Visual Novel Script Parser That Runs Everywhere

Structural segmentation — Foote checkerboard novelty over MFCC self-similarity (Foote 2000)

V8 precise-coverage collector for Playwright (CDP Profiler.takePreciseCoverage) with novelty-scoring helpers. Extracted from chaosbringer.

Tangle AI memory policies — novelty gating, crystallization, contradiction resolution, outcome learning — over an injected store

Score modifiers for recoengine: fatigue with a recovery curve, novelty, and editorial boosts that stay visible in the explanation.

Contract-synthesis + match-judge engine for ggui's handshake. Synthesizes or repairs a conforming DataContract from an agent's draft, judges blueprint-match candidates for reuse, and validates contract structure + novelty — the primitives composed by deci

Ramose QueryReplica Durable Object: long-lived novelty subscriber (WS to the Transactor), hot-segment cache, basis/novelty endpoint for Workers.

AIQL Soul - Affective AI engine for emotional computation (Reward/Pain/Stress/Novelty)

## Open Source By Novelty Lab

Ramose core engine: datoms, segments, segment trees, novelty, datalog. Pure TypeScript, no Cloudflare dependencies.

LIBSVM v3.37 compiled to WebAssembly -- SVM classification, regression, and novelty detection in browsers and Node.js

The nine standard scoring strategies for recoengine: history, affinity, popularity, recency, novelty, discovery, similarity, co-occurrence, context. Domain-neutral by construction.

Ramose Transactor Durable Object: single writer per database, group commit, novelty WebSocket hub, alarm-driven incremental indexer + GC.

Novelty search for swirlnet neuroevolution library

History Novelty Odoo

AI-powered creativity engine MCP server for agents. Supports find bisociations, assess creativity, compute novelty. By MEOK AI Labs.

A novelty terminal emulator for react

Multi-agent framework for CS/ML research idea generation — literature survey, hypothesis generation, novelty checking, methodology design, and paper outlining

MongoDB-native memory engine: embeddings, graph, episodes, search, knowledge base, reasoning chains, novelty detection, consolidation, analytics

Ramose peer Worker: HTTP API (/transact /query /pull /db-info), datalog at the edge over cached segments + replica novelty; exports the DO classes.