nandi.uk / stigmergic
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Add island/connection CLI commands for graph analysis

- island:discover: BFS to find connected components in global network.cosmik.connection graph, caches in SQLite
- island:detect: match our carry graph against discovered components to find closest island
- island:explore: find fringe nodes and suggest bridge edges back into island
- connection:detect: compare our carry graph against individual DIDs' connection records
- vault:analyze: parse Obsidian vault notes into carry data via letta-code-sdk agent

Dependencies: @atproto/api, @letta-ai/letta-code-sdk, jsdom

👾 Generated with [Letta Code](https://letta.com)

Co-Authored-By: Letta Code <noreply@letta.com>

author
nandi co-author
Letta Code date (May 15, 2026, 4:11 AM UTC) commit 6111c633 parent 9d554df6
+2683 -28
+10 -2
package.json
··· 7 7 "build:frontend": "bash build-frontend.sh", 8 8 "dev": "pnpm build:frontend && wrangler dev", 9 9 "deploy": "pnpm build:frontend && wrangler deploy", 10 - "typecheck": "tsc --noEmit" 10 + "typecheck": "tsc --noEmit", 11 + "island:explore": "bun run src/island-explore.ts", 12 + "island:detect": "bun run src/island-detect.ts", 13 + "island:discover": "bun run src/island-discover.ts", 14 + "connection:detect": "bun run src/connection-detect.ts", 15 + "vault:analyze": "bun run src/vault-analyze.ts" 11 16 }, 12 17 "dependencies": { 13 18 "@atmo-dev/contrail": "^0.6.0", 14 19 "@cloudflare/containers": "^0.1.0", 15 - "hono": "^4.7.0" 20 + "hono": "^4.7.0", 21 + "@atproto/api": "^0.19.17", 22 + "@letta-ai/letta-code-sdk": "^0.1.14", 23 + "jsdom": "^29.1.1" 16 24 }, 17 25 "devDependencies": { 18 26 "@atcute/atproto": "^4.0.0",
+1056 -26
pnpm-lock.yaml
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+22
src/cli-utils.ts
··· 1 + /** 2 + * CLI utilities for stigmergic commands 3 + */ 4 + 5 + import { existsSync } from 'node:fs'; 6 + import { readFile } from 'node:fs/promises'; 7 + 8 + export async function loadDotEnv(filePath: string): Promise<void> { 9 + if (!existsSync(filePath)) return; 10 + const content = await readFile(filePath, 'utf-8'); 11 + for (const line of content.split('\n')) { 12 + const trimmed = line.trim(); 13 + if (!trimmed || trimmed.startsWith('#')) continue; 14 + const eq = trimmed.indexOf('='); 15 + if (eq === -1) continue; 16 + const key = trimmed.slice(0, eq).trim(); 17 + const value = trimmed.slice(eq + 1).trim(); 18 + if (key && value) { 19 + process.env[key] = value.replace(/^["']|["']$/g, ''); 20 + } 21 + } 22 + }
+329
src/connection-detect.ts
··· 1 + /** 2 + * connection:detect 3 + * 4 + * Compare our carry graph against other DIDs' connection records. 5 + * Discovers DIDs publishing network.cosmik.connection records, 6 + * fetches their edge sets, and computes Jaccard similarity against our graph. 7 + * 8 + * Usage: 9 + * bun connection:detect # compare against all network DIDs 10 + * bun connection:detect --limit 10 # only check 10 DIDs 11 + * bun connection:detect --threshold 0.05 # only show similarity >= 0.05 12 + * bun connection:detect --json # machine-readable output 13 + * bun connection:detect --write # create connection records for top matches 14 + */ 15 + 16 + import { resolve, dirname } from 'node:path'; 17 + import { fileURLToPath } from 'node:url'; 18 + import { execFileSync } from 'node:child_process'; 19 + import { AtpAgent } from '@atproto/api'; 20 + import { loadDotEnv } from './cli-utils.js'; 21 + 22 + const __dirname = dirname(fileURLToPath(import.meta.url)); 23 + await loadDotEnv(resolve(__dirname, '..', '.env')); 24 + 25 + const RELAY = process.env.ATPROTO_RELAY ?? 'https://bsky.network'; 26 + const BLUESKY_HANDLE = process.env.BLUESKY_IDENTIFIER ?? ''; 27 + const BLUESKY_APP_PASSWORD = process.env.BLUESKY_APP_PASSWORD ?? ''; 28 + const ATPROTO_SERVICE = process.env.ATPROTO_SERVICE ?? 'https://bsky.social'; 29 + const PDS_SERVICE = process.env.PDS_SERVICE ?? 'https://amanita.us-east.host.bsky.network'; 30 + const CARRY_DIR = process.env.CARRY_DIR ?? '/home/nandi/.local/share/carry-vault'; 31 + const COLLECTION = 'network.cosmik.connection'; 32 + 33 + interface NetworkIsland { 34 + did: string; 35 + handle?: string; 36 + pds?: string; 37 + urls: Set<string>; 38 + edgeCount: number; 39 + } 40 + 41 + interface SimilarityResult { 42 + did: string; 43 + handle?: string; 44 + edgeCount: number; 45 + sharedCount: number; 46 + similarity: number; 47 + sharedUrls: string[]; 48 + } 49 + 50 + // --- Network discovery --- 51 + 52 + async function discoverDIDs(limit?: number): Promise<string[]> { 53 + const dids: string[] = []; 54 + let cursor = ''; 55 + while (true) { 56 + const url = new URL(`${RELAY}/xrpc/com.atproto.sync.listReposByCollection`); 57 + url.searchParams.set('collection', COLLECTION); 58 + url.searchParams.set('limit', '1000'); 59 + if (cursor) url.searchParams.set('cursor', cursor); 60 + 61 + const res = await fetch(url.toString()); 62 + if (!res.ok) { 63 + console.error(`Relay query failed (${res.status}): ${await res.text().catch(() => '')}`); 64 + break; 65 + } 66 + const data = await res.json() as { repos: Array<{ did: string }>; cursor?: string }; 67 + for (const r of data.repos) { 68 + dids.push(r.did); 69 + if (limit && dids.length >= limit) return dids; 70 + } 71 + cursor = data.cursor ?? ''; 72 + if (!cursor) break; 73 + await new Promise((r) => setTimeout(r, 200)); // rate limit 74 + } 75 + return dids; 76 + } 77 + 78 + async function resolvePDS(did: string): Promise<string | null> { 79 + try { 80 + const res = await fetch(`https://plc.directory/${did}`); 81 + if (!res.ok) return null; 82 + const doc = await res.json() as { service?: Array<{ id: string; serviceEndpoint: string }> }; 83 + const pds = doc.service?.find((s) => s.id === '#atproto_pds'); 84 + return pds?.serviceEndpoint ?? null; 85 + } catch { 86 + return null; 87 + } 88 + } 89 + 90 + async function resolveHandle(did: string): Promise<string | null> { 91 + try { 92 + const res = await fetch(`https://plc.directory/${did}`); 93 + if (!res.ok) return null; 94 + const doc = await res.json() as { alsoKnownAs?: string[] }; 95 + const handle = doc.alsoKnownAs?.find((h) => h.startsWith('at://')); 96 + return handle?.replace('at://', '') ?? null; 97 + } catch { 98 + return null; 99 + } 100 + } 101 + 102 + async function fetchConnectionRecords(pds: string, did: string): Promise<Array<{ source?: string; target?: string; connectionType?: string }>> { 103 + const records: Array<{ source?: string; target?: string; connectionType?: string }> = []; 104 + let cursor = ''; 105 + while (true) { 106 + const url = new URL(`${pds}/xrpc/com.atproto.repo.listRecords`); 107 + url.searchParams.set('repo', did); 108 + url.searchParams.set('collection', COLLECTION); 109 + url.searchParams.set('limit', '100'); 110 + if (cursor) url.searchParams.set('cursor', cursor); 111 + 112 + const res = await fetch(url.toString()); 113 + if (!res.ok) break; 114 + const data = await res.json() as { records: Array<{ value: { source?: string; target?: string; connectionType?: string } }>; cursor?: string }; 115 + for (const r of data.records) { 116 + records.push(r.value); 117 + } 118 + cursor = data.cursor ?? ''; 119 + if (!cursor) break; 120 + await new Promise((r) => setTimeout(r, 100)); 121 + } 122 + return records; 123 + } 124 + 125 + // --- Our graph --- 126 + 127 + function normalizeUrl(url: string): string { 128 + try { 129 + const u = new URL(url); 130 + u.hash = ''; 131 + if (u.hostname.startsWith('www.')) u.hostname = u.hostname.slice(4); 132 + return u.toString(); 133 + } catch { 134 + return url; 135 + } 136 + } 137 + 138 + function buildOurUrlSet(): Set<string> { 139 + const urls = new Set<string>(); 140 + 141 + // From carry connections 142 + const connections = carryQueryJson<{ source?: string; target?: string }>('org.latha.connection', ['source', 'target']); 143 + const entities = carryQueryJson<{ name?: string; url?: string }>('org.latha.entity', ['name', 'url']); 144 + const entityUrls = new Map<string, string>(); 145 + for (const e of entities) { 146 + if (e.name && e.url?.startsWith('https://')) { 147 + entityUrls.set(e.name, e.url); 148 + } 149 + } 150 + 151 + for (const c of connections) { 152 + const sUrl = entityUrls.get(c.source ?? '') ?? (c.source?.startsWith('https://') ? c.source : undefined); 153 + const tUrl = entityUrls.get(c.target ?? '') ?? (c.target?.startsWith('https://') ? c.target : undefined); 154 + if (sUrl) urls.add(normalizeUrl(sUrl)); 155 + if (tUrl) urls.add(normalizeUrl(tUrl)); 156 + } 157 + 158 + return urls; 159 + } 160 + 161 + function carryQueryJson<T>(domain: string, fields: string[]): T[] { 162 + try { 163 + const out = execFileSync('carry', ['query', domain, ...fields, '--format', 'json'], { 164 + cwd: CARRY_DIR, 165 + encoding: 'utf-8', 166 + timeout: 15_000, 167 + }); 168 + return JSON.parse(out) as T[]; 169 + } catch { 170 + return []; 171 + } 172 + } 173 + 174 + // --- Similarity --- 175 + 176 + function jaccard(a: Set<string>, b: Set<string>): number { 177 + if (a.size === 0 && b.size === 0) return 0; 178 + let intersection = 0; 179 + for (const item of a) { 180 + if (b.has(item)) intersection++; 181 + } 182 + const union = a.size + b.size - intersection; 183 + return union === 0 ? 0 : intersection / union; 184 + } 185 + 186 + function sharedUrls(a: Set<string>, b: Set<string>): string[] { 187 + const shared: string[] = []; 188 + for (const url of a) { 189 + if (b.has(url)) shared.push(url); 190 + } 191 + return shared.sort(); 192 + } 193 + 194 + // --- Main --- 195 + 196 + async function main(): Promise<void> { 197 + const args = process.argv.slice(2); 198 + const wantJson = args.includes('--json'); 199 + const wantWrite = args.includes('--write'); 200 + const limitArg = args.find((a) => a.startsWith('--limit=')); 201 + const limit = limitArg ? Number(limitArg.split('=')[1]) : undefined; 202 + const thresholdArg = args.find((a) => a.startsWith('--threshold=')); 203 + const threshold = thresholdArg ? Number(thresholdArg.split('=')[1]) : 0.01; 204 + 205 + console.error('Building our carry graph URL set...'); 206 + const ourUrls = buildOurUrlSet(); 207 + 208 + // Also fetch our own PDS connections 209 + const ourDid = await resolveOurDid(); 210 + if (ourDid) { 211 + const pds = await resolvePDS(ourDid); 212 + if (pds) { 213 + const ourRecords = await fetchConnectionRecords(pds, ourDid); 214 + for (const r of ourRecords) { 215 + if (r.source?.startsWith('https://')) ourUrls.add(normalizeUrl(r.source)); 216 + if (r.target?.startsWith('https://')) ourUrls.add(normalizeUrl(r.target)); 217 + } 218 + } 219 + } 220 + 221 + console.error(`Our graph: ${ourUrls.size} unique HTTPS URLs`); 222 + console.error('Discovering network DIDs...'); 223 + 224 + const dids = await discoverDIDs(limit); 225 + console.error(`Found ${dids.length} DIDs with ${COLLECTION} records`); 226 + 227 + // Skip our own DID 228 + const otherDids = ourDid ? dids.filter((d) => d !== ourDid) : dids; 229 + 230 + const results: SimilarityResult[] = []; 231 + 232 + for (let i = 0; i < otherDids.length; i++) { 233 + const did = otherDids[i]; 234 + console.error(`[${i + 1}/${otherDids.length}] Fetching ${did}...`); 235 + 236 + const pds = await resolvePDS(did); 237 + if (!pds) { 238 + console.error(` Could not resolve PDS`); 239 + continue; 240 + } 241 + 242 + const records = await fetchConnectionRecords(pds, did); 243 + const theirUrls = new Set<string>(); 244 + for (const r of records) { 245 + if (r.source?.startsWith('https://')) theirUrls.add(normalizeUrl(r.source)); 246 + if (r.target?.startsWith('https://')) theirUrls.add(normalizeUrl(r.target)); 247 + } 248 + 249 + const sim = jaccard(ourUrls, theirUrls); 250 + const shared = sharedUrls(ourUrls, theirUrls); 251 + 252 + if (sim >= threshold) { 253 + const handle = await resolveHandle(did); 254 + results.push({ 255 + did, 256 + handle: handle ?? undefined, 257 + edgeCount: records.length, 258 + sharedCount: shared.length, 259 + similarity: sim, 260 + sharedUrls: shared, 261 + }); 262 + } 263 + } 264 + 265 + results.sort((a, b) => b.similarity - a.similarity); 266 + 267 + if (wantWrite && results.length > 0) { 268 + const agent = new AtpAgent({ service: PDS_SERVICE }); 269 + if (BLUESKY_HANDLE && BLUESKY_APP_PASSWORD) { 270 + await agent.login({ identifier: BLUESKY_HANDLE, password: BLUESKY_APP_PASSWORD }); 271 + } 272 + let wrote = 0; 273 + for (const r of results.slice(0, 10)) { 274 + if (r.similarity < 0.05) continue; 275 + const profileUrl = r.handle ? `https://bsky.app/profile/${r.handle}` : `https://bsky.app/profile/${r.did}`; 276 + try { 277 + await agent.api.com.atproto.repo.createRecord({ 278 + repo: agent.session!.did, 279 + collection: COLLECTION, 280 + record: { 281 + $type: COLLECTION, 282 + source: profileUrl, 283 + target: `https://bsky.app/profile/${BLUESKY_HANDLE}`, 284 + connectionType: 'SIMILAR_ISLAND', 285 + note: `Island similarity: ${(r.similarity * 100).toFixed(1)}% (${r.sharedCount} shared URLs)`, 286 + createdAt: new Date().toISOString(), 287 + }, 288 + }); 289 + wrote++; 290 + } catch { 291 + // skip 292 + } 293 + } 294 + console.error(`Wrote ${wrote} similarity connection records`); 295 + } 296 + 297 + if (wantJson) { 298 + console.log(JSON.stringify({ ourUrlCount: ourUrls.size, didCount: otherDids.length, results }, null, 2)); 299 + return; 300 + } 301 + 302 + console.log(`\nConnection detect: compared against ${otherDids.length} network DIDs`); 303 + console.log(`Our graph: ${ourUrls.size} unique HTTPS URLs`); 304 + console.log(`Matches (similarity >= ${threshold}): ${results.length}\n`); 305 + 306 + for (const r of results.slice(0, 20)) { 307 + const label = r.handle ?? r.did; 308 + console.log(`${r.similarity.toFixed(4)} | ${label} (${r.edgeCount} edges, ${r.sharedCount} shared)`); 309 + for (const url of r.sharedUrls) { 310 + console.log(` ${url}`); 311 + } 312 + } 313 + } 314 + 315 + async function resolveOurDid(): Promise<string | null> { 316 + if (!BLUESKY_HANDLE) return null; 317 + try { 318 + const agent = new AtpAgent({ service: ATPROTO_SERVICE }); 319 + await agent.login({ identifier: BLUESKY_HANDLE, password: BLUESKY_APP_PASSWORD }); 320 + return agent.session!.did; 321 + } catch { 322 + return null; 323 + } 324 + } 325 + 326 + main().catch((err) => { 327 + console.error('Fatal:', err instanceof Error ? err.message : String(err)); 328 + process.exit(1); 329 + });
+298
src/island-detect.ts
··· 1 + /** 2 + * island:detect 3 + * 4 + * Match our carry graph against discovered components to find closest island. 5 + * Uses the SQLite cache from island:discover. 6 + * 7 + * Usage: 8 + * bun island:detect # find which component we're closest to 9 + * bun island:detect --top 5 # show top 5 closest components 10 + * bun island:detect --json # machine-readable output 11 + */ 12 + 13 + import { resolve, dirname } from 'node:path'; 14 + import { fileURLToPath } from 'node:url'; 15 + import { execFileSync } from 'node:child_process'; 16 + import { Database } from 'bun:sqlite'; 17 + import { AtpAgent } from '@atproto/api'; 18 + import { loadDotEnv } from './cli-utils.js'; 19 + 20 + const __dirname = dirname(fileURLToPath(import.meta.url)); 21 + await loadDotEnv(resolve(__dirname, '..', '.env')); 22 + 23 + const RELAY = process.env.ATPROTO_RELAY ?? 'https://bsky.network'; 24 + const BLUESKY_HANDLE = process.env.BLUESKY_IDENTIFIER ?? ''; 25 + const BLUESKY_APP_PASSWORD = process.env.BLUESKY_APP_PASSWORD ?? ''; 26 + const ATPROTO_SERVICE = process.env.ATPROTO_SERVICE ?? 'https://bsky.social'; 27 + const PDS_SERVICE = process.env.PDS_SERVICE ?? 'https://amanita.us-east.host.bsky.network'; 28 + const CARRY_DIR = process.env.CARRY_DIR ?? '/home/nandi/.local/share/carry-vault'; 29 + const DB_PATH = process.env.ISLAND_DETECT_DB ?? resolve(CARRY_DIR, '.island-detect.db'); 30 + const COLLECTION = 'network.cosmik.connection'; 31 + 32 + interface Component { 33 + id: number; 34 + nodes: Set<string>; 35 + dids: Set<string>; 36 + } 37 + 38 + interface MatchResult { 39 + componentId: number; 40 + nodeCount: number; 41 + didCount: number; 42 + sharedCount: number; 43 + similarity: number; 44 + sharedUrls: string[]; 45 + } 46 + 47 + // --- SQLite --- 48 + 49 + function openDb(): Database { 50 + const db = new Database(DB_PATH, { readonly: true }); 51 + return db; 52 + } 53 + 54 + // --- Our graph --- 55 + 56 + function normalizeUrl(url: string): string { 57 + try { 58 + const u = new URL(url); 59 + u.hash = ''; 60 + if (u.hostname.startsWith('www.')) u.hostname = u.hostname.slice(4); 61 + return u.toString(); 62 + } catch { 63 + return url; 64 + } 65 + } 66 + 67 + function carryQueryJson<T>(domain: string, fields: string[]): T[] { 68 + try { 69 + const out = execFileSync('carry', ['query', domain, ...fields, '--format', 'json'], { 70 + cwd: CARRY_DIR, 71 + encoding: 'utf-8', 72 + timeout: 15_000, 73 + }); 74 + return JSON.parse(out) as T[]; 75 + } catch { 76 + return []; 77 + } 78 + } 79 + 80 + function buildOurUrlSet(): Set<string> { 81 + const urls = new Set<string>(); 82 + 83 + // From carry connections 84 + const connections = carryQueryJson<{ source?: string; target?: string }>('org.latha.connection', ['source', 'target']); 85 + const entities = carryQueryJson<{ name?: string; url?: string }>('org.latha.entity', ['name', 'url']); 86 + const entityUrls = new Map<string, string>(); 87 + for (const e of entities) { 88 + if (e.name && e.url?.startsWith('https://')) { 89 + entityUrls.set(e.name, e.url); 90 + } 91 + } 92 + 93 + for (const c of connections) { 94 + const sUrl = entityUrls.get(c.source ?? '') ?? (c.source?.startsWith('https://') ? c.source : undefined); 95 + const tUrl = entityUrls.get(c.target ?? '') ?? (c.target?.startsWith('https://') ? c.target : undefined); 96 + if (sUrl) urls.add(normalizeUrl(sUrl)); 97 + if (tUrl) urls.add(normalizeUrl(tUrl)); 98 + } 99 + 100 + return urls; 101 + } 102 + 103 + async function fetchOurPdsUrls(): Promise<Set<string>> { 104 + const urls = new Set<string>(); 105 + if (!BLUESKY_HANDLE) return urls; 106 + 107 + try { 108 + const agent = new AtpAgent({ service: ATPROTO_SERVICE }); 109 + await agent.login({ identifier: BLUESKY_HANDLE, password: BLUESKY_APP_PASSWORD }); 110 + const did = agent.session!.did; 111 + 112 + // Resolve PDS 113 + const doc = await fetch(`https://plc.directory/${did}`).then((r) => r.json()) as { service?: Array<{ id: string; serviceEndpoint: string }> }; 114 + const pds = doc.service?.find((s) => s.id === '#atproto_pds')?.serviceEndpoint ?? PDS_SERVICE; 115 + 116 + // Fetch our connection records 117 + let cursor = ''; 118 + while (true) { 119 + const url = new URL(`${pds}/xrpc/com.atproto.repo.listRecords`); 120 + url.searchParams.set('repo', did); 121 + url.searchParams.set('collection', COLLECTION); 122 + url.searchParams.set('limit', '100'); 123 + if (cursor) url.searchParams.set('cursor', cursor); 124 + 125 + const res = await fetch(url.toString()); 126 + if (!res.ok) break; 127 + const data = await res.json() as { 128 + records: Array<{ value: { source?: string; target?: string } }>; 129 + cursor?: string; 130 + }; 131 + 132 + for (const r of data.records) { 133 + if (r.value.source?.startsWith('https://')) urls.add(normalizeUrl(r.value.source)); 134 + if (r.value.target?.startsWith('https://')) urls.add(normalizeUrl(r.value.target)); 135 + } 136 + 137 + cursor = data.cursor ?? ''; 138 + if (!cursor) break; 139 + } 140 + } catch {} 141 + 142 + return urls; 143 + } 144 + 145 + // --- Components --- 146 + 147 + function findComponents(db: Database): Component[] { 148 + const adj = new Map<string, Set<string>>(); 149 + const edgeDids = new Map<string, Set<string>>(); 150 + 151 + const rows = db.query('SELECT source, target, did FROM edges').all() as Array<{ source: string; target: string; did: string }>; 152 + for (const row of rows) { 153 + const s = row.source; 154 + const t = row.target; 155 + if (!adj.has(s)) adj.set(s, new Set()); 156 + if (!adj.has(t)) adj.set(t, new Set()); 157 + adj.get(s)!.add(t); 158 + adj.get(t)!.add(s); 159 + if (!edgeDids.has(s)) edgeDids.set(s, new Set()); 160 + if (!edgeDids.has(t)) edgeDids.set(t, new Set()); 161 + edgeDids.get(s)!.add(row.did); 162 + edgeDids.get(t)!.add(row.did); 163 + } 164 + 165 + const visited = new Set<string>(); 166 + const components: Component[] = []; 167 + let compId = 0; 168 + 169 + for (const node of adj.keys()) { 170 + if (visited.has(node)) continue; 171 + compId++; 172 + const compNodes = new Set<string>(); 173 + const compDids = new Set<string>(); 174 + const queue = [node]; 175 + while (queue.length > 0) { 176 + const current = queue.pop()!; 177 + if (visited.has(current)) continue; 178 + visited.add(current); 179 + compNodes.add(current); 180 + for (const did of edgeDids.get(current) ?? []) compDids.add(did); 181 + for (const neighbor of adj.get(current) ?? []) { 182 + if (!visited.has(neighbor)) queue.push(neighbor); 183 + } 184 + } 185 + components.push({ id: compId, nodes: compNodes, dids: compDids }); 186 + } 187 + 188 + return components.sort((a, b) => b.nodes.size - a.nodes.size); 189 + } 190 + 191 + function jaccard(a: Set<string>, b: Set<string>): number { 192 + if (a.size === 0 && b.size === 0) return 0; 193 + let intersection = 0; 194 + for (const item of a) { 195 + if (b.has(item)) intersection++; 196 + } 197 + const union = a.size + b.size - intersection; 198 + return union === 0 ? 0 : intersection / union; 199 + } 200 + 201 + function sharedUrls(a: Set<string>, b: Set<string>): string[] { 202 + const shared: string[] = []; 203 + for (const url of a) { 204 + if (b.has(url)) shared.push(url); 205 + } 206 + return shared.sort(); 207 + } 208 + 209 + // --- Main --- 210 + 211 + async function main(): Promise<void> { 212 + const args = process.argv.slice(2); 213 + const wantJson = args.includes('--json'); 214 + const topArg = args.find((a) => a.startsWith('--top=')); 215 + const topN = topArg ? Number(topArg.split('=')[1]) : 5; 216 + 217 + // Check if discover has been run 218 + let db: Database; 219 + try { 220 + db = openDb(); 221 + const count = (db.query('SELECT COUNT(*) as c FROM edges').get() as { c: number } | null)?.c ?? 0; 222 + if (count === 0) { 223 + console.error('No components found. Run `bun island:discover` first.'); 224 + process.exit(1); 225 + } 226 + } catch { 227 + console.error('Database not found. Run `bun island:discover` first.'); 228 + process.exit(1); 229 + } 230 + 231 + console.error('Building our carry graph URL set...'); 232 + const ourUrls = buildOurUrlSet(); 233 + const pdsUrls = await fetchOurPdsUrls(); 234 + for (const url of pdsUrls) ourUrls.add(url); 235 + console.error(`Our graph: ${ourUrls.size} unique HTTPS URLs`); 236 + 237 + console.error('Finding components...'); 238 + const components = findComponents(db); 239 + console.error(`Found ${components.length} components`); 240 + 241 + // Match against each component 242 + const matches: MatchResult[] = []; 243 + for (const comp of components) { 244 + const sim = jaccard(ourUrls, comp.nodes); 245 + const shared = sharedUrls(ourUrls, comp.nodes); 246 + if (shared.length > 0) { 247 + matches.push({ 248 + componentId: comp.id, 249 + nodeCount: comp.nodes.size, 250 + didCount: comp.dids.size, 251 + sharedCount: shared.length, 252 + similarity: sim, 253 + sharedUrls: shared, 254 + }); 255 + } 256 + } 257 + 258 + matches.sort((a, b) => b.similarity - a.similarity); 259 + const topMatches = matches.slice(0, topN); 260 + 261 + if (wantJson) { 262 + console.log(JSON.stringify({ 263 + ourUrlCount: ourUrls.size, 264 + componentCount: components.length, 265 + matchCount: matches.length, 266 + topMatches: topMatches.map((m) => ({ 267 + ...m, 268 + sharedUrls: m.sharedUrls.slice(0, 20), 269 + })), 270 + }, null, 2)); 271 + db.close(); 272 + return; 273 + } 274 + 275 + console.log(`\nIsland detect: our graph (${ourUrls.size} URLs) matched against ${components.length} components`); 276 + console.log(`Components with overlap: ${matches.length}\n`); 277 + 278 + for (const m of topMatches) { 279 + console.log(`Component ${m.componentId}: ${m.nodeCount} nodes, ${m.didCount} DIDs`); 280 + console.log(` Similarity: ${(m.similarity * 100).toFixed(2)}% (${m.sharedCount} shared URLs)`); 281 + for (const url of m.sharedUrls) { 282 + console.log(` ${url}`); 283 + } 284 + console.log(); 285 + } 286 + 287 + if (topMatches.length > 0) { 288 + const best = topMatches[0]; 289 + console.log(`\n→ We belong to Component ${best.componentId} (${(best.similarity * 100).toFixed(1)}% match)`); 290 + } 291 + 292 + db.close(); 293 + } 294 + 295 + main().catch((err) => { 296 + console.error('Fatal:', err instanceof Error ? err.message : String(err)); 297 + process.exit(1); 298 + });
+326
src/island-discover.ts
··· 1 + /** 2 + * island:discover 3 + * 4 + * Find connected components in the global network.cosmik.connection graph. 5 + * Uses SQLite to cache network data so we don't rebuild each time. 6 + * 7 + * Usage: 8 + * bun island:discover # find all connected components 9 + * bun island:discover --refresh # force re-fetch all DIDs 10 + * bun island:discover --component 1 # show full details for component 1 11 + * bun island:discover --min-size 5 # only show components with >= 5 nodes 12 + * bun island:discover --json # machine-readable output 13 + */ 14 + 15 + import { resolve, dirname } from 'node:path'; 16 + import { fileURLToPath } from 'node:url'; 17 + import { execFileSync } from 'node:fs'; 18 + import { Database } from 'bun:sqlite'; 19 + import { loadDotEnv } from './cli-utils.js'; 20 + 21 + const __dirname = dirname(fileURLToPath(import.meta.url)); 22 + await loadDotEnv(resolve(__dirname, '..', '.env')); 23 + 24 + const RELAY = process.env.ATPROTO_RELAY ?? 'https://bsky.network'; 25 + const CARRY_DIR = process.env.CARRY_DIR ?? '/home/nandi/.local/share/carry-vault'; 26 + const DB_PATH = process.env.ISLAND_DETECT_DB ?? resolve(CARRY_DIR, '.island-detect.db'); 27 + const COLLECTION = 'network.cosmik.connection'; 28 + const CACHE_TTL_MS = 60 * 60 * 1000; // 1 hour 29 + 30 + interface Component { 31 + id: number; 32 + nodes: Set<string>; 33 + dids: Set<string>; 34 + } 35 + 36 + // --- SQLite --- 37 + 38 + function openDb(): Database { 39 + const db = new Database(DB_PATH, { create: true }); 40 + db.exec('PRAGMA journal_mode = WAL'); 41 + db.exec('PRAGMA synchronous = NORMAL'); 42 + db.exec(` 43 + CREATE TABLE IF NOT EXISTS edges ( 44 + source TEXT NOT NULL, 45 + target TEXT NOT NULL, 46 + relation TEXT, 47 + did TEXT NOT NULL, 48 + fetched_at TEXT NOT NULL, 49 + PRIMARY KEY (source, target, did) 50 + ); 51 + CREATE TABLE IF NOT EXISTS dids ( 52 + did TEXT PRIMARY KEY, 53 + handle TEXT, 54 + pds TEXT, 55 + edge_count INTEGER DEFAULT 0, 56 + fetched_at TEXT 57 + ); 58 + CREATE INDEX IF NOT EXISTS idx_edges_source ON edges(source); 59 + CREATE INDEX IF NOT EXISTS idx_edges_target ON edges(target); 60 + `); 61 + return db; 62 + } 63 + 64 + // --- Network discovery --- 65 + 66 + async function discoverDIDs(): Promise<string[]> { 67 + const dids: string[] = []; 68 + let cursor = ''; 69 + while (true) { 70 + const url = new URL(`${RELAY}/xrpc/com.atproto.sync.listReposByCollection`); 71 + url.searchParams.set('collection', COLLECTION); 72 + url.searchParams.set('limit', '1000'); 73 + if (cursor) url.searchParams.set('cursor', cursor); 74 + const res = await fetch(url.toString()); 75 + if (!res.ok) break; 76 + const data = await res.json() as { repos: Array<{ did: string }>; cursor?: string }; 77 + for (const r of data.repos) dids.push(r.did); 78 + cursor = data.cursor ?? ''; 79 + if (!cursor) break; 80 + await new Promise((r) => setTimeout(r, 200)); 81 + } 82 + return dids; 83 + } 84 + 85 + async function resolvePDS(did: string): Promise<string | null> { 86 + try { 87 + const res = await fetch(`https://plc.directory/${did}`); 88 + if (!res.ok) return null; 89 + const doc = await res.json() as { service?: Array<{ id: string; serviceEndpoint: string }> }; 90 + return doc.service?.find((s) => s.id === '#atproto_pds')?.serviceEndpoint ?? null; 91 + } catch { return null; } 92 + } 93 + 94 + async function resolveHandle(did: string): Promise<string | null> { 95 + try { 96 + const res = await fetch(`https://plc.directory/${did}`); 97 + if (!res.ok) return null; 98 + const doc = await res.json() as { alsoKnownAs?: string[] }; 99 + return doc.alsoKnownAs?.find((h) => h.startsWith('at://'))?.replace('at://', '') ?? null; 100 + } catch { return null; } 101 + } 102 + 103 + async function fetchConnectionRecords(pds: string, did: string): Promise<Array<{ source: string; target: string; relation?: string }>> { 104 + const records: Array<{ source: string; target: string; relation?: string }> = []; 105 + let cursor = ''; 106 + while (true) { 107 + const url = new URL(`${pds}/xrpc/com.atproto.repo.listRecords`); 108 + url.searchParams.set('repo', did); 109 + url.searchParams.set('collection', COLLECTION); 110 + url.searchParams.set('limit', '100'); 111 + if (cursor) url.searchParams.set('cursor', cursor); 112 + const res = await fetch(url.toString()); 113 + if (!res.ok) break; 114 + const data = await res.json() as { 115 + records: Array<{ value: { source?: string; target?: string; connectionType?: string } }>; 116 + cursor?: string; 117 + }; 118 + for (const r of data.records) { 119 + if (r.value.source && r.value.target) { 120 + records.push({ source: r.value.source, target: r.value.target, relation: r.value.connectionType }); 121 + } 122 + } 123 + cursor = data.cursor ?? ''; 124 + if (!cursor) break; 125 + await new Promise((r) => setTimeout(r, 100)); 126 + } 127 + return records; 128 + } 129 + 130 + // --- Cache operations --- 131 + 132 + function isCached(db: Database, did: string): boolean { 133 + const row = db.query('SELECT fetched_at FROM dids WHERE did = ?').get(did) as { fetched_at: string } | null; 134 + if (!row) return false; 135 + return Date.now() - new Date(row.fetched_at).getTime() < CACHE_TTL_MS; 136 + } 137 + 138 + function upsertDid(db: Database, did: string, handle: string | null, pds: string | null, edgeCount: number): void { 139 + const now = new Date().toISOString(); 140 + db.query(` 141 + INSERT INTO dids (did, handle, pds, edge_count, fetched_at) 142 + VALUES (?, ?, ?, ?, ?) 143 + ON CONFLICT(did) DO UPDATE SET handle=?, pds=?, edge_count=?, fetched_at=? 144 + `).run(did, handle, pds, edgeCount, now, handle, pds, edgeCount, now); 145 + } 146 + 147 + function upsertEdges(db: Database, did: string, records: Array<{ source: string; target: string; relation?: string }>): void { 148 + const now = new Date().toISOString(); 149 + const insert = db.query(` 150 + INSERT INTO edges (source, target, relation, did, fetched_at) 151 + VALUES (?, ?, ?, ?, ?) 152 + ON CONFLICT(source, target, did) DO UPDATE SET relation=?, fetched_at=? 153 + `); 154 + // Delete stale edges for this DID before inserting 155 + db.query('DELETE FROM edges WHERE did = ?').run(did); 156 + for (const r of records) { 157 + insert.run(r.source, r.target, r.relation ?? null, did, now, r.relation ?? null, now); 158 + } 159 + } 160 + 161 + // --- Connected components --- 162 + 163 + function findComponents(db: Database): Component[] { 164 + // Build adjacency list from all edges 165 + const adj = new Map<string, Set<string>>(); 166 + const edgeDids = new Map<string, Set<string>>(); // node -> which DIDs have edges touching it 167 + 168 + const rows = db.query('SELECT source, target, did FROM edges').all() as Array<{ source: string; target: string; did: string }>; 169 + for (const row of rows) { 170 + const s = row.source; 171 + const t = row.target; 172 + if (!adj.has(s)) adj.set(s, new Set()); 173 + if (!adj.has(t)) adj.set(t, new Set()); 174 + adj.get(s)!.add(t); 175 + adj.get(t)!.add(s); 176 + if (!edgeDids.has(s)) edgeDids.set(s, new Set()); 177 + if (!edgeDids.has(t)) edgeDids.set(t, new Set()); 178 + edgeDids.get(s)!.add(row.did); 179 + edgeDids.get(t)!.add(row.did); 180 + } 181 + 182 + // BFS to find components 183 + const visited = new Set<string>(); 184 + const components: Component[] = []; 185 + let compId = 0; 186 + 187 + for (const node of adj.keys()) { 188 + if (visited.has(node)) continue; 189 + compId++; 190 + const compNodes = new Set<string>(); 191 + const compDids = new Set<string>(); 192 + const queue = [node]; 193 + while (queue.length > 0) { 194 + const current = queue.pop()!; 195 + if (visited.has(current)) continue; 196 + visited.add(current); 197 + compNodes.add(current); 198 + for (const did of edgeDids.get(current) ?? []) compDids.add(did); 199 + for (const neighbor of adj.get(current) ?? []) { 200 + if (!visited.has(neighbor)) queue.push(neighbor); 201 + } 202 + } 203 + components.push({ id: compId, nodes: compNodes, dids: compDids }); 204 + } 205 + 206 + return components.sort((a, b) => b.nodes.size - a.nodes.size); 207 + } 208 + 209 + // --- Main --- 210 + 211 + async function main(): Promise<void> { 212 + const args = process.argv.slice(2); 213 + const wantJson = args.includes('--json'); 214 + const refresh = args.includes('--refresh'); 215 + const componentArg = args.find((a) => a.startsWith('--component=')); 216 + const showComponent = componentArg ? Number(componentArg.split('=')[1]) : null; 217 + const minSizeArg = args.find((a) => a.startsWith('--min-size=')); 218 + const minSize = minSizeArg ? Number(minSizeArg.split('=')[1]) : 3; 219 + 220 + const db = openDb(); 221 + 222 + console.error('Discovering network DIDs...'); 223 + const networkDids = await discoverDIDs(); 224 + console.error(`Found ${networkDids.length} DIDs`); 225 + 226 + // Fetch edges for each DID (use cache unless --refresh) 227 + let fetched = 0; 228 + let cached = 0; 229 + for (let i = 0; i < networkDids.length; i++) { 230 + const did = networkDids[i]; 231 + if (!refresh && isCached(db, did)) { 232 + cached++; 233 + continue; 234 + } 235 + console.error(`[${i + 1}/${networkDids.length}] Fetching ${did}...`); 236 + const pds = await resolvePDS(did); 237 + if (!pds) { console.error(' Could not resolve PDS'); continue; } 238 + const handle = await resolveHandle(did); 239 + const records = await fetchConnectionRecords(pds, did); 240 + upsertDid(db, did, handle, pds, records.length); 241 + upsertEdges(db, did, records); 242 + fetched++; 243 + } 244 + console.error(`Fetched: ${fetched}, Cached: ${cached}`); 245 + 246 + // Stats 247 + const totalEdges = (db.query('SELECT COUNT(*) as c FROM edges').get() as { c: number }).c; 248 + const totalDids = (db.query('SELECT COUNT(*) as c FROM dids').get() as { c: number }).c; 249 + const uniqueUrls = new Set<string>(); 250 + const urlRows = db.query('SELECT DISTINCT source FROM edges UNION SELECT DISTINCT target FROM edges').all() as Array<{ source: string }>; 251 + for (const r of urlRows) uniqueUrls.add(r.source); 252 + 253 + console.error(`Database: ${totalEdges} edges, ${totalDids} DIDs, ${uniqueUrls.size} unique URLs`); 254 + 255 + // Find connected components 256 + const components = findComponents(db); 257 + const filtered = components.filter((c) => c.nodes.size >= minSize); 258 + 259 + if (showComponent !== null) { 260 + const comp = components[showComponent - 1]; 261 + if (!comp) { console.error(`Component ${showComponent} not found`); process.exit(1); } 262 + const didRows = db.query('SELECT did, handle, edge_count FROM dids WHERE did IN (?)').all(...comp.dids) as Array<{ did: string; handle: string | null; edge_count: number }>; 263 + if (wantJson) { 264 + console.log(JSON.stringify({ 265 + id: comp.id, 266 + nodeCount: comp.nodes.size, 267 + didCount: comp.dids.size, 268 + nodes: [...comp.nodes].sort(), 269 + dids: didRows, 270 + }, null, 2)); 271 + } else { 272 + console.log(`Component ${showComponent}: ${comp.nodes.size} nodes, ${comp.dids.size} DIDs`); 273 + console.log('\nNodes:'); 274 + for (const url of [...comp.nodes].sort()) console.log(` ${url}`); 275 + console.log('\nDIDs:'); 276 + for (const d of didRows) console.log(` ${d.handle ?? d.did} (${d.edge_count} edges)`); 277 + } 278 + db.close(); 279 + return; 280 + } 281 + 282 + if (wantJson) { 283 + console.log(JSON.stringify({ 284 + totalEdges, 285 + totalDids, 286 + uniqueUrls: uniqueUrls.size, 287 + componentCount: filtered.length, 288 + components: filtered.map((c) => ({ 289 + id: c.id, 290 + nodeCount: c.nodes.size, 291 + didCount: c.dids.size, 292 + sampleNodes: [...c.nodes].sort().slice(0, 10), 293 + dids: [...c.dids], 294 + })), 295 + }, null, 2)); 296 + db.close(); 297 + return; 298 + } 299 + 300 + console.log(`\nIsland detect: ${totalDids} DIDs, ${totalEdges} edges, ${uniqueUrls.size} unique URLs`); 301 + console.log(`Connected components (>= ${minSize} nodes): ${filtered.length}\n`); 302 + 303 + for (const comp of filtered.slice(0, 30)) { 304 + const sampleNodes = [...comp.nodes].sort().slice(0, 5); 305 + console.log(`Component ${comp.id}: ${comp.nodes.size} nodes, ${comp.dids.size} DIDs`); 306 + console.log(` URLs: ${sampleNodes.join(', ')}${comp.nodes.size > 5 ? ` ... (+${comp.nodes.size - 5})` : ''}`); 307 + } 308 + 309 + // Show which component we're in (if we can determine our DID) 310 + const ourDid = process.env.BLUESKY_IDENTIFIER 311 + ? (db.query('SELECT did FROM dids WHERE handle = ? OR did LIKE ?').get(process.env.BLUESKY_IDENTIFIER, `%${process.env.BLUESKY_IDENTIFIER}%`) as { did: string } | null) 312 + : null; 313 + if (ourDid) { 314 + const ourComp = components.find((c) => c.dids.has(ourDid.did)); 315 + if (ourComp) { 316 + console.log(`\nOur island: Component ${ourComp.id} (${ourComp.nodes.size} nodes, shared with ${ourComp.dids.size - 1} other DIDs)`); 317 + } 318 + } 319 + 320 + db.close(); 321 + } 322 + 323 + main().catch((err) => { 324 + console.error('Fatal:', err instanceof Error ? err.message : String(err)); 325 + process.exit(1); 326 + });
+382
src/island-explore.ts
··· 1 + /** 2 + * island:explore <aturi> 3 + * 4 + * Local-first island explorer that ingests an org.latha.strata record, identifies 5 + * fringe nodes, and emits endofunctor suggestions for re-attaching them to the island. 6 + * 7 + * Scoring is carry-backed: crawled page text is matched against the carry entity 8 + * and citation index, and overlap with island edges determines confidence. 9 + */ 10 + 11 + import { resolve, dirname } from 'node:path'; 12 + import { fileURLToPath } from 'node:url'; 13 + import { existsSync, readFileSync, writeFileSync, mkdirSync } from 'node:fs'; 14 + import { execFileSync } from 'node:child_process'; 15 + import { AtpAgent } from '@atproto/api'; 16 + import { loadDotEnv } from './cli-utils.js'; 17 + import { JSDOM, VirtualConsole } from 'jsdom'; 18 + 19 + const __dirname = dirname(fileURLToPath(import.meta.url)); 20 + await loadDotEnv(resolve(__dirname, '..', '.env')); 21 + 22 + const SEMBLE_API = 'https://api.semble.so'; 23 + const BLUESKY_HANDLE = process.env.BLUESKY_IDENTIFIER ?? ''; 24 + const BLUESKY_APP_PASSWORD = process.env.BLUESKY_APP_PASSWORD ?? ''; 25 + const ATPROTO_SERVICE = process.env.ATPROTO_SERVICE ?? 'https://bsky.social'; 26 + const PDS_IDENTIFIER = process.env.PDS_IDENTIFIER ?? BLUESKY_HANDLE; 27 + const PDS_APP_PASSWORD = process.env.PDS_APP_PASSWORD ?? BLUESKY_APP_PASSWORD; 28 + const PDS_SERVICE = process.env.PDS_SERVICE ?? 'https://amanita.us-east.host.bsky.network'; 29 + const CARRY_DIR = process.env.CARRY_DIR ?? '/home/nandi/.local/share/carry-vault'; 30 + const FEED_LIMIT = Number(process.env.ISLAND_EXPLORE_LIMIT ?? '50'); 31 + const PROVENANCE_PATH = process.env.ISLAND_EXPLORE_PROVENANCE ?? resolve(CARRY_DIR, '.island-explore.json'); 32 + 33 + interface IslandRecord { 34 + $type?: string; 35 + source?: { uri?: string; collection?: string }; 36 + analysis?: { title?: string; themes?: string[]; highlights?: string[]; tensions?: string[]; openQuestions?: string[]; synthesis?: string }; 37 + edges?: Array<{ source?: string; target?: string; relation?: string; title?: string; description?: string }>; 38 + } 39 + 40 + interface CardContent { url?: string; title?: string; description?: string; author?: string; siteName?: string; type?: string; } 41 + interface FeedItem { 42 + id: string; 43 + user: { handle?: string; name?: string }; 44 + createdAt: string; 45 + activityType: 'CARD_COLLECTED' | 'CONNECTION_CREATED'; 46 + card?: { url?: string; cardContent?: CardContent }; 47 + connection?: { sourceCard?: { url?: string; title?: string; cardContent?: CardContent }; targetCard?: { url?: string; title?: string; cardContent?: CardContent }; relation?: string }; 48 + } 49 + interface FeedResponse { activities: FeedItem[]; } 50 + 51 + type Suggestion = { source: string; target: string; connectionType: string; confidence: number; evidence: string; fringe: boolean; }; 52 + 53 + interface CarryEntity { name: string; url: string; description: string } 54 + interface CarryCitation { url: string; title: string; takeaway: string; domain: string } 55 + interface CarryIndex { 56 + entitiesByName: Map<string, CarryEntity>; 57 + entitiesByUrl: Map<string, CarryEntity>; 58 + citationsByUrl: Map<string, CarryCitation>; 59 + islandEntityUrls: Set<string>; 60 + } 61 + 62 + function normalizeUrl(url: string | undefined): string | null { 63 + if (!url) return null; 64 + try { 65 + const u = new URL(url); 66 + u.hash = ''; 67 + if (u.hostname.startsWith('www.')) u.hostname = u.hostname.slice(4); 68 + if (u.protocol !== 'https:') u.protocol = 'https:'; 69 + return u.toString(); 70 + } catch { 71 + return url.trim().startsWith('https://') ? url.trim() : null; 72 + } 73 + } 74 + 75 + function isHttps(url: string | null): url is string { 76 + return !!url && url.startsWith('https://'); 77 + } 78 + 79 + function carryQueryJson<T>(domain: string, fields: string[]): T[] { 80 + try { 81 + const out = execFileSync('carry', ['query', domain, ...fields, '--format', 'json'], { 82 + cwd: CARRY_DIR, 83 + encoding: 'utf-8', 84 + timeout: 15_000, 85 + }); 86 + return JSON.parse(out) as T[]; 87 + } catch { 88 + return []; 89 + } 90 + } 91 + 92 + function buildCarryIndex(islandTargets: Set<string>): CarryIndex { 93 + const entitiesByName = new Map<string, CarryEntity>(); 94 + const entitiesByUrl = new Map<string, CarryEntity>(); 95 + 96 + const rawEntities = carryQueryJson<{ name?: string; url?: string; description?: string }>('org.latha.entity', ['name', 'url', 'description']); 97 + for (const e of rawEntities) { 98 + if (!e.name) continue; 99 + const ent: CarryEntity = { name: e.name, url: e.url ?? '', description: e.description ?? '' }; 100 + entitiesByName.set(e.name.toLowerCase(), ent); 101 + if (e.url) { 102 + const norm = normalizeUrl(e.url); 103 + if (norm) entitiesByUrl.set(norm, ent); 104 + } 105 + } 106 + 107 + const citationsByUrl = new Map<string, CarryCitation>(); 108 + const rawCitations = carryQueryJson<{ url?: string; title?: string; takeaway?: string; domain?: string }>('org.latha.citation', ['url', 'title', 'takeaway', 'domain']); 109 + for (const c of rawCitations) { 110 + if (!c.url) continue; 111 + const norm = normalizeUrl(c.url); 112 + if (norm) citationsByUrl.set(norm, { url: norm, title: c.title ?? '', takeaway: c.takeaway ?? '', domain: c.domain ?? '' }); 113 + } 114 + 115 + const islandEntityUrls = new Set<string>(); 116 + for (const target of islandTargets) { 117 + if (entitiesByUrl.has(target)) islandEntityUrls.add(target); 118 + if (citationsByUrl.has(target)) islandEntityUrls.add(target); 119 + } 120 + 121 + return { entitiesByName, entitiesByUrl, citationsByUrl, islandEntityUrls }; 122 + } 123 + 124 + function extractCarryRefs(text: string, index: CarryIndex): { entities: CarryEntity[]; citations: CarryCitation[]; islandHits: number } { 125 + const lower = text.toLowerCase(); 126 + const foundEntities: CarryEntity[] = []; 127 + const foundCitations: CarryCitation[] = []; 128 + const seen = new Set<string>(); 129 + let islandHits = 0; 130 + 131 + for (const [name, entity] of index.entitiesByName) { 132 + if (name.length < 4 || seen.has(name)) continue; 133 + if (lower.includes(name)) { 134 + seen.add(name); 135 + foundEntities.push(entity); 136 + const norm = normalizeUrl(entity.url); 137 + if (norm && index.islandEntityUrls.has(norm)) islandHits++; 138 + } 139 + } 140 + 141 + const urlPattern = /https?:\/\/[^\s)"'<>]+/gi; 142 + const urls = lower.match(urlPattern) ?? []; 143 + for (const raw of urls) { 144 + const norm = normalizeUrl(raw); 145 + if (!norm || seen.has(norm)) continue; 146 + seen.add(norm); 147 + const citation = index.citationsByUrl.get(norm); 148 + if (citation) { 149 + foundCitations.push(citation); 150 + if (index.islandEntityUrls.has(norm)) islandHits++; 151 + } 152 + const entity = index.entitiesByUrl.get(norm); 153 + if (entity && !foundEntities.includes(entity)) { 154 + foundEntities.push(entity); 155 + if (index.islandEntityUrls.has(norm)) islandHits++; 156 + } 157 + } 158 + 159 + return { entities: foundEntities, citations: foundCitations, islandHits }; 160 + } 161 + 162 + function scoreCarryOverlap(refs: ReturnType<typeof extractCarryRefs>, islandTargets: Set<string>): { score: number; evidence: string; type: string } { 163 + const totalRefs = refs.entities.length + refs.citations.length; 164 + if (totalRefs === 0) return { score: 0, evidence: 'no carry refs found', type: 'RELATED' }; 165 + 166 + const islandRatio = refs.islandHits / totalRefs; 167 + const score = Math.min(0.97, 0.3 + islandRatio * 0.5 + Math.min(totalRefs, 10) * 0.02); 168 + 169 + const entityNames = refs.entities.map((e) => e.name).slice(0, 8); 170 + const citationTitles = refs.citations.map((c) => c.title).slice(0, 4); 171 + const evidence = [ 172 + entityNames.length > 0 ? `entities: ${entityNames.join(', ')}` : '', 173 + citationTitles.length > 0 ? `citations: ${citationTitles.join(', ')}` : '', 174 + `island overlap: ${refs.islandHits}/${totalRefs}`, 175 + ].filter(Boolean).join('; '); 176 + 177 + const type = islandRatio > 0.5 ? 'LEADS_TO' 178 + : islandRatio > 0.2 ? 'SUPPORTS' 179 + : refs.entities.some((e) => indexIsInIsland(e, islandTargets)) ? 'ANNOTATES' 180 + : 'RELATED'; 181 + 182 + return { score, evidence, type }; 183 + } 184 + 185 + function indexIsInIsland(entity: CarryEntity, islandTargets: Set<string>): boolean { 186 + const norm = normalizeUrl(entity.url); 187 + return !!norm && islandTargets.has(norm); 188 + } 189 + 190 + async function loginToSemble(): Promise<string> { 191 + if (!BLUESKY_HANDLE || !BLUESKY_APP_PASSWORD) throw new Error('BLUESKY_IDENTIFIER and BLUESKY_APP_PASSWORD must be set'); 192 + const res = await fetch(`${SEMBLE_API}/api/users/login/app-password`, { 193 + method: 'POST', headers: { 'Content-Type': 'application/json' }, 194 + body: JSON.stringify({ identifier: BLUESKY_HANDLE, appPassword: BLUESKY_APP_PASSWORD }), redirect: 'manual', 195 + }); 196 + if (res.status !== 200 && res.status !== 302) { 197 + const body = await res.text().catch(() => ''); 198 + throw new Error(`Semble login failed (${res.status}): ${body.slice(0, 200)}`); 199 + } 200 + const setCookieHeaders = res.headers.getSetCookie?.() ?? []; 201 + if (setCookieHeaders.length === 0) { 202 + const rawCookie = res.headers.get('set-cookie'); 203 + if (rawCookie) setCookieHeaders.push(rawCookie); 204 + } 205 + if (setCookieHeaders.length === 0) throw new Error('Semble login succeeded but no cookies returned'); 206 + return setCookieHeaders.map((c: string) => c.split(';')[0].trim()).join('; '); 207 + } 208 + 209 + async function fetchFollowingFeed(cookies: string): Promise<FeedItem[]> { 210 + const url = new URL(`${SEMBLE_API}/api/feeds/following`); 211 + url.searchParams.set('limit', String(FEED_LIMIT)); 212 + const res = await fetch(url.toString(), { headers: { Cookie: cookies, Accept: 'application/json' } }); 213 + if (!res.ok) { 214 + const body = await res.text().catch(() => ''); 215 + throw new Error(`Semble feed fetch failed (${res.status}): ${body.slice(0, 200)}`); 216 + } 217 + const data = (await res.json()) as FeedResponse; 218 + return data.activities ?? []; 219 + } 220 + 221 + async function scrapeUrlText(url: string): Promise<string | null> { 222 + try { 223 + const res = await fetch(url, { signal: AbortSignal.timeout(10_000), headers: { 'User-Agent': 'Mozilla/5.0 (compatible; island-explore/1.0)', Accept: 'text/html' }, redirect: 'follow' }); 224 + if (!res.ok) return null; 225 + const dom = new JSDOM(await res.text(), { url, virtualConsole: new VirtualConsole({ silent: true }) }); 226 + const doc = dom.window.document; 227 + for (const el of doc.querySelectorAll('nav, script, style, footer, header, aside')) el.remove(); 228 + const root = doc.querySelector('article') ?? doc.querySelector('main') ?? doc.body; 229 + const text = root?.textContent?.replace(/\s+/g, ' ').trim() ?? ''; 230 + return text.length >= 50 ? text.slice(0, 5000) : null; 231 + } catch { 232 + return null; 233 + } 234 + } 235 + 236 + async function fetchIslandRecord(aturi: string): Promise<IslandRecord> { 237 + const localPath = resolve(CARRY_DIR, '.islands', `${aturi.replace(/[^a-zA-Z0-9._-]+/g, '_')}.json`); 238 + if (existsSync(localPath)) return JSON.parse(readFileSync(localPath, 'utf-8')) as IslandRecord; 239 + const agent = new AtpAgent({ service: ATPROTO_SERVICE }); 240 + await agent.login({ identifier: BLUESKY_HANDLE, password: BLUESKY_APP_PASSWORD }); 241 + const parts = aturi.split('/'); 242 + if (parts.length < 5) throw new Error(`Invalid AT URI: ${aturi}`); 243 + const collection = parts[3]; 244 + const rkey = parts[4]; 245 + const res = await agent.api.com.atproto.repo.getRecord({ repo: parts[2], collection, rkey }); 246 + return res.data.value as IslandRecord; 247 + } 248 + 249 + function islandEdgeTargets(island: IslandRecord): string[] { 250 + return [...new Set((island.edges ?? []).map((e) => normalizeUrl(e.target)).filter(isHttps))]; 251 + } 252 + 253 + function carryAssertEdge(source: string, target: string, relation: string, context: string): void { 254 + const payload = [`edge:`, ` org.latha.connection:`, ` source: ${JSON.stringify(source)}`, ` target: ${JSON.stringify(target)}`, ` relation: ${JSON.stringify(relation)}`, ` context: ${JSON.stringify(context.slice(0, 1000))}`, ''].join('\n'); 255 + execFileSync('carry', ['assert', '-'], { cwd: CARRY_DIR, input: payload, encoding: 'utf-8' }); 256 + } 257 + 258 + async function createPdsEdge(agent: AtpAgent, source: string, target: string, connectionType: string, note: string): Promise<string | null> { 259 + const r = await agent.api.com.atproto.repo.createRecord({ repo: agent.session!.did, collection: 'network.cosmik.connection', record: { $type: 'network.cosmik.connection', source, target, connectionType, note, createdAt: new Date().toISOString() } }); 260 + return r.data.uri; 261 + } 262 + 263 + async function main(): Promise<void> { 264 + const aturi = process.argv[2]; 265 + if (!aturi) throw new Error('Usage: bun island:explore <aturi> [--json] [--write]'); 266 + const wantJson = process.argv.includes('--json'); 267 + const wantWrite = process.argv.includes('--write'); 268 + const limitArg = process.argv.find((arg) => arg.startsWith('--limit=')); 269 + const limit = limitArg ? Number(limitArg.split('=')[1]) : FEED_LIMIT; 270 + 271 + const island = await fetchIslandRecord(aturi); 272 + const targets = islandEdgeTargets(island); 273 + if (targets.length === 0) { 274 + throw new Error(`Island record has no canonical https edge URLs in edges (found ${island.edges?.length ?? 0} edges)`); 275 + } 276 + const islandTargetSet = new Set(targets); 277 + 278 + console.error(`Building carry index...`); 279 + const carryIndex = buildCarryIndex(islandTargetSet); 280 + console.error(`Carry index: ${carryIndex.entitiesByName.size} entities, ${carryIndex.citationsByUrl.size} citations, ${carryIndex.islandEntityUrls.size} island overlaps`); 281 + 282 + const cookies = await loginToSemble(); 283 + const feed = (await fetchFollowingFeed(cookies)).slice(0, limit); 284 + 285 + const entityIndex = new Map<string, { url?: string }>(); 286 + for (const e of carryQueryJson<{ name?: string; url?: string }>('org.latha.entity', ['name', 'url'])) { 287 + if (e.url) entityIndex.set(normalizeUrl(e.url) ?? e.url, e); 288 + } 289 + const carryConnections = new Set<string>(); 290 + 291 + const fringeUrls = new Map<string, CardContent>(); 292 + for (const item of feed) { 293 + const url = item.activityType === 'CARD_COLLECTED' 294 + ? normalizeUrl(item.card?.cardContent?.url ?? item.card?.url) 295 + : normalizeUrl(item.connection?.sourceCard?.url ?? item.connection?.targetCard?.url); 296 + const card = item.activityType === 'CARD_COLLECTED' ? item.card?.cardContent : item.connection?.targetCard?.cardContent ?? item.connection?.sourceCard?.cardContent; 297 + if (url && card && !entityIndex.has(url)) fringeUrls.set(url, card); 298 + } 299 + 300 + const suggestions: Suggestion[] = []; 301 + for (const [url, card] of fringeUrls) { 302 + const crawled = await scrapeUrlText(url); 303 + if (!crawled) continue; 304 + const text = `${card.title ?? ''} ${card.description ?? ''} ${crawled}`; 305 + const refs = extractCarryRefs(text, carryIndex); 306 + if (refs.entities.length + refs.citations.length === 0) continue; 307 + const scored = scoreCarryOverlap(refs, islandTargetSet); 308 + if (scored.score < 0.3) continue; 309 + // Suggest edges to the specific island targets that overlap 310 + const overlapTargets = refs.entities 311 + .map((e) => normalizeUrl(e.url)) 312 + .filter((u): u is string => !!u && islandTargetSet.has(u)); 313 + const citationOverlapTargets = refs.citations 314 + .map((c) => c.url) 315 + .filter((u) => islandTargetSet.has(u)); 316 + const allTargets = [...new Set([...overlapTargets, ...citationOverlapTargets])]; 317 + if (allTargets.length === 0) { 318 + // No direct overlap — suggest to the first island target as a weaker connection 319 + suggestions.push({ source: url, target: targets[0], connectionType: scored.type, confidence: scored.score * 0.6, evidence: `${scored.evidence} (no direct island overlap)`, fringe: true }); 320 + } else { 321 + for (const target of allTargets) { 322 + suggestions.push({ source: url, target, connectionType: scored.type, confidence: scored.score, evidence: scored.evidence, fringe: true }); 323 + } 324 + } 325 + } 326 + 327 + const output = { 328 + island: { aturi, title: island.analysis?.title ?? island.source?.uri ?? 'Island', targets, carryEntities: carryIndex.entitiesByName.size, carryCitations: carryIndex.citationsByUrl.size, islandOverlaps: carryIndex.islandEntityUrls.size }, 329 + fringeCount: fringeUrls.size, 330 + suggestionCount: suggestions.length, 331 + suggestions: suggestions.sort((a, b) => b.confidence - a.confidence), 332 + writeEnabled: wantWrite, 333 + }; 334 + 335 + if (wantWrite) { 336 + const pds = new AtpAgent({ service: PDS_SERVICE }); 337 + if (PDS_IDENTIFIER && PDS_APP_PASSWORD) await pds.login({ identifier: PDS_IDENTIFIER, password: PDS_APP_PASSWORD }); 338 + let wrote = 0; 339 + for (const suggestion of output.suggestions) { 340 + if (suggestion.confidence < 0.6) continue; 341 + const source = normalizeUrl(suggestion.source); 342 + const target = normalizeUrl(suggestion.target); 343 + if (!isHttps(source) || !isHttps(target)) continue; 344 + const key = `${source}::${target}`; 345 + if (carryConnections.has(key)) continue; 346 + carryAssertEdge(source, target, suggestion.connectionType, suggestion.evidence); 347 + carryConnections.add(key); 348 + const uri = await createPdsEdge(pds, source, target, suggestion.connectionType, suggestion.evidence); 349 + if (uri) { 350 + wrote += 1; 351 + console.log(`Wrote edge: ${uri}`); 352 + } 353 + } 354 + saveJson(PROVENANCE_PATH, { aturi, wrote, wroteAt: new Date().toISOString(), suggestions: output.suggestions }); 355 + output.writeEnabled = true; 356 + } 357 + 358 + if (wantJson) { 359 + console.log(JSON.stringify(output, null, 2)); 360 + return; 361 + } 362 + 363 + console.log(`Island: ${output.island.title} (${aturi})`); 364 + console.log(`Targets: ${output.island.targets.length} edge URLs`); 365 + console.log(`Carry: ${output.island.carryEntities} entities, ${output.island.carryCitations} citations, ${output.island.islandOverlaps} island overlaps`); 366 + console.log(`Fringe nodes: ${output.fringeCount}`); 367 + console.log(`Suggestions: ${output.suggestionCount}`); 368 + for (const s of output.suggestions.slice(0, 20)) { 369 + console.log(`- ${s.connectionType} ${s.source} -> ${s.target} (${s.confidence.toFixed(2)})`); 370 + console.log(` ${s.evidence}`); 371 + } 372 + } 373 + 374 + function saveJson(path: string, value: unknown): void { 375 + mkdirSync(dirname(path), { recursive: true }); 376 + writeFileSync(path, JSON.stringify(value, null, 2) + '\n', 'utf-8'); 377 + } 378 + 379 + main().catch((err) => { 380 + console.error('Fatal:', err instanceof Error ? err.message : String(err)); 381 + process.exit(1); 382 + });
+260
src/vault-analyze.ts
··· 1 + /** 2 + * vault:analyze 3 + * 4 + * Parse Obsidian vault notes into structured carry data using a letta-code-sdk agent. 5 + * 6 + * Usage: 7 + * bun vault:analyze # process all vault notes 8 + * bun vault:analyze --note "Astera Institute" # process single note 9 + * bun vault:analyze --force # reprocess already-analyzed notes 10 + * bun vault:analyze --dry-run # show what would be extracted 11 + * bun vault:analyze --limit 5 # only process 5 notes 12 + */ 13 + 14 + import { resolve, dirname } from 'node:path'; 15 + import { fileURLToPath } from 'node:url'; 16 + import { readFileSync, readdirSync, writeFileSync, existsSync, mkdirSync } from 'node:fs'; 17 + import { execFileSync } from 'node:child_process'; 18 + import { 19 + createAgent, 20 + createSession, 21 + type Session, 22 + type AnyAgentTool, 23 + type AgentToolResult, 24 + type SDKResultMessage, 25 + } from '@letta-ai/letta-code-sdk'; 26 + import { loadDotEnv } from './cli-utils.js'; 27 + 28 + const __dirname = dirname(fileURLToPath(import.meta.url)); 29 + await loadDotEnv(resolve(__dirname, '..', '.env')); 30 + 31 + const VAULT_DIR = process.env.VAULT_DIR ?? '/home/nandi/vault'; 32 + const CARRY_DIR = process.env.CARRY_DIR ?? '/home/nandi/.local/share/carry-vault'; 33 + const PROVENANCE_DIR = resolve(CARRY_DIR, '.vault-analyze'); 34 + 35 + interface ExtractedItem { 36 + type: 'entity' | 'citation' | 'connection'; 37 + data: Record<string, string>; 38 + } 39 + 40 + // --- carry_assert tool --- 41 + 42 + function carryAssert(type: string, data: Record<string, string>): string { 43 + const fields = Object.entries(data) 44 + .filter(([, v]) => v && v.trim()) 45 + .map(([k, v]) => `${k}=${JSON.stringify(v)}`) 46 + .join(' '); 47 + const domain = type === 'entity' ? 'org.latha.entity' 48 + : type === 'citation' ? 'org.latha.citation' 49 + : 'org.latha.connection'; 50 + try { 51 + const out = execFileSync('carry', ['assert', domain, ...fields.split(' ')], { 52 + cwd: CARRY_DIR, 53 + encoding: 'utf-8', 54 + timeout: 10_000, 55 + }); 56 + return out.trim() || 'ok'; 57 + } catch (err: any) { 58 + return `error: ${err?.message ?? err}`; 59 + } 60 + } 61 + 62 + const carryAssertTool: AnyAgentTool = { 63 + label: 'carry_assert', 64 + name: 'carry_assert', 65 + description: `Assert structured data into carry. Call for each entity, citation, or connection you extract from the note. 66 + 67 + For entities: {type: "entity", data: {name, url, description}} 68 + For citations: {type: "citation", data: {url, title, takeaway, domain, confidence}} 69 + For connections: {type: "connection", data: {source, target, relation}} 70 + 71 + - Entity names should be canonical (e.g. "Ink and Switch" not "Ink & Switch") 72 + - URLs must be real HTTPS URLs found in the note 73 + - Connection source/target should be entity names, not URLs 74 + - Confidence should be one of: org.latha.strata.defs#high, org.latha.strata.defs#medium, org.latha.strata.defs#low 75 + - Relation should be lowercase-hyphenated (e.g. "related-to", "director", "division-of", "member-of")`, 76 + parameters: { 77 + type: 'object', 78 + properties: { 79 + type: { 80 + type: 'string', 81 + enum: ['entity', 'citation', 'connection'], 82 + description: 'Type of carry record to assert', 83 + }, 84 + data: { 85 + type: 'object', 86 + description: 'Fields for the carry record', 87 + properties: { 88 + name: { type: 'string', description: 'Entity name' }, 89 + url: { type: 'string', description: 'HTTPS URL' }, 90 + description: { type: 'string', description: 'Short description' }, 91 + title: { type: 'string', description: 'Citation title' }, 92 + takeaway: { type: 'string', description: 'Key insight from citation' }, 93 + domain: { type: 'string', description: 'Domain/discipline' }, 94 + confidence: { type: 'string', description: 'Confidence level' }, 95 + source: { type: 'string', description: 'Connection source entity name' }, 96 + target: { type: 'string', description: 'Connection target entity name' }, 97 + relation: { type: 'string', description: 'Relationship type' }, 98 + }, 99 + }, 100 + }, 101 + required: ['type', 'data'], 102 + }, 103 + execute: async (_id, args): Promise<AgentToolResult<unknown>> => { 104 + const { type, data } = args as { type: string; data: Record<string, string> }; 105 + const result = carryAssert(type, data); 106 + return { 107 + content: [{ type: 'text', text: result }], 108 + }; 109 + }, 110 + }; 111 + 112 + // --- Note processing --- 113 + 114 + function readVaultNotes(): string[] { 115 + return readdirSync(VAULT_DIR) 116 + .filter((f) => f.endsWith('.md')) 117 + .sort(); 118 + } 119 + 120 + function readNote(filename: string): string { 121 + return readFileSync(resolve(VAULT_DIR, filename), 'utf-8'); 122 + } 123 + 124 + function isAlreadyProcessed(filename: string): boolean { 125 + const provenancePath = resolve(PROVENANCE_DIR, `${filename}.json`); 126 + return existsSync(provenancePath); 127 + } 128 + 129 + function saveProvenance(filename: string, items: ExtractedItem[]): void { 130 + mkdirSync(PROVENANCE_DIR, { recursive: true }); 131 + writeFileSync( 132 + resolve(PROVENANCE_DIR, `${filename}.json`), 133 + JSON.stringify({ filename, processedAt: new Date().toISOString(), items }, null, 2) + '\n', 134 + 'utf-8', 135 + ); 136 + } 137 + 138 + const EXTRACTION_PROMPT = `Analyze this Obsidian vault note and extract structured data into carry. 139 + 140 + For each note, extract: 141 + 1. **Entities**: People, organizations, concepts, tools mentioned. Include name, URL (if found in the note), and a short description from the note content. 142 + 2. **Citations**: Any referenced URLs with titles and key takeaways summarizing what the note says about that source. 143 + 3. **Connections**: Relationships between entities mentioned (e.g. "X is director of Y", "A is related-to B", "C is a division of D"). 144 + 145 + Rules: 146 + - Use carry_assert for each extraction 147 + - Entity names should be canonical and complete (e.g. "Ink and Switch" not "I&S") 148 + - Only include URLs that actually appear in the note text 149 + - Connection source/target should be entity names, not URLs 150 + - Be thorough — extract every named entity and every stated relationship 151 + - For wikilinks like [[Some Topic]], treat "Some Topic" as an entity name 152 + - Confidence for citations: use org.latha.strata.defs#high for well-known sources, org.latha.strata.defs#medium otherwise 153 + 154 + Note: {title} 155 + --- 156 + {content}`; 157 + 158 + async function processNote(session: Session, filename: string, dryRun: boolean): Promise<ExtractedItem[]> { 159 + const content = readNote(filename); 160 + const title = filename.replace(/\.md$/, ''); 161 + const prompt = EXTRACTION_PROMPT.replace('{title}', title).replace('{content}', content); 162 + 163 + if (dryRun) { 164 + console.log(` [dry-run] Would send ${content.length} chars to agent`); 165 + return []; 166 + } 167 + 168 + const result: SDKResultMessage = await session.runTurn(prompt); 169 + 170 + if (!result.success) { 171 + console.error(` Agent failed: ${result.error ?? result.errorCode ?? 'unknown'}`); 172 + return []; 173 + } 174 + 175 + // The agent calls carry_assert tools during the turn, so data is already written. 176 + // We just return an empty array here since the tool calls themselves do the writing. 177 + // In a more elaborate version, we'd collect the tool call args. 178 + return []; 179 + } 180 + 181 + async function main(): Promise<void> { 182 + const args = process.argv.slice(2); 183 + const dryRun = args.includes('--dry-run'); 184 + const force = args.includes('--force'); 185 + const noteArg = args.find((a) => a.startsWith('--note=')); 186 + const noteName = noteArg ? noteArg.split('=')[1] : null; 187 + const limitArg = args.find((a) => a.startsWith('--limit=')); 188 + const limit = limitArg ? Number(limitArg.split('=')[1]) : Infinity; 189 + 190 + let notes = readVaultNotes(); 191 + 192 + if (noteName) { 193 + const match = notes.find((n) => n === noteName || n === `${noteName}.md`); 194 + if (!match) { 195 + console.error(`Note not found: ${noteName}`); 196 + process.exit(1); 197 + } 198 + notes = [match]; 199 + } 200 + 201 + if (!force) { 202 + notes = notes.filter((n) => !isAlreadyProcessed(n)); 203 + } 204 + 205 + notes = notes.slice(0, limit); 206 + 207 + if (notes.length === 0) { 208 + console.log('No notes to process.'); 209 + return; 210 + } 211 + 212 + console.log(`Processing ${notes.length} vault notes${dryRun ? ' (dry-run)' : ''}...`); 213 + 214 + // Create a fresh agent with the carry_assert tool 215 + const agentId = await createAgent({ 216 + persona: 'You are a research assistant that extracts structured entities, citations, and connections from Obsidian vault notes. You are thorough and precise, extracting every named entity and relationship. You always use the carry_assert tool to record your extractions.', 217 + human: 'vault-analyzer', 218 + tools: [carryAssertTool], 219 + permissionMode: 'bypassPermissions', 220 + memfs: false, 221 + systemInfoReminder: false, 222 + }); 223 + 224 + console.log(`Created agent: ${agentId}`); 225 + 226 + const session = createSession(agentId, { 227 + memfsStartup: 'skip', 228 + }); 229 + 230 + await session.initialize(); 231 + 232 + let processed = 0; 233 + let errors = 0; 234 + 235 + for (const filename of notes) { 236 + const title = filename.replace(/\.md$/, ''); 237 + console.log(`\nProcessing: ${title}`); 238 + 239 + try { 240 + const items = await processNote(session, filename, dryRun); 241 + if (!dryRun) { 242 + saveProvenance(filename, items); 243 + } 244 + processed++; 245 + } catch (err: any) { 246 + console.error(` Error: ${err?.message ?? err}`); 247 + errors++; 248 + } 249 + } 250 + 251 + console.log(`\nDone. Processed: ${processed}, Errors: ${errors}`); 252 + 253 + // Clean up session 254 + await session[Symbol.asyncDispose](); 255 + } 256 + 257 + main().catch((err) => { 258 + console.error('Fatal:', err instanceof Error ? err.message : String(err)); 259 + process.exit(1); 260 + });