Cairn

Proactive opportunity suggestions and skill discovery features

NousResearch/hermes-agent · cluster 17042 · agent

Data as of

7 open items. Fix attempted, not merged.

The short answer

5open issues
2open PRs
7items grouped
Known?
Yes. 7 related items grouped here, 0 issues already closed.
Fix event
No fix has been merged to main. see the attempts below.
Tracker
The maintainers' tracker marks this unresolved. That is separate from the fix event.
Still open
5 issues and 2 PRs.

These items explore opt-in proactive modes that surface workflow suggestions, learning opportunities, and skill recommendations based on user patterns and session history. The cluster centers on detecting and previewing reusable or gap-filling actions before users explicitly request them.

Open issues5

  • Issue#17042[Feature]: Executable reflexes and confidence scoring for skills
  • Issue#51451[Feature]: Windows Desktop Learn mode for approval-gated workflow discovery
  • Issue#54460Proactive Mode: suggest reusable workflows from repeated user patterns
  • Issue#54665Add opt-in proactive opportunities for learning and verticalization
  • Issue#66273[Feature]: Curator skill-gap detection — suggest new Hub skills based on usage patterns & session history

Open PRs2

  • PR#54471[codex] add proactive opportunity preview
  • PR#54666[codex] Add proactive opportunities
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(partly structural links): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.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 0.18: 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.

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At a glance

Subsystem
agent
Closed issues
0
Attempts
0 PRs closed without merging

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The same facts, typed.

cluster/17042.json
cluster/17042.md