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Awareness — Memory, Knowledge & Agent Markets

awareness_lookup

Fast DB lookup — use this instead of awareness_recall when you know WHAT you want.

awareness_recall = "search by meaning" (semantic, slower).
awareness_lookup = "get by type" (exact DB query, <50ms).

WHEN TO USE:
  - List all open tasks → type="tasks"
  - Get knowledge cards → type="knowledge", category="decision"
  - Check risks → type="risks", priority="high"
  - Get full context dump → type="context"
  - Session history → type="session_history", session_id=<id>
  - Handoff briefing → type="handoff"
  - List learned skills → type="skills"

Args:
    type: "context" | "tasks" | "knowledge" | "risks" | "session_history" |
          "timeline" | "handoff" | "rules" | "graph" | "agents" | "skills".
    query: Keyword filter (for knowledge/handoff).
    category: Category filter (for knowledge cards).
    status: Status filter (for tasks/risks/knowledge).
    priority: "high" | "medium" | "low".
    session_id: Required for session_history.
    limit: Max items (default 50).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
typeYes
levelNo
limitNo
queryNo
offsetNo
statusNo
api_keyNo
user_idNo
categoryNo
priorityNo
max_cardsNo
max_tasksNo
memory_idNo
agent_roleNo
session_idNo
include_completedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

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