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Distill reusable decisions and lessons into project memory and improvement actions. Use at milestones, closeout, or recurring failure patterns.
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Based on SOC occupation classification
Define and approve a measurable outcome and Spec. Use when a new delivery request has unclear scope, missing outcome, or missing owner.
Execute mapped tasks with stream discipline, dependency safety checks, and evidence updates. Use when tasks are ready for implementation.
Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: "AI SDK", "Vercel AI SDK", "generateText", "streamText", "add AI to my app", "build an agent", "tool calling", "structured output", "useChat".
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".
Decompose an approved plan into atomic tasks with dependencies and acceptance criteria. Use when planning is complete and execution must be prepared.
Verify release readiness and enforce quality gates with risk-based checks and evidence capture. Use before closure or merge.
| name | learning-skill |
| description | Distill reusable decisions and lessons into project memory and improvement actions. Use at milestones, closeout, or recurring failure patterns. |
decisions.md.project/projects/<slug>/decisions.mdbash .agents/scripts/query-log.sh --last 200bash .agents/scripts/pm/status.shreferences/runbook.mdtemplates/retrospective.mdtemplates/improvement-backlog.md