OpenClaw Auto-Dream

Talewell Every story has its well. Plugin-first long-term memory for every agent platform. Git-backed. Auditable. Portable. No vector database required. Install · Hosts · Protocol · CLI · Host guide · Architecture --- Why Talewell Two systems shaped this design: - A $2.5B AI assistant whose memory layer is nothing but git-tracked Markdown plus — crude, but inspectable, auditable, and rollback-able. - OpenClaw's memory architecture — proven on the hard half: provenance tainting, recall-driven promotion, deterministic gates around bounded model consolidation. Talewell keeps both rigours and adds the thing neither had: one memory layer that every agent platform can speak. It is plugin-first by design. Every major agent platform is plugin-shaped now; Talewell meets them there instead of asking them to change. What it does - Plain Markdown, real git history. One memory record = one file. Every write is a commit. Every fact is diff-able, rollback-able, and readable with . - Deterministic recall. Relevance × recency decay × importance, computed locally. No model call, no network, no API key required to search your own memory. - Provenance enforced. Content the user sta