/understand-coremind

Query the CoreMind knowledge graph with governance-aware context. This skill understands the GAOS architecture, agent hierarchy, and 10-stage pipeline.

Instructions

1. Load the knowledge graph from CoreMind/.understand-anything/knowledge-graph.json
2. Parse the query from $ARGUMENTS and determine query type:

Query Types

Architecture queries ("how does X work", "what is the pipeline", "explain governance"):

• Map the query to relevant layers and nodes in the graph
• Explain using the orchestrator governance model:
  • 10-stage pipeline: IntentParser -> PolicyGate -> GoalLedger -> Planner -> DelegationEngine -> AgentCoordinator -> ReflectionLoop -> OutcomeTracker -> WorldState
  • 4-tier governance: ALLOW (auto-approve) / REVIEW (human check) / ESCALATE (multi-agent review) / BLOCK (deny)
  • 5-layer safety stack: Input sanitization -> Policy gate -> Execution sandbox -> Output validation -> Recovery