Use before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
原文语言:英语
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Use before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
原文语言:英语
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
原文语言:英语
Use when working with Docker containers — debugging container failures, writing Dockerfiles, docker-compose for integration tests, image optimization, or deploying containerized applications
原文语言:英语
Use when you have a written implementation plan to execute in a separate session with review checkpoints
原文语言:英语
Use when you need parallel, read-only exploration with the agent tool (Scout fan-out)
原文语言:英语
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
原文语言:英语
Use when implementing any feature or bugfix, before writing implementation code
原文语言:英语
Use when you have a spec or requirements for a multi-step task, before touching code
原文语言:英语
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
原文语言:英语
Use when you have a written implementation plan to execute in a separate session with review checkpoints
原文语言:英语
Use when you need parallel, read-only exploration with the agent tool (Scout fan-out)
原文语言:英语
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
原文语言:英语
Use when implementing any feature or bugfix, before writing implementation code
原文语言:英语
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
原文语言:英语
Use when you have a spec or requirements for a multi-step task, before touching code
原文语言:英语
Use when bootstrapping, updating, or reviewing AGENTS.md — teaches what makes effective agent memory, how to structure sections, signal vs noise filtering, and when to prune stale entries
原文语言:英语
Use before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
原文语言:英语
Use when reviewing implementation changes against an approved plan or task (especially before merging or between Hive tasks) to catch missing requirements, YAGNI, dead code, and risky patterns
原文语言:英语
Use when working with Docker containers — debugging container failures, writing Dockerfiles, docker-compose for integration tests, image optimization, or deploying containerized applications
原文语言:英语
Use ast-grep MCP tools for syntax-aware structural search, AST inspection, rule testing, and structural verification. Triggers: code-shape queries, structural invariants, pattern debugging, AST inspection, and multi-file syntax matching.
原文语言:英语
Use when you have a spec or requirements for a multi-step task, before touching code
原文语言:英语
Use when independently verifying implementation claims, post-merge review, or when a reviewer needs to falsify success assertions with command-and-output evidence
原文语言:英语
Use when you need parallel, read-only exploration with task() (Scout fan-out)
原文语言:英语
Use when you have a written implementation plan to execute in a separate session with review checkpoints
原文语言:英语
Use when working with Docker containers — debugging container failures, writing Dockerfiles, docker-compose for integration tests, image optimization, or deploying containerized applications
原文语言:英语
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
原文语言:英语
Use when bootstrapping, updating, or reviewing AGENTS.md — teaches what makes effective agent memory, how to structure sections, signal vs noise filtering, and when to prune stale entries
原文语言:英语
Use when implementing any feature or bugfix, before writing implementation code
原文语言:英语
Use before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
原文语言:英语
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
原文语言:英语