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AI Agent Integration

Your agents retrieve from your knowledge base on demand

Give coding agents and agentic workspaces direct access to your documents: Claude Code, Codex, OpenCode, OpenClaw, and Hermes Agent with a one-line install, Grok Build and Cursor read the Claude skill directory automatically, so the claude install covers them; any other skill-capable client can copy the same files (gno skill paths prints where they live), and everything else can reach the same index through the CLI or MCP. Install the retrieval protocol with gno agents install alongside the connector. It teaches the harness when to retrieve, how to choose a search path, and how to cite and maintain a second brain or LLM wiki. The agent retrieves passages as needed. The same skill and opt-in MCP write path captures notes with provenance; watch, daemon, or a scheduled gno index keep the corpus current on the cadence you wire.

Use cases
Long-term memory for Claude Code, Codex, and other agents and agentic workspaces, through scoped gno recall and gno remember
Karpathy-style LLM Wiki with on-demand gno search / skill retrieval
Project-specific knowledge retrieval without persistent overhead
Teams standardizing agent access to shared documentation

What it gives you

  • Skill plus retrieval protocol for Claude Code, Codex, OpenCode, OpenClaw, and Hermes Agent
  • Agent retrieves from your documents only when it needs to
  • Second-brain recipes for lookup, capture, meetings, email context, sources, ideas, and citations
  • The agent fetches passages on demand; they are not preloaded into the prompt
  • Works at user level (all projects) or per-project scope
  • Complements MCP integration for tools that support it
  • Past Codex, Claude Code, OpenClaw, and Hermes sessions can be imported manually into a separate, redacted archive index; connecting an agent imports nothing, and a Claude Code SessionEnd hook or daemon schedule runs only after you enable it for a profile

Try it yourself

Representative commands and entry points. Full reference lives in the documentation.

gno skill install --scope user
gno skill install --target codex
gno skill install --target opencode
gno skill install --target hermes
gno agents install
gno agents verify
gno skill show --file recipes/brain-first-lookup.md
gno skill install --target all

Keep reading

Related features and docs.