related-skills-surfacer

Skill discovery for legal workflows compares your just-completed task against a community registry using keyword overlap and practice-profile fit to surface one strong, relevant match with an install command.

Recommendations for legal practice tools are filtered by a strong-match threshold that suppresses weak suggestions, surfacing at most one non-repeating match tracked via references to avoid noise.

Registry matching requires practice-profile loading as a prerequisite to filter results, so discovery will not work unless your practice profile is loaded first.

Skill discovery works passively by running at the end of other plugin workflows when hook wiring is configured, or directly via user prompts like asking if there is a community skill for the task.

Community skill surfacing stays silent when matches are weak to avoid noise, applying a strong-match threshold that limits deterministic output to a single skill name and install command.

Skill surfacing is non-repeating, tracking previously suggested items via a references file to ensure deterministic output does not resurface the same community skill twice.