提醒用户切换 session。包括 session 长度监控、已完成任务数量统计、时间显示等功能。

Create bundled Rundeck plugins following development standards. Auto-loads plugin development guidelines, build configuration, and release processes.