What problem does it solve? Teams and AI agents tend to create a new skill, rule, or memory for every request, causing asset sprawl, trigger conflicts, and unmaintainable knowledge bases. This Skill acts as a gatekeeper that decides whether an asset should be created at all before any creation happens. ## Core Features & Use Cases - Evidence Gate: Checks whether the request is backed by repeated occurrences (≥2 comparable tasks), high-cost single events, or explicit future requirements before allowing creation. - Coverage Ladder: Scans existing skills, rules, solutions, and memories in five ordered tiers to decide between reusing, fixing triggers, extending an existing asset, or creating new. - Carrier Selection: Chooses the minimal appropriate carrier (memory, rule, solution, skill, script, or expert asset pack) based on content shape. - Use Case: After solving a problem, the AI wants to call solution-capture. This Skill first verifies the evidence, finds an existing skill already covers the scenario but was never triggered, and concludes with a "fix trigger" action instead of a duplicate creation. ## Quick Start Ask the AI to run a loop-discovery routing check on whether a proposed skill, rule, or memory should be created before persisting it.
