caveman-review

Generate one-line code review comments with location, severity, problem, and fix.

Updated Jul 2, 2025
One-click install
npx skills add https://github.com/junechen7414/SpringBoot --skill caveman-review-junechen7414
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: caveman-review
Source: https://github.com/junechen7414/SpringBoot/tree/main/.agents/skills/caveman-review
Command: npx skills add https://github.com/junechen7414/SpringBoot --skill caveman-review-junechen7414

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you write concise, high-signal code review comments without extra phrasing, so findings are faster to scan and easier to act on.

Core Features & Use Cases

  • One-line review comments: Produces findings in a strict location, severity, problem, fix format.
  • Signal over noise: Removes hedging, praise, and restatements, keeping attention on concrete issues and fixes.
  • Adaptive clarity: Stays terse for routine review notes but expands when the context calls for more explanation, such as security or architectural concerns.

Quick Start

Ask the assistant to review the current code changes and return one-line PR comments only.

Frequently Asked Questions about caveman-review

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

FAQPage Schema
How do I generate concise code review comments for a pull request diff?

Concise code review comments for a pull request diff are generated in a strict one-line format containing location, severity, problem, and fix. This format removes hedging and praise, keeping attention on concrete issues and actionable fixes.

What is the standard format for automated PR comments to ensure high signal over noise?

The standard format for automated PR comments to ensure high signal over noise is a strict one-line structure: location, severity, problem, and fix. This eliminates restatements and hedging, ensuring findings are faster to scan and easier to act on.

Can I use automated code review to find bugs and assign severity labels in changed code?

Yes, automated code review can find bugs and assign standardized severity labels in changed code. It covers bug hunting, risk spotting, nitpicks, and clarification questions while requiring exact line references for each finding.

How do I write code review comments that require exact line references without including approval text?

Code review comments requiring exact line references without approval text are produced by enforcing an output-only response format. The strict one-line structure of location, severity, problem, and fix ensures findings stay terse without adding linting or approval text.

Does one-line code review formatting work for complex security or architectural concerns?

One-line code review formatting adapts to complex security or architectural concerns by expanding the explanation within the structured format. It stays terse for routine review notes but provides necessary clarity when the context calls for more explanation.

When should I avoid using strict one-line formats for pull request comments?

You should avoid using strict one-line formats for pull request comments when you need to perform linting or require approval text, as this approach enforces output-only responses without approval text or linting capabilities.