What's New

Claude Code Plugin

Native MCP plugin for Claude Code. All your tools, knowledge base, memory, and notifications available directly in your coding workflow — zero configuration. Add plugged.in to Claude Code in seconds.

Collective Best Practices (CBP) System

Privacy-preserving pattern aggregation that learns from all users while protecting individual data. Successful workflows, error recovery patterns, and tool sequences are anonymized, hashed (HMAC-SHA256), and shared only when observed by ≥3 unique profiles (k-anonymity).

Concentric Memory Rings

Human cognition-inspired memory architecture with intelligent forgetting:

• Fresh Memory → observation buffer with auto-classification
• Procedures → repeatable workflows and how-tos
• Practice/Habits → successful patterns reinforced over time
• Long-term → validated insights (requires success_score ≥ 0.7)
• Shocks → critical failures that bypass decay (never forgotten)

Shared Vector Infrastructure

• pgvector integration for semantic similarity search across all memory types
• Cosine distance with HNSW indexing for fast retrieval
• Progressive retrieval (3-layer) for 10x token efficiency

AI Provider Abstraction

• Google Gemini support via @google/genai SDK
• Unified embedding service with automatic provider routing
• Configurable embedding dimensions (default: 1536)

Technical Details

• Privacy: HMAC-SHA256 pattern hashing, k-anonymity (k≥3), no PII in collective store
• Decay Engine: Full → Compressed → Summary → Essence → Forgotten (configurable schedules)
• Database: 4 new tables (memory_sessions, fresh_memory, memory_ring, gut_patterns)
• Security: 6 rounds of code review hardening (PR #138)
• Migration: pnpm db:generate && pnpm db:migrate

Landing Page Updates

• Added Claude Code plugin feature card and references across all sections
• Updated tools pillar to highlight native Claude Code integration
• Updated memory pillar to reflect CBP system
• New v3.1.0 milestone on roadmap
• All 6 locales updated (en, tr, zh, hi, ja, nl)

Full Changelog: v3.0.0...v3.1.0