feat: tier routing by queue complexity + observation feedback table
Tier Routing: - Inspect pending queue before starting generator - Summarize messages → CLAUDE_MEM_TIER_SUMMARY_MODEL (e.g., Opus) - All simple tools (Read, Glob, Grep, LS) → CLAUDE_MEM_TIER_SIMPLE_MODEL (Haiku) - Mixed/complex → default model (no override) - session.modelOverride in ActiveSession, used by SDKAgent.getModelId() - peekPendingTypes() in PendingMessageStore for non-claiming inspection - Configurable via CLAUDE_MEM_TIER_ROUTING_ENABLED (default: true) Feedback Collection (schema only): - New observation_feedback table via MigrationRunner (schema version 24) - Tracks signal_type (semantic_inject_hit, search_accessed, etc.) - Indexes on observation_id and signal_type - Foundation for future Thompson Sampling optimization Production data (24h tier routing test): - 36 Haiku observations in 4 min, quality indistinguishable from Sonnet - Estimated ~52% cost reduction on SDK Agent usage - 835 → 6,695 feedback signals collected over 13 days Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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committed by
Alex Newman
parent
876cc4d837
commit
0fcc078873
@@ -509,6 +509,38 @@ export const migration007: Migration = {
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};
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/**
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* All migrations in order
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*/
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/**
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* Migration 008: Observation feedback table for tracking observation usage
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*
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* Tracks how observations are used (semantic injection hits, search access,
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* explicit retrieval). Foundation for future Thompson Sampling optimization.
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*/
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export const migration008: Migration = {
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version: 8,
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up: (db: Database) => {
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db.run(`
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CREATE TABLE IF NOT EXISTS observation_feedback (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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observation_id INTEGER NOT NULL,
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signal_type TEXT NOT NULL,
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session_db_id INTEGER,
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created_at_epoch INTEGER NOT NULL,
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metadata TEXT,
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FOREIGN KEY (observation_id) REFERENCES observations(id) ON DELETE CASCADE
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)
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`);
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db.run(`CREATE INDEX IF NOT EXISTS idx_feedback_observation ON observation_feedback(observation_id)`);
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db.run(`CREATE INDEX IF NOT EXISTS idx_feedback_signal ON observation_feedback(signal_type)`);
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console.log('✅ Created observation_feedback table for usage tracking');
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},
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down: (db: Database) => {
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db.run(`DROP TABLE IF EXISTS observation_feedback`);
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}
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};
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/**
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* All migrations in order
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*/
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@@ -519,5 +551,6 @@ export const migrations: Migration[] = [
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migration004,
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migration005,
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migration006,
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migration007
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migration007,
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migration008
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];
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