related-skills-surfacer

Community skill discovery works by matching your recent legal workflow activity against skill descriptions. It filters results by your practice profile and surfaces only strongly matching, non-installed skills to reduce tool-finding friction.

Yes, legal skill recommendations are non-intrusive. The system surfaces matching community skills only once via a recommendation file and stays completely silent when no strong match is found, ensuring nothing is installed automatically without your consent.

Yes, legal skill discovery filters suggestions by your practice profile. This prevents suggesting skills from the wrong domain, ensuring transactional, litigation, regulatory, or employment users only see relevant community skills.

To surface skills for AI governance, simply ask the system what community skills could help with your current task. It matches your task wording against the registry, applies a strong-match threshold, and outputs a one-time recommendation.

Workflow hooks handle skill recommendations by optionally surfacing them at the end of other plugins' workflows. When stop-hook wiring is present, the recommendation engine runs automatically after your task completes.

Community skill discovery stays silent when no strong match is found to avoid intrusive suggestions. It applies a strict matching threshold against your registry cache and only outputs a recommendation when a highly relevant skill exists.