# NousResearch/hermes-agent · Proposals for self-evolving AI subsystem architectures

## Open now

- 3 issues, 0 PRs open on GitHub.
- #10354: \[Feature\] Living System Architecture: Self-Evolution, Metacognition and Continuous Learning
- #10355: \[Feature\] Living Memory System: Vector Embedding, Metacognition and Identity Evolution
- #11604: Feature: Hermes Living Subsystem Framework — 可进化的活系统12子系统架构
- _Broad area: open items may be separate problems._

These items are feature requests and proposals centered on building adaptive, self-evolving AI systems with components like vector memory, metacognition, identity evolution, and segmented motivational subsystems. They appear to be design-stage proposals rather than implemented features.

## TL;DR

- 5 member(s): 3 open issue(s), 1 closed issue(s), 0 open PR(s), 0 merged PR(s), 1 PR(s) closed without merging.
- No fix has been merged to main; one or more PRs were attempted (see below).
- **Recommended:** review the prior/competing PR(s) below. A fix was attempted but not merged; your case may extend or revive that work.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `unresolved`. This is distinct from the fix status above. Weigh it yourself.

## How this cluster was grouped

- Link evidence (`STRUCTURAL_PARTIAL`): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.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 member 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.

## Open related issues

- #10354: \[Feature\] Living System Architecture: Self-Evolution, Metacognition and Continuous Learning
- #10355: \[Feature\] Living Memory System: Vector Embedding, Metacognition and Identity Evolution
- #11604: Feature: Hermes Living Subsystem Framework — 可进化的活系统12子系统架构

## Closed / duplicate issues

- #90: Feature Request: Segmented Motivational Systems

## Prior & competing PRs

- **#104: Implement Issue #90: Dynamic Parts - Segmented Motivational Systems**. closed without merge
  - maintainer direction: category `uncategorized`; implication `needs_llm`

## Fix status

- No merged fix on record.
- Subsystem: `agent`