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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Alex Newman
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@@ -57,6 +57,10 @@ export interface SettingsDefaults {
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// Semantic Context Injection (per-prompt via Chroma)
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CLAUDE_MEM_SEMANTIC_INJECT: string; // 'true' | 'false' - inject relevant observations on each prompt
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CLAUDE_MEM_SEMANTIC_INJECT_LIMIT: string; // Max observations to inject per prompt
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// Tier Routing (model selection by queue complexity)
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CLAUDE_MEM_TIER_ROUTING_ENABLED: string; // 'true' | 'false' - enable model tier routing
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CLAUDE_MEM_TIER_SIMPLE_MODEL: string; // Tier alias or model ID for simple tool observations (Read, Glob, Grep)
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CLAUDE_MEM_TIER_SUMMARY_MODEL: string; // Tier alias or model ID for session summaries
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// Chroma Vector Database Configuration
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CLAUDE_MEM_CHROMA_ENABLED: string; // 'true' | 'false' - set to 'false' for SQLite-only mode
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CLAUDE_MEM_CHROMA_MODE: string; // 'local' | 'remote'
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@@ -119,6 +123,10 @@ export class SettingsDefaultsManager {
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// Semantic Context Injection (per-prompt via Chroma vector search)
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CLAUDE_MEM_SEMANTIC_INJECT: 'true', // Inject relevant past observations on every UserPromptSubmit
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CLAUDE_MEM_SEMANTIC_INJECT_LIMIT: '5', // Top-N most relevant observations to inject per prompt
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// Tier Routing (model selection by queue complexity)
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CLAUDE_MEM_TIER_ROUTING_ENABLED: 'true', // Route observations to models by complexity
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CLAUDE_MEM_TIER_SIMPLE_MODEL: 'haiku', // Portable tier alias — works across Direct API, Bedrock, Vertex, Azure (see #1463)
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CLAUDE_MEM_TIER_SUMMARY_MODEL: '', // Empty = use default model for summaries
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// Chroma Vector Database Configuration
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CLAUDE_MEM_CHROMA_ENABLED: 'true', // Set to 'false' to disable Chroma and use SQLite-only search
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CLAUDE_MEM_CHROMA_MODE: 'local', // 'local' uses persistent chroma-mcp via uvx, 'remote' connects to existing server
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