Recipes

60+ recipes. Each one: single page, install line, code, run. No dependency between recipes — every page stands alone.

#Popular outcomes

• Support agent — pair with Persistent memory, Confirmation-gated tool, and Audit log
• Research agent — pair with Research team, Background agents, and Eval suite
• Code agent — pair with Code reviewer, Mandatory sandbox, and Deterministic replay
• Internal copilot — pair with Doc loaders, RAG chat, and Prompt injection

#Getting started

• Custom adapter — wrap any LLM API
• More providers — OpenAI, Anthropic, Gemini, local
• Simulate stream — fake streaming for one-shot providers
• Framework adapters — React / Vue / Svelte / Solid / Ink / RN / Angular

#Chat UI

• RAG chat · PDF Q&A
• Cost-guarded chat · Persistent memory
• Edit + regenerate · Progressive tool calls
• Multi-modal · Generative UI

#RAG + retrieval

• RAG chat · PDF Q&A
• RAG reranking · Doc loaders
• Vector adapters

#Memory

• Persistent memory · Hierarchical memory
• Auto-summarize · Virtualized memory
• Graph memory · Personalization
• Encrypted memory

#Adapter composition

• Adapter router · Ensemble
• Fallback chain

#Tools + integrations

• Integrations · More integrations
• MCP bridge · Tool composer
• Self-debug

#Multi-agent + orchestration

• Multi-agent topologies · Research team
• Durable execution · Background agents
• Speculative execution

#Observability + cost

• Cost guard · Token budget
• Trace viewer · Devtools server
• Audit log

#Security

• PII redaction · Prompt injection
• Rate limiting · Mandatory sandbox
• HITL approvals · Confirmation-gated tool

#Evaluation

• Eval suite · Evals CI
• Deterministic replay · Replay different model
• Prompt snapshots · Prompt diff
• Prompt experiments · Time-travel debug

#Apps + bots

• Code reviewer · Discord bot
• Schema-first agent · agentskit ai

#Skills + specs

• Skill marketplace · Open specs

#Conventions

• Replace KEY with your actual API key (use process.env.X_API_KEY in real code).
• TypeScript; remove types for plain JS.
• Each recipe declares its npm install line at the top.

Explore nearby

• Peer
  Custom adapter

  Wrap any LLM API as an AgentsKit adapter. Plug-and-play with the rest of the kit in 30 lines.

• Peer
  Adapter contract tests

  Verify any adapter against the ADR 0001 invariants A1–A10 with the shared test harness.

• Peer
  More provider adapters

  Mistral, Cohere, Together, Groq, Fireworks, OpenRouter, Hugging Face, LM Studio, vLLM, llama.cpp — one line each.