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discover-capabilities

Analyze natural language tasks to map ontology capabilities and synthesize safe workflows.

4|1|Updated Jan 24, 2026
Search Tags:#workflow#ontology#safety#governance#capabilities#analyze#gap-detection
One-click install
npx skills add https://github.com/synaptiai/agent-capability-standard --skill discover-capabilities-synaptiai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discover-capabilities
Source: https://github.com/synaptiai/agent-capability-standard/tree/main/skills/discover-capabilities
Command: npx skills add https://github.com/synaptiai/agent-capability-standard --skill discover-capabilities-synaptiai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes a task description to identify required capabilities from the capability ontology and returns a synthesized, safe workflow with an evidence trail.

Core Features & Use Cases

  • Detects ontology capabilities needed for a task description and provides confidence scores.
  • Identifies gaps in ontology coverage and proposes extensions with rationale.
  • Synthesizes validated workflows (DAGs) with safety steps (checkpoints, audits) and data-flow bindings.

Quick Start

Provide a task description and I will synthesize a capability-aware workflow with safety steps.

Frequently Asked Questions about discover-capabilities

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map natural language tasks to required capabilities from an ontology?▼

Mapping natural language tasks to capabilities requires analyzing the task description against the capability ontology to identify required capabilities, detect coverage gaps, and return confidence scores with an evidence trail.

What is gap detection in capability ontology coverage?▼

Gap detection in capability ontology identifies areas where coverage is lacking for a given task, proposes ontology extensions with rationale, and highlights missing capabilities needed to safely complete the workflow.

How do I synthesize a safe workflow with safety steps and data-flow bindings?▼

To synthesize a safe workflow, the system analyzes required capabilities and generates validated workflow DAGs with safety checkpoints, audits, and data-flow bindings to ensure governed task execution.

Can I analyze task descriptions to detect missing capabilities in my ontology?▼

Yes, you can analyze task descriptions to detect missing capabilities in your ontology, as the system identifies gaps in coverage and proposes extensions with rationale to ensure capability completeness.

What is the best way to scaffold safe workflows from natural language task descriptions?▼

The best way to scaffold safe workflows is to analyze the task description, map required capabilities from the ontology, and synthesize validated workflow DAGs with safety steps, checkpoints, and audits.

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