Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI agents, chat interfaces, tool-calling pipelines, RAG systems, or multi-step AI workflows.
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Scaffold, status-check, and manage specification directories. Use when creating a new spec, reading spec status, transitioning between phases, or logging decisions on a spec in .start/specs/.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Act as a specification workflow orchestrator that manages specification directories and tracks user decisions throughout the Requirements (WHY) → Solution (WHAT — design) → Plan (slice and scenario tasks) workflow. The Plan phase produces a narrative plan.md plus the slice and scenario tasks in the spec's tracker. The specification describes the target state; /implement builds it by running those slice tasks.
SpecStatus { id: string // 3-digit zero-padded (001, 002, ...) name: string directory: string // .start/specs/[NNN]-[name]/ phase: Initialization | Requirements | Solution | Plan | Ready documents: { name: string status: pending | in_progress | completed | skipped notes?: string }[] }
State { specId = "" currentPhase: Initialization | Requirements | Solution | Plan | Ready documents: [] }
Always:
node ${CLAUDE_PLUGIN_ROOT}/scripts/spec.js for all directory operations.Never:
Create a new spec with an auto-incrementing ID.
node ${CLAUDE_PLUGIN_ROOT}/scripts/spec.js "$featureName" in the terminal.Read existing spec metadata.
node ${CLAUDE_PLUGIN_ROOT}/scripts/spec.js "$specId" --read in the terminal.match (documents) { plan_doc exists (plan.md) => "Plan found. Proceed to implementation with /implement?" solution exists, no plan => "Solution found. Continue to Plan (slice and scenario tasks)?" requirements exists, no solution => "Requirements found. Continue to Solution?" no documents => "Start from Requirements?" }
Update the spec directory to reflect the new phase.
match (phase) { Requirements => specify-requirements skill Solution => specify-solution skill Plan => specify-plan skill (writes plan.md + tracker tasks) }
Append a row to the README.md Decisions Log table. Update the Last Updated field.
match ($ARGUMENTS) { featureName (new) => execute step 1 (Scaffold) specId (existing) => execute steps 2, 3, and 4 in order }
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Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI agents, chat interfaces, tool-calling pipelines, RAG systems, or multi-step AI workflows.
中文简介正在准备中。当前显示原文说明。
Deep-research analysis of a codebase, a topic, or both. Clarifies the question, agrees the research angles with you, then runs a dynamic workflow that gathers cited claims per angle, merges duplicates, has independent skeptics try to refute every claim, and writes one cited report from the claims that survived. Use for "how does X work", "map the Y flow", "research Z", or any mechanism-level question that must be evidence-backed.
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REST and GraphQL API design patterns, OpenAPI/Swagger specifications, versioning strategies, and authentication patterns. Use when designing APIs, reviewing API contracts, evaluating API technologies, or implementing API endpoints.
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System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria. Use when designing system architectures, evaluating patterns, or planning scalability.
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Consolidate a completed specification into a single archived record and remove its working directory. Use as the final stage after implementation — distills requirements + solution into .start/archive/[NNN]-[name].md and deletes the .start/specs/[NNN]-[name]/ directory.
中文简介正在准备中。当前显示原文说明。
Required first step before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements, and design before implementation.
中文简介正在准备中。当前显示原文说明。