Mine transcripts into learnings.
Forge Skill Cross-vendor analog: the capture half of Anthropic Managed Agents' memory + dreaming pair (May 2026). Forge mines transcripts; /dream curates between sessions. Off the API, local, cross-vendor. Typically runs automatically via SessionEnd hook. Loop position: capture sub-step of move 7 in the operating loop. Extracts candidate learnings from transcripts; the promotion ratchet decides which ones survive (one-offs die at handoff; repeats promote to .agents/learnings/). Forge is the funnel, not the filter. Extract knowledge from session transcripts. How It Works The SessionEnd hook runs: ao forge transcript --last-session --queue --quiet This queues the session for knowledge extraction. Flags
don't have the plugin yet? install it then click "run inline in claude" again.