Use it when
- You need to turn operational fragments into a clean, repeatable local media workflow.
- You want the AI agent to normalize messy inputs without losing practical context.
- You need output that can move straight into publishing, CRM, or internal follow-up review.
What you need before running it
Raw items, relationship context, deadlines, owner notes, and any required format.
Known duplicates, exclusions, and sensitive details.
The final channel where the output will be used.
What comes out
- A structured working draft with duplicate handling, gaps, and next actions.
- Internal notes separated from publishable or sendable language.
- A short checklist for the operator to approve before use.
What’s in the package
SKILL.mdexamples/worked-example.mdreferences/quality-checks.mdtemplates/operator-worksheet.mdThe archive also includes a manifest with version, checksum, compatibility, category, and package metadata.
Quality gates
- Duplicates removed and gaps named.
- Private information kept out of public-facing output.
- Next human action is explicit.
Compatibility checked
Codex, Claude
Compatibility is published only after package structure and ordinary read-path checks.