Agent Capability Discovery

Agent Capability Discovery

Purpose and Intent

The agent-capability-discovery skill is the "brain" of a multi-agent system. It allows an agent to self-reflect and understand what tools and expertises are available within its environment by indexing all skill.yaml files.

When to Use

• System Initialization: Run this when an agent starts up to populate its internal tool list.
• Routing Decisions: Use this when a master agent receives a complex user request and needs to identify which specialized skill (e.g., hipaa-compliance-guard vs. pii-sanitizer) is best suited for the job.
• Documentation Generation: Automatically keep a "Global Skills Map" up to date for human developers.

When NOT to Use

• Skill Execution: This skill only discovers what is possible; it does not execute the other skills.
• External Tooling: It only indexes skills defined in the local repository structure.

Input and Output Examples

Input

base_directory: "."
output_format: "markdown"

Output

A markdown table or JSON object listing all discovered skills, their descriptions, and their primary capabilities.

Error Conditions and Edge Cases

• Broken YAML: If a skill.yaml is malformed, the discovery tool will skip that directory and report a warning.
• Circular Dependencies: This tool does not handle execution dependencies, only discovery.

Security and Data-Handling Considerations

• Metadata Only: The tool only reads the definition files; it never touches actual source code or data unless instructed by the indexed skills themselves.
• Local Scope: Discovery is confined to the provided root directory to prevent directory traversal attacks.