Skill Discovery Metasystem

Holographic system for discovering skills from the claude-plugins.dev registry (36,500+ skills) using progressive disclosure, Markov-chain intent classification, and Pareto-optimal ranking.

Quick Start (Depth 0)

When invoked, follow this 4-step workflow:

1. Classify Intent - Determine user's discovery pattern (DirectQuery/TaskBased/Exploratory/MetaDiscovery)
2. Execute Search - Use appropriate strategy based on intent
3. Rank Results - Apply Pareto optimization to surface best matches
4. Present Progressively - Show top 3 skills, expand on request

Intent Classification

Analyze user input to determine search strategy using Markov chain classifier.

State Space