Adopt cf_core.memory (mnemo) for persistent knowledge graph #149

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opened 2026-06-03 18:33:58 -07:00 by pyr0ball · 1 comment

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), kiwi should adopt it.

kiwi-specific use

Pantry/recipe: dietary preferences, flavor memory, ingredient substitutions that worked, recipes the user liked or disliked, seasonal pantry patterns. Powers personalized recipe suggestions that actually reflect how this user cooks.

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), kiwi should adopt it. ## kiwi-specific use Pantry/recipe: dietary preferences, flavor memory, ingredient substitutions that worked, recipes the user liked or disliked, seasonal pantry patterns. Powers personalized recipe suggestions that actually reflect how this user cooks. ## 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)

pyr0ball commented

2026-06-03 19:11:11 -07:00

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Blocked on cf-core memory module — now shipped in circuitforge-core. Adoption tracked separately once mnemo sidecar is wired into compose.