Omega

How to connect

• omega_store

  Store a memory with optional type and metadata. Use when the user says 'remember this' or for programmatic capture (decisions, lessons, errors). Defaults to type 'memory' if event_type is omitted.

• omega_query

  Search memories — semantic (default) or exact phrase match. Use mode='phrase' for literal substring search (error messages, specific strings).

• omega_welcome

  Get a session welcome briefing with recent relevant memories and user profile.

• omega_profile

  Read or update the user profile. Returns the profile by default. If 'update' dict is provided, merges those fields into the profile and saves.

• omega_delete_memory

  Delete a specific memory by its ID.

• omega_edit_memory

  Edit the content of a specific memory.

• omega_list_preferences

  List all stored user preferences.

• omega_health

  Detailed health check with memory usage, node counts, cache stats, warnings, and recommendations.

• omega_backup

  Export or import memories for backup/restore. Default mode is export.

• omega_lessons

  Retrieve cross-session or cross-project lessons learned, ranked by verification count and access frequency.

• omega_feedback

  Record feedback on a surfaced memory (helpful, unhelpful, outdated). Improves future surfacing quality.

• omega_clear_session

  Clear all memories for a specific session. Use for cleanup after test sessions.

• omega_similar

  Find memories similar to a given memory. Use for discovering related context.

• omega_timeline

  Show memory timeline grouped by day. Use to see what was captured recently.

• omega_consolidate

  Run memory consolidation: prune stale low-value memories, cap session summaries, clean orphaned edges. Returns a report.

• omega_traverse

  Traverse the memory relationship graph from a starting memory. Shows all connected memories within N hops, useful for understanding context chains and discovering related knowledge clusters.

• omega_compact

  Compact related memories into consolidated knowledge nodes. Finds clusters of similar memories (same event type, high overlap) and creates summary nodes, marking originals as superseded. Reduces noise while preserving knowledge.

• omega_checkpoint

  Save a task checkpoint — captures current plan, progress, files touched, decisions, and key context. Use when: (1) context window is getting full, (2) completing a major milestone, (3) before starting a new session for an ongoing task. Checkpoints enable seamless session continuity.

• omega_resume_task

  Resume a previously checkpointed task. Retrieves the latest checkpoint with full plan, progress, files, decisions, and next steps. Use at the start of a new session to continue where you left off.

• omega_remind

  Set a time-based reminder. OMEGA will surface it when the time arrives (at session start or during active sessions). Use for 'remind me in 1 hour to...' requests.

• omega_remind_list

  List active reminders with their status and due times.

• omega_remind_dismiss

  Dismiss a reminder by its ID. Use after acknowledging a reminder.

• omega_type_stats

  Get memory counts grouped by event type. Shows the composition of the memory store (how many decisions, lessons, errors, etc.).

• omega_session_stats

  Get memory counts grouped by session. Shows which sessions have contributed the most memories (top 20).

• omega_weekly_digest

  Get a weekly knowledge digest with stats, trends, and highlights. Shows new memories, session count, growth trends, type breakdown, and top topics.

• omega_protocol

  Get your coordination playbook — dynamically assembled operating instructions. Call at session start (step 2 after omega_welcome) or when you need protocol guidance. Returns context-sensitive rules based on project, peer activity, and learned lessons.

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