[P1] Add durable artifact/blackboard state and fresh-root context handoff #16

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opened 2026-08-12 01:19:43 +00:00 by lost-rob0t · 0 comments
lost-rob0t commented 2026-08-12 01:19:43 +00:00 (Migrated from github.com)

Goal

Keep durable task knowledge outside endlessly growing model transcripts and support fresh reasoning roots that inherit selected state, not the full conversation.

Scope

  • define artifact/blackboard records with provenance and versioning;
  • let agents/RLM calls publish and retrieve bounded durable artifacts;
  • support fresh-root execution that receives selected summaries/artifacts/context handles instead of full prior trajectories;
  • record producer/consumer links in traces;
  • support correction/supersession without losing history;
  • integrate artifact handles with graph checkpoints and agent state.

Acceptance criteria

  • a multi-stage run can terminate one model context and continue from a fresh root using persisted artifacts;
  • prior full transcript is not required for continuation;
  • artifact provenance identifies producing run/agent/call;
  • superseded artifacts remain auditable;
  • checkpoint/restart preserves durable artifacts.

Dependencies

Research

See RLM-RESEARCH-009-durable-artifact-context.org and the Chained RLM findings.

## Goal Keep durable task knowledge outside endlessly growing model transcripts and support fresh reasoning roots that inherit selected state, not the full conversation. ## Scope - define artifact/blackboard records with provenance and versioning; - let agents/RLM calls publish and retrieve bounded durable artifacts; - support fresh-root execution that receives selected summaries/artifacts/context handles instead of full prior trajectories; - record producer/consumer links in traces; - support correction/supersession without losing history; - integrate artifact handles with graph checkpoints and agent state. ## Acceptance criteria - a multi-stage run can terminate one model context and continue from a fresh root using persisted artifacts; - prior full transcript is not required for continuation; - artifact provenance identifies producing run/agent/call; - superseded artifacts remain auditable; - checkpoint/restart preserves durable artifacts. ## Dependencies - #6 - #11 - #12 - parent #3 ## Research See `RLM-RESEARCH-009-durable-artifact-context.org` and the Chained RLM findings.
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Reference
nsaspy/prolog-rlm#16
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