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Turn long reports into verifiable executive briefs
Produce a short brief of a long report with key claims and source locations for executive review.
Goal
Produce a short brief of a long report with key claims and source locations for executive review.
Steps
- Split the report by section and retain page or paragraph IDs; do not send an oversized report in one prompt. [source05]
- Extract conclusions, figures, limitations, and uncertainty per section, then assemble a structured brief. [source05]
- Map each brief claim to its source location and spot-check figures; remove or flag claims that cannot be traced. [source05]
How to verify
Spot-check that brief figures, conclusions, and risks map to source pages or sections, and that qualifiers were not turned into certainty.
Troubleshooting
If appendices are omitted, extract by section and retain citation mapping; remove or label claims that lack source support.
Permissions
Prerequisites
- Requires Python, Claude API, and authorized report text; preserve page or paragraph locations.
Permissions
- Uploads approved reports to the model API and writes the brief/citation map to the chosen output; confirm provider processing is allowed and confidential material is cleared.
Limitations
Follow the pinned source to reproduce the workflow; verify model outputs against source evidence and current API behavior.
Pinned upstream source
- Repository
- anthropics/anthropic-cookbook
- File path
- capabilities/summarization/guide.ipynb
- Pinned commit
9c1e493ddd2b82df399d2a61b9c806c539e18be6- Source checked
- 2026-10-14 · Reviewed against the pinned upstream source
Repository metrics
These values describe the upstream repository, not popularity or likes for an individual skill or playbook.
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License: MIT
Main topic
Turn ecommerce campaign materials into a reviewable weekly brief