Adopt cf_core.memory (mnemo) for persistent knowledge graph #32

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opened 2026-06-03 18:33:58 -07:00 by pyr0ball · 0 comments

pyr0ball commented

2026-06-03 18:33:58 -07:00

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Summary

Once circuitforge-core#63 lands (mnemo as a shared cf_core.memory module), linnet should adopt it.

linnet-specific use

Tone annotation: per-contact communication style patterns, tone preferences, historical annotation decisions. Personalizes tone suggestions based on who the user is actually communicating with.

Implementation

No product-level implementation needed beyond:

Adding the mnemo sidecar to the product compose stack (via cf-core compose template)
Calling cf_core.memory.remember(conversation) after each user interaction
Calling cf_core.memory.recall(query) to inject relevant context into prompts

Linked

circuitforge-core#63: mnemo module implementation
https://github.com/zaydmulani09/mnemo — upstream project (MIT license)

## Summary Once circuitforge-core#63 lands (mnemo as a shared `cf_core.memory` module), linnet should adopt it. ## linnet-specific use Tone annotation: per-contact communication style patterns, tone preferences, historical annotation decisions. Personalizes tone suggestions based on who the user is actually communicating with. ## Implementation No product-level implementation needed beyond: 1. Adding the `mnemo` sidecar to the product compose stack (via cf-core compose template) 2. Calling `cf_core.memory.remember(conversation)` after each user interaction 3. Calling `cf_core.memory.recall(query)` to inject relevant context into prompts ## Linked - circuitforge-core#63: mnemo module implementation - https://github.com/zaydmulani09/mnemo — upstream project (MIT license)