Analyze git diffs for SQL safety, LLM trust boundaries, and structural defects.
npx skills add https://github.com/ligianehua/Gstack --skill review-ligianehua
Please help me install this Agent Skill. Skill: review Source: https://github.com/ligianehua/Gstack/tree/main/review Command: npx skills add https://github.com/ligianehua/Gstack --skill review-ligianehua
Reviewing code changes before merging is critical but often misses structural issues in diffs, such as SQL safety gaps, LLM prompt safety boundaries, and potential side effects that can escape lightweight checks. This Skill automates and guides PR reviews, surfacing these risks early and suggesting concrete remediation.
Describe the PR you want to review and run /review to generate a pre-landing PR audit.
High-intent search queries and answers about installing and using this skill.
A pre-landing PR review analyzes the git diff against the base branch to surface SQL safety issues, LLM trust boundary violations, and structural defects, providing actionable remediation suggestions to ensure clean code changes.
Common PR diff risks include SQL safety gaps that can cause data leaks, LLM prompt safety boundary violations from untrusted inputs, and conditional side effects that escape lightweight checks and cause post-merge incidents.
Automate checks for structural defects by integrating a pre-landing review workflow that analyzes diffs against the base branch, categorizing findings of SQL safety and LLM trust boundary violations to guide remediation.
Yes, reviewing a PR for code quality requires access to the git diff, the base branch name, and contextual plan data to accurately categorize findings and guide the remediation workflow for structural defects.
The best way to surface risky merges is to run a pre-landing PR audit that proactively identifies structural defects in diffs and suggests concrete remediation steps to improve code quality before integration.
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