Knowledge Refiner

This skill keeps the knowledge/ directory clean and useful.

Capabilities

1. Knowledge Consolidation

• Merges multiple markdown notes into a single structured JSON/YAML glossary.
• Removes duplicate entries and resolves conflicts.

2. Pattern Extraction

• Analyzes unstructured text in work/ or knowledge/ to extract new reusable patterns for security-scanner or iac-analyzer.

Usage

• "Refine the requirements knowledge base by merging all notes into ipa_best_practices.md."
• "Extract common error patterns from these logs and save them to knowledge/security/scan-patterns.yaml."

Knowledge Protocol

• This skill adheres to the knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.