Forge Skill

Cross-vendor analog: the capture half of Anthropic Managed Agents' memory + dreaming pair (May 2026). Forge mines transcripts; $curate --mode=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