What problem does it solve? When the fux search index serves the wrong document for a question, this Skill records the question a person actually typed onto the document that truly answers it, durably fixing retrieval through committed, reviewable files. ## Core Features & Use Cases - Human corrections: Run fux correct "<question>" <doc> to append a real searcher's question to a document's enrichment file, indexed as the same ctx field. - Pinning and reaffirming: Use --pin to force one document to #1 for an exact question, --reaffirm to restore a suspended pin after the document changed, and --no-pin to drop a pin while keeping the correction. - Refusal handling: Interprets refusals such as negative corrections, PII rule matches from .fux/pii.toml, and suspended pins, and explains the right alternative (edit the document, supersede, or archive). - Use Case: A user asks "how do I roll back a release" and fux returns the wrong ADR; you propose fux correct "how do I roll back a release" docs/runbook-rollback.md so the runbook is indexed for that phrasing after fux ingest runs. ## Quick Start Ask the assistant to correct a wrong fux result by proposing the command, for example: fux served the wrong doc for "how do I roll back a release", pin it to docs/runbook-rollback.md.