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| 1 | +/** |
| 2 | + * @fileoverview SQLite persistence for personality mutations with |
| 3 | + * Ebbinghaus-style strength decay. |
| 4 | + * |
| 5 | + * Mutations persist across sessions and gradually fade toward baseline |
| 6 | + * unless reinforced by repeated adaptation. The ConsolidationLoop calls |
| 7 | + * {@link PersonalityMutationStore.decayAll} each cycle to reduce mutation |
| 8 | + * strengths; mutations whose strength drops below the 0.1 threshold are |
| 9 | + * pruned automatically. |
| 10 | + * |
| 11 | + * Uses the same {@link IStorageAdapter} interface as EmergentToolRegistry, |
| 12 | + * keeping storage concerns decoupled from specific SQLite drivers. |
| 13 | + * |
| 14 | + * @module @framers/agentos/emergent/PersonalityMutationStore |
| 15 | + */ |
| 16 | + |
| 17 | +import type { IStorageAdapter } from './EmergentToolRegistry.js'; |
| 18 | + |
| 19 | +// ============================================================================ |
| 20 | +// TYPES |
| 21 | +// ============================================================================ |
| 22 | + |
| 23 | +/** |
| 24 | + * A single persisted personality mutation record. |
| 25 | + * |
| 26 | + * Represents a specific HEXACO trait adjustment made by the agent, along with |
| 27 | + * its current strength (which decays over time) and the reasoning that |
| 28 | + * motivated the change. |
| 29 | + */ |
| 30 | +export interface PersonalityMutation { |
| 31 | + /** Unique mutation identifier (format: `pm_<timestamp>_<random>`). */ |
| 32 | + id: string; |
| 33 | + |
| 34 | + /** The agent that made this mutation. */ |
| 35 | + agentId: string; |
| 36 | + |
| 37 | + /** The HEXACO trait that was mutated (e.g., `'openness'`, `'conscientiousness'`). */ |
| 38 | + trait: string; |
| 39 | + |
| 40 | + /** The signed delta applied to the trait value. Positive = increase, negative = decrease. */ |
| 41 | + delta: number; |
| 42 | + |
| 43 | + /** Free-text reasoning explaining why the agent chose to mutate this trait. */ |
| 44 | + reasoning: string; |
| 45 | + |
| 46 | + /** The trait value before this mutation was applied. */ |
| 47 | + baselineValue: number; |
| 48 | + |
| 49 | + /** The trait value after this mutation was applied. */ |
| 50 | + mutatedValue: number; |
| 51 | + |
| 52 | + /** |
| 53 | + * Current strength of this mutation in the range (0, 1]. |
| 54 | + * |
| 55 | + * Starts at 1.0 when recorded and decays each consolidation cycle. |
| 56 | + * When strength drops to 0.1 or below, the mutation is pruned. |
| 57 | + */ |
| 58 | + strength: number; |
| 59 | + |
| 60 | + /** Unix epoch millisecond timestamp of when this mutation was recorded. */ |
| 61 | + createdAt: number; |
| 62 | +} |
| 63 | + |
| 64 | +/** |
| 65 | + * Input parameters for recording a new personality mutation. |
| 66 | + * |
| 67 | + * The `strength` and `createdAt` fields are set automatically by the store |
| 68 | + * (1.0 and `Date.now()` respectively). |
| 69 | + */ |
| 70 | +export interface RecordMutationInput { |
| 71 | + /** The agent making the mutation. */ |
| 72 | + agentId: string; |
| 73 | + |
| 74 | + /** The HEXACO trait being mutated. */ |
| 75 | + trait: string; |
| 76 | + |
| 77 | + /** The signed delta to apply. */ |
| 78 | + delta: number; |
| 79 | + |
| 80 | + /** Free-text reasoning for the mutation. */ |
| 81 | + reasoning: string; |
| 82 | + |
| 83 | + /** The trait value before mutation. */ |
| 84 | + baselineValue: number; |
| 85 | + |
| 86 | + /** The trait value after mutation. */ |
| 87 | + mutatedValue: number; |
| 88 | +} |
| 89 | + |
| 90 | +/** |
| 91 | + * Result of a decay cycle, reporting how many mutations were weakened |
| 92 | + * and how many were pruned (deleted) for falling below the threshold. |
| 93 | + */ |
| 94 | +export interface DecayResult { |
| 95 | + /** Number of mutations whose strength was reduced but still above threshold. */ |
| 96 | + decayed: number; |
| 97 | + |
| 98 | + /** Number of mutations deleted for falling at or below the 0.1 threshold. */ |
| 99 | + pruned: number; |
| 100 | +} |
| 101 | + |
| 102 | +// ============================================================================ |
| 103 | +// STORE |
| 104 | +// ============================================================================ |
| 105 | + |
| 106 | +/** |
| 107 | + * SQLite-backed persistence layer for personality mutations with decay. |
| 108 | + * |
| 109 | + * Follows the same `ensureSchema()` pattern as {@link EmergentToolRegistry}: |
| 110 | + * a cached promise guards against concurrent DDL execution, and all DML |
| 111 | + * methods await schema readiness before proceeding. |
| 112 | + * |
| 113 | + * @example |
| 114 | + * ```ts |
| 115 | + * const store = new PersonalityMutationStore(sqliteAdapter); |
| 116 | + * |
| 117 | + * // Record a mutation |
| 118 | + * const id = await store.record({ |
| 119 | + * agentId: 'agent-42', |
| 120 | + * trait: 'openness', |
| 121 | + * delta: 0.1, |
| 122 | + * reasoning: 'User prefers creative responses', |
| 123 | + * baselineValue: 0.7, |
| 124 | + * mutatedValue: 0.8, |
| 125 | + * }); |
| 126 | + * |
| 127 | + * // Get strength-weighted effective deltas |
| 128 | + * const deltas = await store.getEffectiveDeltas('agent-42'); |
| 129 | + * // => { openness: 0.1 } (strength is 1.0 initially) |
| 130 | + * |
| 131 | + * // Decay all mutations by 5% |
| 132 | + * const { decayed, pruned } = await store.decayAll(0.05); |
| 133 | + * ``` |
| 134 | + */ |
| 135 | +export class PersonalityMutationStore { |
| 136 | + /** The underlying SQLite storage adapter. */ |
| 137 | + private readonly db: IStorageAdapter; |
| 138 | + |
| 139 | + /** |
| 140 | + * Cached schema initialization promise. |
| 141 | + * Ensures DDL runs exactly once, even under concurrent access. |
| 142 | + */ |
| 143 | + private schemaReady: Promise<void> | null = null; |
| 144 | + |
| 145 | + /** |
| 146 | + * Create a new PersonalityMutationStore. |
| 147 | + * |
| 148 | + * @param db - A storage adapter implementing the {@link IStorageAdapter} |
| 149 | + * interface. The same adapter used by EmergentToolRegistry can be reused. |
| 150 | + */ |
| 151 | + constructor(db: IStorageAdapter) { |
| 152 | + this.db = db; |
| 153 | + } |
| 154 | + |
| 155 | + // -------------------------------------------------------------------------- |
| 156 | + // SCHEMA |
| 157 | + // -------------------------------------------------------------------------- |
| 158 | + |
| 159 | + /** |
| 160 | + * Idempotent schema initialization. |
| 161 | + * |
| 162 | + * Creates the `personality_mutations` table and its agent/trait index if |
| 163 | + * they don't already exist. Uses the adapter's `exec()` method when |
| 164 | + * available (for multi-statement DDL), falling back to individual `run()` |
| 165 | + * calls for adapters that don't support it. |
| 166 | + * |
| 167 | + * @returns A promise that resolves when the schema is ready. |
| 168 | + */ |
| 169 | + private async ensureSchema(): Promise<void> { |
| 170 | + if (!this.schemaReady) { |
| 171 | + this.schemaReady = (async () => { |
| 172 | + const ddl = ` |
| 173 | + CREATE TABLE IF NOT EXISTS personality_mutations ( |
| 174 | + id TEXT PRIMARY KEY, |
| 175 | + agent_id TEXT NOT NULL, |
| 176 | + trait TEXT NOT NULL, |
| 177 | + delta REAL NOT NULL, |
| 178 | + reasoning TEXT NOT NULL, |
| 179 | + baseline_value REAL NOT NULL, |
| 180 | + mutated_value REAL NOT NULL, |
| 181 | + strength REAL NOT NULL DEFAULT 1.0, |
| 182 | + created_at BIGINT NOT NULL |
| 183 | + ); |
| 184 | + CREATE INDEX IF NOT EXISTS idx_personality_mutations_agent |
| 185 | + ON personality_mutations(agent_id, trait); |
| 186 | + `; |
| 187 | + |
| 188 | + if (this.db.exec) { |
| 189 | + await this.db.exec(ddl); |
| 190 | + } else { |
| 191 | + // Split on semicolons and execute each non-empty statement individually. |
| 192 | + for (const stmt of ddl.split(';').filter((s) => s.trim())) { |
| 193 | + await this.db.run(stmt); |
| 194 | + } |
| 195 | + } |
| 196 | + })(); |
| 197 | + } |
| 198 | + return this.schemaReady; |
| 199 | + } |
| 200 | + |
| 201 | + // -------------------------------------------------------------------------- |
| 202 | + // RECORD |
| 203 | + // -------------------------------------------------------------------------- |
| 204 | + |
| 205 | + /** |
| 206 | + * Record a new personality mutation. |
| 207 | + * |
| 208 | + * Inserts a mutation record with initial strength of 1.0 and the current |
| 209 | + * timestamp. The mutation ID is generated deterministically from the |
| 210 | + * current time and a random suffix. |
| 211 | + * |
| 212 | + * @param input - The mutation parameters (agent, trait, delta, reasoning, values). |
| 213 | + * @returns The generated mutation ID. |
| 214 | + */ |
| 215 | + async record(input: RecordMutationInput): Promise<string> { |
| 216 | + await this.ensureSchema(); |
| 217 | + |
| 218 | + const id = `pm_${Date.now()}_${Math.random().toString(36).slice(2, 8)}`; |
| 219 | + |
| 220 | + await this.db.run( |
| 221 | + `INSERT INTO personality_mutations |
| 222 | + (id, agent_id, trait, delta, reasoning, baseline_value, mutated_value, strength, created_at) |
| 223 | + VALUES (?, ?, ?, ?, ?, ?, ?, 1.0, ?)`, |
| 224 | + [ |
| 225 | + id, |
| 226 | + input.agentId, |
| 227 | + input.trait, |
| 228 | + input.delta, |
| 229 | + input.reasoning, |
| 230 | + input.baselineValue, |
| 231 | + input.mutatedValue, |
| 232 | + Date.now(), |
| 233 | + ], |
| 234 | + ); |
| 235 | + |
| 236 | + return id; |
| 237 | + } |
| 238 | + |
| 239 | + // -------------------------------------------------------------------------- |
| 240 | + // LOAD |
| 241 | + // -------------------------------------------------------------------------- |
| 242 | + |
| 243 | + /** |
| 244 | + * Load all active mutations for a given agent. |
| 245 | + * |
| 246 | + * Returns only mutations whose strength is above the 0.1 pruning threshold, |
| 247 | + * ordered by creation time (newest first). |
| 248 | + * |
| 249 | + * @param agentId - The agent whose mutations to load. |
| 250 | + * @returns An array of {@link PersonalityMutation} records. |
| 251 | + */ |
| 252 | + async loadForAgent(agentId: string): Promise<PersonalityMutation[]> { |
| 253 | + await this.ensureSchema(); |
| 254 | + |
| 255 | + const rows = await this.db.all( |
| 256 | + 'SELECT * FROM personality_mutations WHERE agent_id = ? AND strength > 0.1 ORDER BY created_at DESC', |
| 257 | + [agentId], |
| 258 | + ); |
| 259 | + |
| 260 | + return (rows as Record<string, unknown>[]).map((r) => ({ |
| 261 | + id: r.id as string, |
| 262 | + agentId: r.agent_id as string, |
| 263 | + trait: r.trait as string, |
| 264 | + delta: r.delta as number, |
| 265 | + reasoning: r.reasoning as string, |
| 266 | + baselineValue: r.baseline_value as number, |
| 267 | + mutatedValue: r.mutated_value as number, |
| 268 | + strength: r.strength as number, |
| 269 | + createdAt: r.created_at as number, |
| 270 | + })); |
| 271 | + } |
| 272 | + |
| 273 | + // -------------------------------------------------------------------------- |
| 274 | + // EFFECTIVE DELTAS |
| 275 | + // -------------------------------------------------------------------------- |
| 276 | + |
| 277 | + /** |
| 278 | + * Compute the effective (strength-weighted) delta for each trait. |
| 279 | + * |
| 280 | + * For each active mutation, multiplies the raw delta by the mutation's |
| 281 | + * current strength, then sums per trait. This gives a realistic picture |
| 282 | + * of how much each trait has drifted from baseline, accounting for decay. |
| 283 | + * |
| 284 | + * @param agentId - The agent whose effective deltas to compute. |
| 285 | + * @returns A map of trait name to effective delta (sum of `delta * strength`). |
| 286 | + */ |
| 287 | + async getEffectiveDeltas(agentId: string): Promise<Record<string, number>> { |
| 288 | + const mutations = await this.loadForAgent(agentId); |
| 289 | + const deltas: Record<string, number> = {}; |
| 290 | + |
| 291 | + for (const m of mutations) { |
| 292 | + deltas[m.trait] = (deltas[m.trait] ?? 0) + m.delta * m.strength; |
| 293 | + } |
| 294 | + |
| 295 | + return deltas; |
| 296 | + } |
| 297 | + |
| 298 | + // -------------------------------------------------------------------------- |
| 299 | + // DECAY |
| 300 | + // -------------------------------------------------------------------------- |
| 301 | + |
| 302 | + /** |
| 303 | + * Decay all active mutations by the given rate and prune expired ones. |
| 304 | + * |
| 305 | + * For each mutation with strength above 0.1: |
| 306 | + * - Subtracts `rate` from its strength. |
| 307 | + * - If the new strength is at or below 0.1, the mutation is deleted (pruned). |
| 308 | + * - Otherwise, the strength is updated in place. |
| 309 | + * |
| 310 | + * This implements Ebbinghaus-style forgetting: mutations that aren't |
| 311 | + * reinforced by repeated adaptation gradually fade away. |
| 312 | + * |
| 313 | + * @param rate - The amount to subtract from each mutation's strength. |
| 314 | + * Typically 0.05 (the default from SelfImprovementConfig). |
| 315 | + * @returns A {@link DecayResult} with counts of decayed and pruned mutations. |
| 316 | + */ |
| 317 | + async decayAll(rate: number): Promise<DecayResult> { |
| 318 | + await this.ensureSchema(); |
| 319 | + |
| 320 | + const all = await this.db.all( |
| 321 | + 'SELECT id, strength FROM personality_mutations WHERE strength > 0.1', |
| 322 | + [], |
| 323 | + ); |
| 324 | + |
| 325 | + let decayed = 0; |
| 326 | + let pruned = 0; |
| 327 | + |
| 328 | + for (const row of all as Array<{ id: string; strength: number }>) { |
| 329 | + const newStrength = row.strength - rate; |
| 330 | + |
| 331 | + if (newStrength <= 0.1) { |
| 332 | + await this.db.run('DELETE FROM personality_mutations WHERE id = ?', [row.id]); |
| 333 | + pruned++; |
| 334 | + } else { |
| 335 | + await this.db.run( |
| 336 | + 'UPDATE personality_mutations SET strength = ? WHERE id = ?', |
| 337 | + [newStrength, row.id], |
| 338 | + ); |
| 339 | + decayed++; |
| 340 | + } |
| 341 | + } |
| 342 | + |
| 343 | + return { decayed, pruned }; |
| 344 | + } |
| 345 | +} |
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