Identify the top 3 highest-impact improvements in files touched by a diff.
npx skills add https://github.com/dirien/yet-another-agent-harness --skill scout-dirien
Please help me install this Agent Skill. Skill: scout Source: https://github.com/dirien/yet-another-agent-harness/tree/main/.claude/skills/scout Command: npx skills add https://github.com/dirien/yet-another-agent-harness --skill scout-dirien
Scout Rule — identify the top 3 highest-impact improvement opportunities in files you're already touching. Analyzes entire file content, not just changed lines. Focuses on pre-existing code quality, not PR bugs. Use when preparing a PR, during code review, or after completing a feature.
Run the scout command on your current branch to surface the top three improvement opportunities.
High-intent search queries and answers about installing and using this skill.
To identify high-impact code improvements from a git diff, analyze the entire file content rather than just changed lines. This surfaces top pre-existing quality opportunities based on impact and low risk, focusing on overall file health rather than PR bugs.
Yes, automated code review can find low-risk refactoring opportunities before creating a PR by applying a scoring model to entire file contents. This evaluates pre-existing code quality during PR preparation or after feature completion to surface top opportunities.
The best way to apply the Scout Rule for code quality is to analyze entire file contents of files touched by a diff after completing a feature. This identifies the top three improvement opportunities by scoring impact and risk, rather than just reviewing changed lines.
Diff analysis for code improvements checks the entire file content rather than only the changed lines. This approach evaluates pre-existing code quality across the full scope of touched files to surface the highest-impact opportunities during code review.
Analyzing entire file contents instead of just the diff evaluates pre-existing code quality rather than PR bugs. This approach surfaces the top three highest-impact improvement opportunities by applying a scoring model based on impact and low risk across the full file.
Run code improvement analysis during PR preparation, code reviews, or after feature completion. This timing allows you to surface the top three highest-impact opportunities in files you are already touching without disrupting the core development flow.
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