Artifact Management

Use this skill when analysis outputs should persist beyond the current conversation.

When to store artifacts

Store analysis artifacts when:

• the user asks to save, export, share, cite, or reproduce an analysis
• a chart, report asset, or presentation-ready output is generated
• the analysis may be reused for a decision, review, dashboard follow-up, or external-facing answer
• the query result is non-trivial and the SQL, assumptions, or caveats matter for interpretation

Do not write files into a repository or long-lived location unless the user requested persistence or approved the destination.

What to store

Prefer storing enough context for someone to reproduce and critique the analysis later: