scrypster/muninndb

The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives. Memories evolve on their own. MCP-native. Single binary.

326Stars on the repository
15Mods indexed here, across every type
16d agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

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scrypster/muninndb

Skill Claude CodeCodex

The repeatable build loop MuninnDB holds itself to — design, build RED-first, independently vet, adversarially refute, MEASURE real value on a vault, then PR/CI/land. Use for any non-trivial feature or fix ("build X", "add Y", "next increment"). Encodes the discipline that keeps us shipping real, measured value…

not rated 326 16d ago A 85 tokens

panel

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scrypster/muninndb

Skill Claude CodeCodex

Run competing positions against each other and come out with a DECISION, not a pile of opinions. Use when a genuine fork has to be resolved and the evidence does not obviously pick a side: a product-doctrine question, a design that returned two defensible shapes, or a measurement that contradicts something already…

not rated 326 16d ago A 87 tokens