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ce-code-review

Orchestrate multiple reviewer personas to surface structured findings from a diff.

10|Updated Dec 13, 2016
Search Tags:#validation#orchestration#pipeline#pr#code-review#diff-analysis#json-output
One-click install
npx skills add https://github.com/vitallium/dotfiles --skill ce-code-review-vitallium
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ce-code-review
Source: https://github.com/vitallium/dotfiles/tree/main/dot_agents/skills/ce-code-review
Command: npx skills add https://github.com/vitallium/dotfiles --skill ce-code-review-vitallium

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates multiple reviewer personas to produce a structured, actionable code review from diffs and PRs.

Core Features & Use Cases

  • Spawns stability-tested reviewer personas to analyze code changes, surface findings, and synthesize a unified report.
  • Supports agent-mode JSON output for automation and default interactive Markdown reports for human review.

Quick Start

Activate the code-review workflow on a PR or branch to emit a structured findings report.

Frequently Asked Questions about ce-code-review

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

FAQPage Schema
How do I automate code review for pull requests?▼

Automating code review for pull requests involves orchestrating multiple reviewer personas to analyze a diff and synthesize a unified report. This process surfaces structured findings directly from your PR changes.

What is diff analysis in a code review pipeline?▼

Diff analysis in a code review pipeline is the process of evaluating code changes to surface structured findings. It works by spawning reviewer personas to analyze diffs and synthesize actionable reports.

Can I get JSON output from a code review for my CI/CD pipeline?▼

You can get JSON output from a code review for your CI/CD pipeline by running the process in agent mode. This mode returns structured JSON artifacts, whereas the default mode outputs interactive Markdown for human review.

How do I run a code review on a standalone branch checkout?▼

Running a code review on a standalone branch checkout works by applying the orchestration pipeline directly to the branch diff. It analyzes the changes and produces deterministic run artifacts without needing a full pull request.

Does the code review orchestration pipeline support plan discovery?▼

The code review orchestration pipeline supports optional plan discovery before spawning reviewer personas. This allows the pipeline to map out the validation steps before analyzing the diff and generating artifacts.

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