v2026.5.26

Memory Consolidation Engine + Dedup Fixes

Breaking Changes

• Dreaming system replaced with Memory Consolidation Engine — no more narrative dream generation. Instead, daily cron scans session transcripts, extracts structured knowledge via LLM, and routes to existing cognitive stores (PersonaStore, FragmentStore, CorrectionStore).

Features

• Memory Consolidation Engine (extensions/memory-core/src/consolidation*.ts) — daily 3 AM cron, per-user pipeline, LLM extraction, Jaccard dedup, routes to cognitive stores + MEMORY.md inline sections
• Agent isolation — consolidation now resolves userId from session files (not hardcoded agentId), supporting multi-agent workspaces
• MEMORY.md integration — high-confidence items (≥0.7, behavioral_pattern ≥0.8) auto-written to inline sections (👤 User / 🎯 Active Focus)
• Consolidation config — memory.consolidation.enabled, .cron, .concurrency, .batchSize, .lookbackDays

Bug Fixes

• Heartbeat empty spin — skip LLM calls when HEARTBEAT.md is empty; isolated heartbeat sessions use transient mode (auto-cleaned)
• Memory dedup — memory_tidy full now includes inline section dedup (within-section + cross-topic Jaccard ≥0.8); memory_save adds date prefix + dedup; relocateInlineToTopic checks existing similar content

Documentation

• Updated README.md / README.en.md / AGENTS.md reflecting consolidation architecture
• Updated memory-organize skill and KAIJIBOT-GUIDE template

Commits

• 3562fb601e refactor: dreaming → consolidation engine (78 files, -15,147 net lines)
• 66df85f4b4 fix: skip empty heartbeat LLM calls + transient isolated sessions
• 0f89fb3577 feat: consolidation runtime wiring + agent isolation + MEMORY.md integration
• 1bcc35ced3 fix: memory system dedup — inline sections, memory_save, relocateInlineToTopic
• 1bb5a37ee7 docs: update README/AGENTS.md for consolidation engine replacing dreaming
• f49529fad1 release: v2026.5.26