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May 30, 2026 02:11
Elastic Memory (advanced/elastic_memory.py): - MemoryEntry dataclass with importance, access tracking - SQLite-backed store: remember, recall, forget - Consolidation via Jaccard similarity > 0.7 - Auto-compact: LRU with composite retention score (importance 0.45, recency 0.30, access 0.25) Alert Manager (intelligence/alert_manager.py): - AlertRule with threshold/trend/anomaly types - Cooldown support, rule targeting specific skills - Alert lifecycle: active → acknowledged → resolved - Callback registration for notifications - Integrates with HealthMonitor + QValueTracker Skill Generator (advanced/skill_generator.py): - Zero-shot generation from natural language - Template-driven, no LLM dependency - TF-IDF-lite keyword extraction - Domain-aware tag inference - generate_and_register, batch, refine methods Enhanced RL Optimizer: - ContextualBandit: epsilon-greedy with decay - ReplayBuffer: fixed-capacity deque - RewardModel: linear SGD model - CurriculumScheduler: difficulty-based ordering - curriculum_optimize, predict_reward APIs Tests: 43 new (241 total), all passing.
New modules: - marketplace/: publish, search, rate, install, deprecate skills - observability/: distributed tracing, metrics collection, structured logging - async_support/: async wrappers for registry, tracker, loader - versioning/: semantic versioning, history, rollback, diff 90 new tests covering all four modules (331 total, all passing).
A/B Testing (advanced/ab_testing.py): - ABTestRunner: full experiment lifecycle - 4 assignment strategies: RANDOM, ROUND_ROBIN, WEIGHTED, HASH_BASED - Two-proportion z-test (2 variants) + chi-squared (3+ variants) - Normal CDF via Abramowitz & Stegun (~1.5e-7 accuracy) - Experiment pause/resume/abandon lifecycle DB Abstraction (core/db.py): - DatabaseBackend Protocol (abstract interface) - SQLiteBackend: WAL mode, threading lock, full CRUD - MemoryBackend: ephemeral in-memory for tests - DatabaseConnection: context manager with auto-commit/rollback - QueryResult: .first(), .scalar(), .is_empty, iteration - create_backend() factory function Integration Adapters (integrations/adapters.py): - GitHubAdapter: push skill files via REST API - SlackAdapter: formatted notifications via webhooks - WebhookAdapter: generic HTTP POST + HMAC-SHA256 - FileAdapter: export to JSON/markdown - AdapterRegistry: dispatch, health checks, reporting
Resilience (core/resilience.py, 737 lines): - CircuitBreaker: CLOSED→OPEN→HALF_OPEN state machine with failure threshold, recovery timeout, excluded exceptions - RetryPolicy: exponential backoff with jitter, retriable exceptions - Bulkhead: concurrency limiter with semaphore + max_wait - GracefulDegradation: cascading fallback chains - ResilientExecutor: composable wrapper (circuit + retry + bulkhead) - All thread-safe via threading.Lock/Semaphore Caching (core/cache.py, 300+ lines): - TTLCache: time-to-live with lazy expiry + max_size eviction - LRUCache: Least Recently Used with OrderedDict - CachedStore: composable cache layer over any data source - @cached decorator: auto-cache function results with TTL - CacheStats: hit/miss tracking, hit_rate calculation - cache_key: deterministic MD5-based key generation Tests: 42 new (373 total), all passing in 1.30s. Security intentionally skipped per user request.
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🎯 Complete Implementation of Phases 5-8
This PR implements all four major phases requested:
📊 Final Stats
🏷️ Tags Created
🔑 Key Features Added
Phase 5: Intelligence++
Phase 6: Platform++
Phase 7: Scale
Phase 8: Production
✅ Testing
📝 Security
Intentionally skipped per user request. Security features (authentication, authorization, audit logs) can be added in a future phase if needed.
🔄 Hermes Integration
The plugin will be synced to after merge.
Ready to merge! 🚀