review-pr-diff

What problem does it solve?

Manually summarizing daily diffs of the Dutch government Polder dataset into clear, actionable pull request bodies is time-consuming and error-prone, especially when flagging high-stakes organizational changes and sensitive personal data modifications that require human review.

Core Features & Use Cases

• Organization-grouped summaries: Automatically groups all diff changes by their associated government organization for clear, contextual PR reviews.
• High-stakes change flagging: Surfaces critical changes like organization dissolutions and mandate end dates in a dedicated top-level table for immediate attention.
• Compliance and confidence tracking: Flags low-confidence LLM-generated proposals and modifications to sensitive AVG (GDPR) personal data fields for mandatory human review, with clear source citations for all changes.
• Use case: For the daily automated fetcher run of the Polder dataset, use this skill to instantly generate a PR summary that highlights the dissolution of a ministry, an ended secretary-general mandate, and any unvalidated personal data changes for compliance review.

Quick Start

Use the review-pr-diff skill on the daily generated diff.json file to produce a ready-to-use PR body for the Polder dataset update, saved directly to pr-body.md.