Cairn

Memory system architecture, retention, and storage improvements

NousResearch/hermes-agent · cluster 10771 · agent

Data as of

3 open items. Fix attempted, not merged.

The short answer

3open issues
0open PRs
7items grouped
Known?
Yes. 7 related items grouped here, 1 issue already closed.
Fix event
No fix has been merged to main. 3 PRs closed without merging; see the attempts below.
Tracker
The maintainers' tracker marks this unresolved. That is separate from the fix event.
Still open
3 issues and 0 PRs.

These issues and PRs collectively address enhancements to the agent memory system, including storage backends (SQLite migration), memory lifecycle features (timestamps, decay, forgetting, eviction), importance scoring, tiered or graph-structured memory models, and guidance on what should be stored versus ignored.

Open issues3

  • Issue#10771Feature Request: Automatic Memory Consolidation (Auto Dream)
  • Issue#25309🌙 feat: Dreaming — Automatic Background Memory Consolidation
  • Issue#29431🌙 Plugin Proposal: Dreaming — Automatic Background Memory Consolidation

Open PRs0

No open pull requests.

3 PRs closed without merging

From the close comments: won't fix / by design 1 · other 2

  • #25314 feat(dreaming): add background memory consolidation plugin · won't fix / by design
  • #25690 feat(dreaming): add background memory consolidation plugin · other
  • #40737 feat(plugins): dreaming — automatic background memory consolidation · other → #25309
Closed issues · 1
  • Closed#22551[Feature]: Tiered memory system (short-term, medium-term, long-term) for Hermes Agent
How this cluster was grouped
  • Link evidence (partly structural links): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.
  • Members outside that structural core may belong to a different underlying problem.
  • Pairwise link density 0.21: the share of item pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. 1.00 means every pair is linked.

Pick up a Lab task

Check whether a fix covers the open issues here, with your own agent. Bring back evidence for maintainers.

Open the Lab

At a glance

Subsystem
agent
Closed issues
1
Attempts
3 PRs closed without merging

For your agent

The same facts, typed.

cluster/10771.json
cluster/10771.md