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Every investigation leaves a trail of artifacts—SQL queries, notebooks, charts, and sampling notes. SkoutLab bundles those files into Evidence Packages so teams can review or re-run the work without digging through the UI. Use this page to understand how to grab the package you need.

Access a Package

From any report:
1

Open a finding

Click a hypothesis card to expand its drawer.
2

Review evidence

Scroll past the narrative until you reach the evidence attachments section.
3

Download

Choose Download Evidence Package to grab a zip of everything created for that hypothesis.
Packages download instantly so you can attach them to tickets, upload to shared drives, or archive for audit purposes.

What’s Inside

ItemDescription
notebooks/analysis.pyGenerated Python notebook or script used to validate the hypothesis.
charts/*.pngHigh-resolution PNG exports for every visualization referenced in the report.
summary.mdMarkdown description of the finding, metrics, and confidence level.
data-samples.csvAnonymized sample rows that back up the insight.
Each file is labeled with the analysis ID and hypothesis ID so you can trace it back to the original run.

APIs for Automation

  • Charts API/api/charts/... streams chart images for embedding elsewhere.
  • Evidence Files API/api/workspace-files/... lists the generated notebooks or scripts.
  • Evidence Package API/api/evidence-package/... zips and serves the entire artifact set.
All endpoints enforce X-User-ID headers for ownership checks, so only the creator (or an explicitly shared account) can fetch these assets.

When It Helps

Audit & Compliance

Keep the evidence zip as proof of how the KPI or report was produced.

Data Team Handoffs

Share the notebook/SQL so engineers can productionize the logic.

Manual Deep-Dives

Pull everything locally if you want to rerun or extend the experiment.

Tips

  • Each hypothesis has its own package—download only what your workflow needs.
  • Files stick around for the lifetime of the analysis; deleting the report removes the associated evidence immediately.
  • Use the APIs above if you want to mirror packages into your own storage bucket.
Ready to keep agents working continuously? Jump to Automation & Scheduled Analyses →