rules-distill

Cross-skill rule distillation scans your installed skills to surface recurring patterns and converts them into formal rules for governance. It clusters related principles and drafts actionable rules with human-in-the-loop review.

The best way to identify recurring patterns is through deterministic skill scanning and cross-batch analysis. This surfaces recurring principles and clusters them into structured rule formats to ensure traceability and governance.

To convert skill patterns into formal rules, use cross-skill distillation to draft actionable rules, then apply a human-in-the-loop review process. You can then revise existing rule files or create new ones to ensure governance.

Yes, skill distillation requires command-line dependencies including jq, stat, date, grep, awk, sed, and find. These tools enable deterministic skill scanning and structured rule formatting.

You need to distill formal rules from your skill stock when you want to establish governance and traceability across your installed skills. This process identifies recurring patterns, proposes updates, and creates or revises rule files with human review.