Files
learnharness/package.json
T
amosblomqvist 95a4477283 Clusters phase A: community detection core (Louvain, seeded, structural)
detectCommunities(nodes, edges) in src/core/clusters.ts (new dep
graphology-communities-louvain): Louvain modularity over the undirected,
unweighted follows+supports structure (user-decided 2026-09-13). The
random-walk traversal runs on an inlined seeded mulberry32 so the same
graph always yields the same partition; community indices are still
unstable across edits, which is exactly why labelings (phase B) key to
sorted MEMBER SETS. follows+supports between the same pair collapse to
one edge; self-loops and dangling edges are skipped defensively; no
min-size filter here (the >=3 render threshold is a presentation rule).

Tests: two-cliques-plus-bridge split, determinism, singleton/empty
graphs, pair collapse, defensive skips, member sorting. 363/363.

Real-data smoke over the current notes graph: 338 nodes / 211 edges ->
138 communities, modularity 0.95, and the big ones are exactly the
learn-session topics (databases, differential forms, sales, servers,
vim, copulas...). 32 communities clear the >=3 render threshold.
2026-09-13 03:46:24 +03:00

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{
"name": "learning-harness",
"version": "0.2.0",
"description": "A standalone learning harness: a teacher agent (AI SDK) with quiz/ask interactions, session artifacts, and a derived knowledge graph of what the learner knows.",
"type": "module",
"private": true,
"scripts": {
"dev": "next dev",
"build": "next build",
"start": "next start",
"test": "NODE_ENV=test tsx --test tests/*.test.ts tests/*.test.tsx",
"lint": "eslint .",
"typecheck": "tsc --noEmit"
},
"dependencies": {
"@ai-sdk/react": "^4.0.79",
"@earendil-works/pi-agent-core": "^0.85.1",
"@earendil-works/pi-ai": "^0.85.1",
"@mozilla/readability": "^0.6.0",
"@radix-ui/react-use-controllable-state": "^1.2.6",
"@rive-app/react-webgl2": "^4.32.1",
"@streamdown/cjk": "^1.0.3",
"@streamdown/code": "^1.1.1",
"@streamdown/math": "^1.0.2",
"@streamdown/mermaid": "^1.0.2",
"@xyflow/react": "^12.11.3",
"ai": "^7.0.76",
"ansi-to-react": "^6.2.6",
"class-variance-authority": "^0.7.1",
"clsx": "^2.1.1",
"cmdk": "^1.1.1",
"embla-carousel-react": "^8.6.0",
"graphology": "^0.26.0",
"graphology-communities-louvain": "^2.0.2",
"graphology-layout-forceatlas2": "^0.10.1",
"katex": "^0.16.47",
"linkedom": "^0.18.13",
"lucide-react": "^1.33.0",
"media-chrome": "^4.19.2",
"mermaid": "^11.17.0",
"motion": "^13.1.1",
"nanoid": "^6.0.1",
"next": "^16.3.2",
"next-themes": "^0.4.6",
"puppeteer-core": "^25.8.0",
"radix-ui": "^1.6.7",
"react": "^19.2.8",
"react-dom": "^19.2.8",
"react-jsx-parser": "^2.4.1",
"remark-breaks": "^4.0.0",
"sigma": "^3.0.3",
"streamdown": "^2.5.0",
"tailwind-merge": "^3.6.0",
"tokenlens": "^1.3.1",
"turndown": "^7.2.4",
"use-stick-to-bottom": "^1.1.6",
"zod": "^4.4.3"
},
"devDependencies": {
"@next/eslint-plugin-next": "^16.3.3",
"@tailwindcss/postcss": "^4.3.3",
"@types/node": "^24.0.0",
"@types/react": "^19.2.18",
"@types/react-dom": "^19.2.4",
"@types/turndown": "^5.0.6",
"@typescript-eslint/parser": "^8.68.0",
"eslint": "^9.39.5",
"eslint-import-resolver-typescript": "^4.4.5",
"eslint-plugin-import": "^2.32.0",
"tailwindcss": "^4.3.3",
"tsx": "^4.19.0",
"typescript": "^5.6.0"
}
}