AI Lab
Turn resources, workflows, and real experiments into reusable methods
Run the process first, then capture guides, workflows, methods, and reviews as reusable assets.
Guide
Reusable guides
Organize content by steps, prerequisites, and boundaries so it can be followed directly.
- Intro
- Steps
- Boundaries
Workflow
Real workflow capture
Connect resources, prompts, and checkpoints into reusable workflows.
- Composition
- Nodes
- Checks
Methodology
Transferable method framework
Capture selection criteria, design principles, and collaboration boundaries as reusable playbooks.
- Criteria
- Principles
- Framework
Review
Comparison and review
Record selection logic, failure reasons, and cost tradeoffs.
- Conclusion
- Lessons
- Maintenance
Practice sources
AI practice source list
Curated official guides, engineering blogs, and reusable tutorials help you find reliable practical material quickly.
Official website · Included
Anthropic Cookbook
Original source anchor for Anthropic Cookbook. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
Cloudflare AI Blog
Original source anchor for Cloudflare AI Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
Google Developers AI Blog
Original source anchor for Google Developers AI Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
LangChain Blog
Original source anchor for LangChain Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
LlamaIndex Blog
Original source anchor for LlamaIndex Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
Microsoft Agent Framework Blog
Original source anchor for Microsoft Agent Framework Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Code repository · Included
OpenAI Cookbook
Original source anchor for OpenAI Cookbook. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Official website · Included
Vercel AI Blog
Original source anchor for Vercel AI Blog. English profile copy is pending; use the source link for the authoritative feed and monitoring snapshot.
Practice topic signals
Start testing from real resources
Choose resources first, then capture guides, workflows, methods, and reviews.
Programming & Development · Skill / rule pack · Online platformBoyue · Boyue Development MethodA lightweight decision-governance Skill for AI-assisted programming and Coding Agents, using Commitment Boundaries, Ownership Boundaries, and risk-adaptive verification to prevent "can do" from automatically…Updated 09.08Search & Research · Skill / rule pack · API supportedShareXtractProtocol-first public content extraction Agent Skill: automatically identifies AI dialogue shares, social posts, media, RSS/Atom, subtitles and web pages, returning body text, messages, media,…Updated 09.08Workflow Automation · Skill / rule pack · FreePrismfy Web Search | Free GoogleDefault web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy. Free…Updated 09.01Programming & Development · Plugin / integration · Freesecr — Secrets management & NHI governanceNative OpenClaw plugin — secrets broker, MCP gateway enforcement, and approval flow for OpenClaw agents. Install via openclaw plugins install npm:@secr/openclaw-plugin (or clawhub:secr once…Updated 08.31
Choose resource
Confirm entry, scenario, and key attributes first.
Run workflow
Record steps, inputs, outputs, and checkpoints.
Extract method
Capture conclusions, limits, and criteria.