pr-comment-analyzer

Classify GitHub or GitLab review comments as actionable, non-actionable, or ambiguous.

1|Updated Mar 19, 2026

Search Tags:#github #analysis #debate #gitlab #pr #comment #reply

One-click install

npx skills add https://github.com/basilebong/basile-cc-marketplace --skill pr-comment-analyzer

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: pr-comment-analyzer
Source: https://github.com/basilebong/basile-cc-marketplace/tree/main/plugins/pr-comment-analyzer/skills/pr-comment-analyzer
Command: npx skills add https://github.com/basilebong/basile-cc-marketplace --skill pr-comment-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It streamlines the tedious process of reviewing, classifying, and responding to pull‑request or merge‑request review comments, saving developers time and ensuring consistent, courteous replies.

Core Features & Use Cases

Automated triage: Classifies comments into obvious fixes, obvious skips, or ambiguous items that need deeper discussion.
Devil's‑advocate debate: Runs a two‑agent debate on ambiguous comments to reach a reasoned verdict of FIX or SKIP.
Reply generation: Produces brief, conversational reply drafts for every comment based on the final verdict.

Quick Start

Ask the pr-comment-analyzer skill to review the comments on PR #42 and suggest replies.

Frequently Asked Questions about pr-comment-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate pull request comment triage on GitHub?▼

Automate pull request comment triage by classifying GitHub review comments into actionable fixes, skips, or ambiguous items. The analyzer fetches comments via CLI tools and runs a two-agent devil's-advocate debate on ambiguous feedback to reach a reasoned verdict.

How does the devil's-advocate debate work for ambiguous code review comments?▼

The devil's-advocate debate runs a two-agent discussion on ambiguous code review comments to evaluate opposing viewpoints. This mechanism reaches a reasoned verdict of FIX or SKIP, ensuring ambiguous feedback receives deeper analysis before generating a reply draft.

Can I use this PR comment analyzer with GitLab merge requests?▼

Yes, this PR comment analyzer works with GitLab merge requests. It applies the same triage, devil's-advocate debate, and reply generation workflows to both GitHub pull requests and GitLab merge requests during code review.

What's the best way to draft concise replies to code review comments?▼

The best way to draft concise replies is to use automated triage and debate to classify comments first. The analyzer produces brief, conversational reply drafts for every comment based on the final FIX or SKIP verdict, ensuring consistent and courteous responses.

Do I need CLI tools to fetch GitHub PR comments for analysis?▼

Yes, you need CLI tools to fetch GitHub PR comments for analysis. The workflow requires fetching comments via command-line interfaces before running the triage classification and devil's-advocate debate to generate reply drafts.

Why does automated PR triage classify comments as ambiguous?▼

Automated PR triage classifies comments as ambiguous when feedback lacks clear actionable intent. These ambiguous items trigger a two-agent devil's-advocate debate to evaluate the comment thoroughly and reach a reasoned verdict of FIX or SKIP.