discover-capabilitieslisted

## Intent Execute **discover-capabilities** to analyze a natural language task description and automatically: 1. Detect which ontology capabilities are needed 2. Identify gaps where the ontology lacks coverage 3. Synthesize a valid workflow DAG from matched capabilities This skill bridges the gap between "I want to do X" and "here are the specific capabilities and workflow steps needed to do X safely." **Success criteria:** - All atomic actions in the task are identified - Each action maps to an ontology capability with confidence score - Missing capabilities are flagged with proposed extensions - A valid workflow is synthesized with proper safety steps - Evidence anchors trace the discovery reasoning **Compatible schemas:** - `schemas/capability_ontology.yaml` - `schemas/workflow_catalog.yaml` ## Inputs | Parameter | Required | Type | Description | |-----------|----------|------|-------------| | `task_description` | Yes | string | Natural language description of the task to analyze | | `domain` | No | string | Domain context for specialization (e.g., "security", "data-pipeline") | ## Procedure 1) **Load ontology context**: Read the capability ontology to understand available capabilities - Load `schemas/capability_ontology.yaml` via CapabilityRegistry - Load `schemas/workflow_catalog.yaml` via WorkflowEngine - Note: 36 atomic capabilities across 9 cognitive layers 2) **Analyze task**: Decompose the task into atomic capability requirements - Parse the tas