If the user's intent does not match the purpose of this skill, load plugin-lifecycle to route to the right skill and process: Skill(skill="plugin-creator:plugin-lifecycle").

Agent Capability Analyzer

Overview

Description drift occurs when an agent's frontmatter description no longer matches what the agent actually does. Orchestrators use descriptions for routing decisions — stale descriptions cause misrouting. This skill collects self-reported capabilities from agents and compares them against their static frontmatter descriptions to quantify the gap.

The dataset lives in a SQLite store (agent-map.sqlite relative to $CLAUDE_PROJECT_DIR) with two fields per agent: description (from frontmatter) and capabilities (self-reported). The dump command exports both fields to JSON for analysis.

The canonical dataset location is .plugin-creator/audits/agent-map.json.

Invocation Mode

Choose invocation mode before spawning any Tasks. The routing decision is based on how many agents are being checked.