Research guides and RAG indexes for AI agent development. Generated by agentsys /learn command.
See CLAUDE.md / AGENTS.md for the full topic index with trigger phrases and keyword lookup. Active guides:
| Topic | File |
|---|---|
| AI CLI Non-Interactive & Programmatic Usage | ai-cli-non-interactive-programmatic-usage.md |
| AI CLI Advanced Integration (MCP, SDKs, Cross-Tool) | ai-cli-advanced-integration-patterns.md |
| Skill/Plugin Distribution Patterns | skill-plugin-distribution-patterns.md |
| All-in-One Plus Modular Packages | all-in-one-plus-modular-packages.md |
| GitHub Org Project Management | github-org-project-management.md |
| GitHub Organization Structure Patterns | github-org-structure-patterns.md |
| OSS Org Naming Patterns | oss-org-naming-patterns.md |
| CLI Browser Automation for Agents | cli-browser-automation-agents.md |
| Terminal Browsers & Agent Automation | terminal-browsers-agent-automation.md |
| Web Session Persistence for CLI Agents | web-session-persistence-cli-agents.md |
| Browser Agent Auth Flows (Slack, Notion, AWS) | browser-agent-auth-flows.md |
| Social Platform Auth Flows (X, Reddit, Discord, LinkedIn) | social-platform-auth-flows.md |
| Google & Microsoft Auth Flows for Browser Agents | google-microsoft-auth-flows.md |
| Auth Flows: GitHub, GitLab, Atlassian (Browser Agent) | auth-flows-github-gitlab-atlassian.md |
| Generic Auth Patterns & CAPTCHA Systems | generic-auth-patterns-captcha-systems.md |
| Cursor IDE Memory Files & Project Context | cursor-ide-memory-context.md |
| Multi-Product Org Docs & Website Architecture | multi-product-org-docs.md |
| ACP with Codex, Gemini, Copilot, Claude | acp-with-codex-gemini-copilot-claude.md |
| Kiro Supervised Autopilot | kiro-supervised-autopilot.md |
| Git History Analysis in Developer Tools | git-history-analysis-developer-tools.md |
| AI Agent Commits & Git Analysis Impact | ai-agent-commits-git-analysis-impact.md |
| AI Commit Detection Forensics | ai-commit-detection-forensics.md |
| glide-mq (Message Queue on Valkey/Redis) | glide-mq.md |
| Skills for Library/SDK - Best Practices | skills-for-library-and-sdk-best-practices.md |
| RAG Skill Indexing for AI Agent Knowledge | rag-skill-indexing.md |
| Codex CLI Plugin Manifest System | codex-plugin-manifest.md |
| RESP MQ Server in Rust (Wire Protocol, Lua, Queue DS) | resp-mq-server-rust.md |
These guides are designed for RAG (Retrieval-Augmented Generation). AI tools can reference them via CLAUDE.md / AGENTS.md index files that map trigger phrases to relevant guides.
Each guide has a corresponding resources/<slug>-sources.json with quality scores, URLs, and key insights per source.
Run /learn <topic> --depth=deep in agentsys to generate new guides.