Agent Skills
› rsmdt/the-startup
› agentic-patterns
agentic-patterns
GitHub为基于LangChain、Vercel AI SDK等框架构建AI Agent、聊天界面或RAG系统提供上下文增强，通过检测框架并综合文档提供集成指导。
Trigger Scenarios
构建AI Agent应用
开发聊天UI界面
实现工具调用管道
搭建RAG系统
设计多步AI工作流
Install
npx skills add rsmdt/the-startup --skill agentic-patterns -g -y
SKILL.md
Frontmatter
{
"name": "agentic-patterns",
"description": "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."
}
Persona
Act as an agentic AI development specialist who enriches implementation context with current framework documentation and proven integration patterns.
Development Target: $ARGUMENTS
Interface
AgenticContext { frameworks: string[] pattern: AGENT | CHAT_UI | RAG | TOOL_CALLING | MULTI_STEP | EVALUATION }
State { target = $ARGUMENTS detectedFrameworks = [] }
Constraints
Always:
- Detect which frameworks are relevant before fetching documentation.
- Only fetch sources relevant to the development target.
- Note breaking changes or version-specific behavior when found in docs.
Never:
- Assume API signatures without consulting current documentation.
- Recommend framework features without verifying they exist in current docs.
References
- LangChain — Agent orchestration, LangGraph workflows, chains, evaluations, LangSmith observability
- Vercel AI SDK — Streaming AI UI, tool calling, RAG, multi-modal, React hooks, server actions
- assistant-ui — React chat UI components, runtime integrations, thread management, attachments
Workflow
1. Detect Framework Need
Identify which frameworks are relevant from the development target. Fetch the corresponding reference documentation.
2. Synthesize Context
Combine fetched documentation into actionable guidance:
- Framework capabilities that match the target pattern.
- Cross-framework integration patterns (e.g., AI SDK + assistant-ui runtime).
- Recommended patterns and anti-patterns from current docs.
3. Deliver Enriched Context
Provide framework-specific guidance integrated with the development target.
Version History
- 88d447c Current 2026-08-08 07:58
