Comprehensive PR review using multi-agent swarm with specialized reviewers for security, performance, style, tests, and documentation. Provides detailed feedback with auto-fix suggestions and merge readiness assessment.
EnglishActivates when user needs help with database design, SQL queries, migrations, or ORM usage. Triggers on "database schema", "SQL query", "migration", "optimize query", "foreign key", "index", "normalize", "ORM", "Prisma", "TypeORM", "SQLAlchemy", or database-related questions.
EnglishGuide reliable deployments without CI/CD platforms (GitHub Actions / GitLab CI). Use when: deploying to VPS, air-gapped servers, or environments without CI/CD infrastructure. Keywords: deployment, no-cicd, shell script, blue-green, smoke test, rollback, 無CI/CD, 部署.
EnglishGenerate hierarchical documentation structures (AGENTS.md, agent.d, and custom docs) for codebases. Use when user asks to create documentation files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create documentation", "generate docs", "analyze codebase for AI", "documentation setup", "hierarchical docs".
EnglishManage and guide developers through active development methodology workflows. Use when: TDD, BDD, SDD, ATDD, or custom methodology workflows are needed. Keywords: methodology, workflow, TDD, BDD, SDD, ATDD, phase, checkpoint, development process.
EnglishGuide observability setup, metrics design, and alerting configuration. Use when: new service instrumentation, SLO definition, alert design, maturity assessment. Keywords: observability, metrics, traces, golden signals, alerting, SLO, 可觀測性, 告警.
EnglishGuide for organizing project directories following language-specific best practices. Use when: creating projects, reorganizing structure, adding modules, setting up builds. Keywords: project, structure, directory, layout, gitignore, scaffold, 專案結構, 目錄.
EnglishUse when pushing commits to a remote repository. Checks branch tracking, shows what will be pushed, sets upstream if needed, and handles diverged branches safely. Use this whenever the user says push, wants to send their work to the remote, or is preparing for a PR.
EnglishExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.
EnglishGuide runbook creation, maintenance, and drill exercises. Use when: writing runbooks, planning drills, auditing runbook coverage, post-incident runbook updates. Keywords: runbook, operations, drill, on-call, procedure, 操作手冊, 演練.
EnglishSpec-driven development loop (plan → go → review → project) with lifecycle states, YAML frontmatter, a code-grounded feature projection (FEATURES.md), and docs refresh. ALWAYS LOAD THIS SKILL when working on any project that has a .kiro/specs/ or specs/ directory, or any CLAUDE.md/AGENTS.md that mentions specs. Use for planning, implementing, refining, or auditing specs, regenerating the feature ledger, or syncing README/docs/CHANGELOG with specs and code. Trigger on: any implementation work in a spec-managed project, specs, requirements/design/tasks, spec-plan, spec-go, spec-project, spec-docs, spec-audit, feature ledger, .kiro, specs/, 'keep working', 'continue', or resuming prior work. Never hand-edit FEATURES.md — it is derived.
EnglishDetects unnecessary files, unused code, orphaned files, and proposes safe deletion. For repo cleanup, dead code removal, or tidying. Don't use for removal execution (Builder), deletion review (Judge), repo structure (Grove), or scope cutting (Void).
EnglishEvaluate test completeness using the 8 dimensions framework. Use when: writing tests, reviewing test coverage, ensuring test quality. Keywords: test coverage, completeness, dimensions, 8 dimensions, test quality, AI test quality, 測試覆蓋, 測試完整性, 八維度.
English建立、管理和追踪架构决策记录(ADR)。 使用时机:架构决策、技术选型、设计取舍。 关键字:ADR, architecture decision, decision record, 架构决策,…
ChineseUDS 健康检查与反馈系统。诊断安装完整性、检测开发模式、识别摩擦点。 使用时机:检查 UDS 安装、报告问题、发现规范化机会。 关键字:audit, health, pattern, friction, feedback, 审计, 健康, 模式, 摩擦,…
Chinese在撰写规格前进行结构化 AI 辅助脑力激荡。 使用时机:功能规划、创意发想、问题定义。 关键字:brainstorm, ideas, HMW, SCAMPER, 脑力激荡,…
Chinese引导 CI/CD 管线设计、配置和优化。 使用时机:设置管线、优化构建时间、配置部署阶段。 关键字:CI/CD, pipeline, GitHub Actions, deployment, build, 持续集成,…
Chinese引导 API 和微服务的合约测试策略。 使用时机:API 合约、微服务、消费者驱动测试。 关键字:contract test, Pact, OpenAPI,…
Chinese引导工作流程故障恢复,包含检查点、重试与回滚策略。 使用时机:工作流中途失败、需要重试逻辑、设计容错流程。 关键字:durable, execution, checkpoint, retry, rollback, recovery, 持久执行,…
Chinese
AGENT SKILLS ATLASIncludes Ac Coverage, Code Review Assistant, Database Assistant, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Ac Coverage
[UDS] Analyze AC-to-test traceability and coverage
Code Review Assistant
Comprehensive PR review using multi-agent swarm with specialized reviewers for security, performance, style, tests, and documentation. Provides detailed feedback with auto-fix suggestions and merge readiness assessment.
Database Assistant
Activates when user needs help with database design, SQL queries, migrations, or ORM usage. Triggers on "database schema", "SQL query", "migration", "optimize query", "foreign key", "index", "normalize", "ORM", "Prisma", "TypeORM", "SQLAlchemy", or database-related questions.
Deploy
Guide reliable deployments without CI/CD platforms (GitHub Actions / GitLab CI). Use when: deploying to VPS, air-gapped servers, or environments without CI/CD infrastructure. Keywords: deployment, no-cicd, shell script, blue-green, smoke test, rollback, 無CI/CD, 部署.
Docs Generator
Generate hierarchical documentation structures (AGENTS.md, agent.d, and custom docs) for codebases. Use when user asks to create documentation files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create documentation", "generate docs", "analyze codebase for AI", "documentation setup", "hierarchical docs".
Methodology System
Manage and guide developers through active development methodology workflows. Use when: TDD, BDD, SDD, ATDD, or custom methodology workflows are needed. Keywords: methodology, workflow, TDD, BDD, SDD, ATDD, phase, checkpoint, development process.
Observability
Guide observability setup, metrics design, and alerting configuration. Use when: new service instrumentation, SLO definition, alert design, maturity assessment. Keywords: observability, metrics, traces, golden signals, alerting, SLO, 可觀測性, 告警.
Project Structure Guide
Guide for organizing project directories following language-specific best practices. Use when: creating projects, reorganizing structure, adding modules, setting up builds. Keywords: project, structure, directory, layout, gitignore, scaffold, 專案結構, 目錄.
Push
Use when pushing commits to a remote repository. Checks branch tracking, shows what will be pushed, sets upstream if needed, and handles diverged branches safely. Use this whenever the user says push, wants to send their work to the remote, or is preparing for a PR.
Refactoring Assistant
Suggest and guide application of refactoring patterns to improve code quality
Reverse Engineer
Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.
Runbook
Guide runbook creation, maintenance, and drill exercises. Use when: writing runbooks, planning drills, auditing runbook coverage, post-incident runbook updates. Keywords: runbook, operations, drill, on-call, procedure, 操作手冊, 演練.
Spec Derive
[UDS] Derive BDD scenarios, TDD skeletons, or ATDD tables from specifications
Spec Driven Dev
Spec-driven development loop (plan → go → review → project) with lifecycle states, YAML frontmatter, a code-grounded feature projection (FEATURES.md), and docs refresh. ALWAYS LOAD THIS SKILL when working on any project that has a .kiro/specs/ or specs/ directory, or any CLAUDE.md/AGENTS.md that mentions specs. Use for planning, implementing, refining, or auditing specs, regenerating the feature ledger, or syncing README/docs/CHANGELOG with specs and code. Trigger on: any implementation work in a spec-managed project, specs, requirements/design/tasks, spec-plan, spec-go, spec-project, spec-docs, spec-audit, feature ledger, .kiro, specs/, 'keep working', 'continue', or resuming prior work. Never hand-edit FEATURES.md — it is derived.
Sweep
Detects unnecessary files, unused code, orphaned files, and proposes safe deletion. For repo cleanup, dead code removal, or tidying. Don't use for removal execution (Builder), deletion review (Judge), repo structure (Grove), or scope cutting (Void).
Test Coverage Assistant
Evaluate test completeness using the 8 dimensions framework. Use when: writing tests, reviewing test coverage, ensuring test quality. Keywords: test coverage, completeness, dimensions, 8 dimensions, test quality, AI test quality, 測試覆蓋, 測試完整性, 八維度.
Adr Assistant
建立、管理和追踪架构决策记录(ADR)。 使用时机:架构决策、技术选型、设计取舍。 关键字:ADR, architecture decision, decision record, 架构决策, 决策记录。
API Design
[UDS] 引導 API 設計,遵循 REST、GraphQL 和 gRPC 最佳實踐
Audit Assistant
UDS 健康检查与反馈系统。诊断安装完整性、检测开发模式、识别摩擦点。 使用时机:检查 UDS 安装、报告问题、发现规范化机会。 关键字:audit, health, pattern, friction, feedback, 审计, 健康, 模式, 摩擦, 反馈。
Brainstorm Assistant
在撰写规格前进行结构化 AI 辅助脑力激荡。 使用时机:功能规划、创意发想、问题定义。 关键字:brainstorm, ideas, HMW, SCAMPER, 脑力激荡, 发想。
CI CD Assistant
引导 CI/CD 管线设计、配置和优化。 使用时机:设置管线、优化构建时间、配置部署阶段。 关键字:CI/CD, pipeline, GitHub Actions, deployment, build, 持续集成, 持续部署。
Contract Test Assistant
引导 API 和微服务的合约测试策略。 使用时机:API 合约、微服务、消费者驱动测试。 关键字:contract test, Pact, OpenAPI, 合约测试。
Discover
[UDS] 在既有程式碼庫新增功能前的 Phase 0 評估,評估專案健康度與風險
Durable Execution Assistant
引导工作流程故障恢复,包含检查点、重试与回滚策略。 使用时机:工作流中途失败、需要重试逻辑、设计容错流程。 关键字:durable, execution, checkpoint, retry, rollback, recovery, 持久执行, 恢复。
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- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
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After installation, start with a request like:
Use the Ac Coverage skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
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