Prioritize code review effort by scoring blast radius across .NET changes.
npx skills add https://github.com/shahdanish/vibepos --skill 80-20-review-shahdanish
Please help me install this Agent Skill. Skill: 80-20-review Source: https://github.com/shahdanish/vibepos/tree/main/skills Command: npx skills add https://github.com/shahdanish/vibepos --skill 80-20-review-shahdanish
This Skill helps you review code with limited time by concentrating effort on the smallest set of changes most likely to cause production failures, security incidents, or hard-to-debug behavior.
Use the 80-20-review skill to review a pull request by running the checkpoint checklist and focusing first on data access, auth boundaries, concurrency, and integration points.
High-intent search queries and answers about installing and using this skill.
Prioritize code review by calculating a blast-radius score for each change to set review depth, focusing on data access, security, concurrency, and integration boundaries before reading line-by-line. This ensures the highest-risk defects are caught first.
Blast-radius scoring assesses the potential impact of a change—critical, high, medium, or low—to determine how deeply you review. Critical-path changes to data access or concurrency receive deeper checks than low-impact modifications.
Run a pre-PR checkpoint checklist that batches critical checks for concurrency and data access boundaries. Use MCP-first diagnostics and antipattern detection to map test coverage and identify dead code before manual review.
Yes, the checkpoint-based review supports architecture reviews and integration validation by focusing effort on external integrations and message consumers. It schedules self-review, deeper pre-PR review, and production-readiness checks.
The best way to reduce production defects with limited time is to concentrate review effort on the smallest set of changes most likely to cause failures. Apply a critical-path batch checklist targeting security, concurrency, and data access.
You should not use blast-radius guided review when a pull request contains only low-impact changes with no data access, security, concurrency, or integration boundary modifications, as the scoring will not yield actionable prioritization.
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