ruvector/npm/packages/sona/package.json
rUv 929ee40daf fix(brain): overhaul gist quality — deep research loop, strict novelty gates
Problems fixed:
- Every gist was "X shows weak co-occurrence with Y (confidence: 50%)"
- Same generic cluster labels (debug, architecture, geopolitics) recycled
- Novelty thresholds too low (2 inferences, 100 evidence, 0.008 strange loop)
- Rate limit too permissive (4 hours = 6 gists/day of noise)
- No content-level dedup

Changes:
- Raise novelty thresholds: 5 inferences, 500 evidence, 0.05 strange loop
- Add MIN_INFERENCE_CONFIDENCE (60%) — filter out weak signals before publishing
- Add strong_inferences() / strong_propositions() quality filters
- Raise cross-domain similarity threshold from 0.3 to 0.45 at source
- Raise predicate thresholds (may_influence: 0.75, associated_with: 0.55)
- Rate limit: 24 hours between gists (was 4 hours)
- Content-based dedup (category + dominant inference, not just title)
- 3-pass research loop: (1) Gemini grounded research on topics,
  (2) brain memory search for internal context, (3) Gemini synthesis
- Deleted all 45 old repetitive gists

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-03-25 17:39:40 +00:00

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{
"name": "@ruvector/sona",
"version": "0.1.5",
"description": "Self-Optimizing Neural Architecture (SONA) - Runtime-adaptive learning with LoRA, EWC++, and ReasoningBank for LLM routers and AI systems. Sub-millisecond learning overhead, WASM and Node.js support.",
"main": "index.js",
"types": "index.d.ts",
"napi": {
"binaryName": "sona",
"targets": [
"x86_64-unknown-linux-gnu",
"x86_64-unknown-linux-musl",
"aarch64-unknown-linux-gnu",
"x86_64-apple-darwin",
"aarch64-apple-darwin",
"x86_64-pc-windows-msvc",
"aarch64-pc-windows-msvc"
]
},
"scripts": {
"artifacts": "napi artifacts",
"build": "napi build --platform --release -p ruvector-sona --manifest-path ../../../crates/sona/Cargo.toml -F napi",
"build:debug": "napi build --platform -p ruvector-sona --manifest-path ../../../crates/sona/Cargo.toml -F napi",
"test": "node --test",
"universal": "napi universal",
"version": "napi version"
},
"devDependencies": {
"@napi-rs/cli": "^2.18.0"
},
"keywords": [
"sona",
"neural-network",
"adaptive-learning",
"lora",
"low-rank-adaptation",
"ewc",
"elastic-weight-consolidation",
"reasoningbank",
"llm",
"llm-router",
"machine-learning",
"ai",
"deep-learning",
"continual-learning",
"napi",
"rust",
"ruvector"
],
"author": "rUv Team <team@ruv.io>",
"license": "MIT OR Apache-2.0",
"repository": {
"type": "git",
"url": "https://github.com/ruvnet/ruvector.git",
"directory": "npm/packages/sona"
},
"homepage": "https://github.com/ruvnet/ruvector/tree/main/crates/sona",
"bugs": {
"url": "https://github.com/ruvnet/ruvector/issues"
},
"engines": {
"node": ">= 16"
},
"publishConfig": {
"registry": "https://registry.npmjs.org/",
"access": "public"
},
"files": [
"index.js",
"index.d.ts",
"README.md",
"*.node"
],
"optionalDependencies": {
"@ruvector/sona-linux-x64-gnu": "0.1.4",
"@ruvector/sona-linux-x64-musl": "0.1.4",
"@ruvector/sona-linux-arm64-gnu": "0.1.4",
"@ruvector/sona-darwin-x64": "0.1.4",
"@ruvector/sona-darwin-arm64": "0.1.4",
"@ruvector/sona-win32-x64-msvc": "0.1.4",
"@ruvector/sona-win32-arm64-msvc": "0.1.4"
}
}