What problem does it solve? Teams keep answering the same failures in tickets, issues, and chat, but those answers never reach the docs, so developers keep filing tickets for errors that could be self-served. This Skill converts failure evidence into troubleshooting pages a developer finds by pasting the error string, with each page ending in the reader unblocked. ## Core Features & Use Cases - Evidence-based clustering: Runs a bundled Python script over ticket exports, issue trackers, and search logs to group records into failure clusters ranked by reader-hours unblocked per writing hour. - Structured entry authoring: Produces six-part entries (verbatim message, applies-to, cause, branched fix, confirmation signal, escape hatch) based on DITA troubleshooting topics, KCS, and Nielsen heuristic 9. - Document-versus-fix gating: Routes regressions, product defects, and non-self-serviceable failures away from docs instead of documenting bugs into permanence. - Use Case: A team with 340 support tickets runs the clustering script, merges duplicate clusters, promotes a signup-blocking failure, deletes clusters the next release eliminates, and ships verified error-reference pages wired back into the product's error output. ## Quick Start Ask the assistant to turn your exported support tickets and issue history into a ranked queue of troubleshooting pages using this skill.