MadnessEngineering/Omnispindle

tools

• add_lesson

  Capture a lesson with language, topic, and tags

• add_todo

  Create a task with project, priority, target agent, notes, and metadata

• bring_your_own

  Inject a Python, JavaScript, or shell function as a live MCP tool at runtime

• check_quest

  Progress report: % complete, per-chain status, next actions, blockers. Agent orientation tool

• complete_todo

  Stage for review with optional comment; writes to audit log. Sets status to review, not completed

• create_quest

  Create an epic goal container (Quest → Chains → Todos). Use instead of add_todo for multi-step objectives

• delete_lesson

  Remove

• delete_todo

  Remove a task

• find_relevant

  Semantic similarity search across todos and lessons. Returns honest empty when nothing clears the relevance threshold — no regex fallback noise

• get_context_bundle

  One call: recent todos, lessons, session state, project stats for an agent's working context

• get_lesson

  Fetch by ID

• get_todo

  Fetch a single task by ID

• grep_lessons

  Regex pattern search

• inventorium_sessions_create

  Start a new AI work session

• inventorium_sessions_fork

  Fork a session with optional message inheritance

• inventorium_sessions_genealogy

  Full ancestor/descendant trace for a session

• inventorium_sessions_get

  Fetch a session by ID

• inventorium_sessions_list

  List sessions, optionally filtered by project

• inventorium_sessions_spawn

  Spawn a child session from a parent, linked to a todo

• inventorium_sessions_tree

  Visual session tree for a project

• inventorium_todos_link_session

  Link a todo to a session

• link_quest

  Add an existing todo to a quest chain retroactively (creates chain on demand)

• list_lessons

  Browse all lessons, with brief mode for summaries

• list_project_todos

  Recent tasks for a specific project

• list_projects

  Enumerate known projects from filesystem

• list_quests

  List quests filtered by status/project

• list_todos_by_status

  Filter by status: pending initial in_progress blocked review completed

• point_out_obvious

  Logs an observation with configurable sarcasm. Useful for marking known issues during automated runs.

• preflight_rag

  Pre-task lessons check: call before starting work, classifies past solutions vs pitfalls

• query_todo_logs

  Audit log queries: filter by type, project, date range

• query_todos

  MongoDB-style filter queries with projection, limit, offset, since change detection, and graph_root for dependency subgraph traversal

• search_lessons

  Text search across lesson fields

• search_todos

  Tokenized multi-word fuzzy text search

• update_lesson

  Patch lesson content or metadata

• update_quest

  Update quest fields: name, description, status, success_criteria, metadata

• update_todo

  Patch any fields; metadata is deep-merged. Supports $push/$pull on array fields (e.g. metadata.blockers) for dependency linking