What problem does it solve? Keeping a personal research system's search priorities aligned with changing interests requires manually editing configuration files, which is error-prone and tedious. This Skill translates natural-language requests like "shift focus to X" or "pause research on Y" into validated updates to the search configuration. ## Core Features & Use Cases - Intent Parsing: Maps phrases like "focus more on", "less on", "pause", "resume", and "stop looking for" to concrete cluster weight and status changes. - Cluster Management: Creates new search clusters with domain, terms, weight, and status, or updates existing ones in search-seeds.json. - Confirmation & Audit Trail: Shows current cluster state, proposes changes for confirmation before applying, and logs an update_search_pattern event for traceability. - Use Case: A user researching multiple domains says "less research on crypto, add a search cluster for local-first sync engines" — the Skill lowers the crypto cluster weight, creates the new cluster, validates the JSON, and logs the change. ## Quick Start Tell the agent to shift research focus toward a new topic and reduce priority on an existing cluster, then confirm the proposed changes.
