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Research: Coyote as upstream reference for Robin's proactive assistant architecture #15

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opened 2026-06-01 14:05:55 -07:00 by pyr0ball · 0 comments
pyr0ball commented 2026-06-01 14:05:55 -07:00
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Summary

Coyote is a local-first proactive assistant framework worth tracking as an upstream reference for Robin's event-explanation and Chat panel chain-of-cause approach.

Why it matters

Robin ships with MenagerieOS as a proactive local LLM assistant for Windows/macOS migrants. Coyote's architecture — continuous context monitoring, event-driven prompting, local inference — directly overlaps with Robin's core loop design.

Action items

  • Review Coyote's event dispatch model and compare against Robin's planned event-explanation pipeline
  • Document any patterns worth porting vs. building fresh
  • Check license compatibility (Robin is MIT/BSL split)
  • Consider contributor outreach if patterns are worth upstreaming

References

  • Robin concept: circuitforge-plans/ + project_robin.md memory
  • Related: reference_understand_anything.md (knowledge-graph inspiration for Robin's Chat panel)
## Summary [Coyote](https://github.com/rajatasusual/coyote) is a local-first proactive assistant framework worth tracking as an upstream reference for Robin's event-explanation and Chat panel chain-of-cause approach. ## Why it matters Robin ships with MenagerieOS as a proactive local LLM assistant for Windows/macOS migrants. Coyote's architecture — continuous context monitoring, event-driven prompting, local inference — directly overlaps with Robin's core loop design. ## Action items - [ ] Review Coyote's event dispatch model and compare against Robin's planned event-explanation pipeline - [ ] Document any patterns worth porting vs. building fresh - [ ] Check license compatibility (Robin is MIT/BSL split) - [ ] Consider contributor outreach if patterns are worth upstreaming ## References - Robin concept: `circuitforge-plans/` + `project_robin.md` memory - Related: `reference_understand_anything.md` (knowledge-graph inspiration for Robin's Chat panel)
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Reference: Circuit-Forge/robin#15
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