What frameworks does this skill support?

It is framework-agnostic but is particularly effective for rapidly changing ecosystems like React, Next.js, and modern TypeScript libraries where versions matter.

Does it provide citations for its recommendations?

Yes, whenever a fix is verified via web search, the skill includes links to the official documentation or high-trust community sources used for validation.

Why does this skill require web searches for every finding?

Web searches ensure that code reviews are based on current documentation and the latest best practices, rather than potentially outdated AI training data.

Can this skill be used for security audits?

Yes, it specifically verifies security claims against the latest advisories and suggests updated remediation patterns based on current industry standards.

How does it handle conflicting information between sources?

The skill prioritizes official documentation (Tier 1) and flags conflicts between web sources and existing codebase patterns for manual review instead of silently choosing one.

PR Review Validation Expert

Name: PR Review Validation Expert
Author: inkeep

byinkeep

•

协作工具

Validates pull request findings and suggested fixes using real-time web searches to ensure accuracy against current best practices.

This skill acts as a rigorous quality gate for AI-driven code reviews by mandating external verification for every finding and suggestion. It prevents outdated advice by checking framework versions, API changes, and community consensus via real-time web searches, then calibrates confidence levels based on the quality of the evidence found. It is particularly useful for teams working with rapidly evolving ecosystems like React, Next.js, or Zod, where internal model knowledge might be superseded by the latest releases.

主要功能

01Mandatory web-search verification for every code finding and fix

02Automated source citation for suggested code remediations

03Tiered source evaluation prioritizing official documentation

04Evidence-based confidence calibration for all suggestions

053 GitHub stars

06Version-specific API and framework directive checking

使用场景

01Ensuring PR reviews account for the latest library deprecations and API changes

02Validating security advisories against current CVEs and remediation patches

03Verifying that new architectural patterns match current framework recommendations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add inkeep/team-skills pr-review-check-suggestion

For use in Claude.ai and ChatGPT

Download Skill