candid

Candid

A coding-agent plugin for configurable code reviews that combine thoroughness with actionable feedback. Runs on Claude Code and Codex CLI from the same install. Based on Kim Scott's Radical Candor framework: Care Personally + Challenge Directly.

Overview

Candid provides AI-powered code reviews that catch issues before production while teaching you better patterns. Choose between Harsh (brutal honesty) or Constructive (caring + challenging) tone. Define project-specific standards in Technical.md that get enforced automatically. Every issue comes with concrete fixes rated by confidence level.

Core Workflow

The review process follows these steps:

1. Run /candid-review on your changes
2. Select your preferred tone (Harsh or Constructive)
3. Candid reviews with full architectural context
4. Get categorized issues with actionable fixes
5. Select which issues to track as todos
6. Apply fixes and optionally auto-commit

Key Features

• Configurable Tone - Harsh (brutal honesty) or Constructive (caring + challenging)
• Technical.md Support - Define and enforce project-specific coding standards
• Focus Modes - Target reviews on security, performance, architecture, or edge cases
• Actionable Fixes - Every issue includes concrete code with confidence ratings
• Re-Review - Track progress on fixes across review sessions
• Auto-Commit - Automatically commit applied fixes with detailed messages
• Todo Integration - Convert issues to tracked todos with multi-select
• Issue Categorization - Organized by severity (Critical → Architectural)
• Context Optimization - Audit and optimize token usage for leaner, deeper reviews
• Live Browser QA - Drive a real Chrome session against your running app, walk it like a real user across desktop and mobile, and emit structured findings JSON ready for triage

Installation

Claude Code

npx skills add https://github.com/ron-myers/candid

Then restart Claude Code.

Codex CLI

In an interactive Codex session:

/plugins

Add the marketplace via GitHub shorthand (ron-myers/candid), install candid, then verify with /skills. Invoke skills via $skill-name mention syntax (e.g., $candid-review --harsh). See docs/codex/install.md for the full command-to-skill mapping.

Quick Start

Basic review:

/candid-review

With tone preset:

/candid-review --harsh
/candid-review --constructive

Focus on specific aspects:

/candid-review --focus security
/candid-review --focus performance

Auto-commit applied fixes:

/candid-review --auto-commit

Live browser QA pass:

/candid-chrome-qa

Drives a real Chrome session against your running app, walks it like a real user across desktop and mobile, and writes structured findings to .context/findings/<date>-<slug>.json. See Candid Chrome QA docs for the full workflow and v2.0 schema reference.

Documentation

Full documentation at www.candid.tools:

• Getting Started - Installation and first review
• Core Features - Tone selection, focus modes, Technical.md
• Team Setup - Rolling out to your team
• Custom Standards - Writing effective Technical.md rules
• Complete Reference - All configuration options and flags
• FAQ & Troubleshooting - Common issues and solutions

Technical.md

Define project-specific standards that Candid enforces during reviews. Violations appear as 📜 Standards Violation in your review.

Quick setup:

/candid-init                    # Auto-generate from codebase (thorough analysis)
/candid-init react              # React-specific standards
/candid-init minimal            # Minimal starter
/candid-init --effort quick     # Fast analysis (~30 sec)
/candid-init --effort thorough  # Deep analysis (~3-5 min, default)
/candid-init --optimize         # Run /candid-optimize after generation

Or copy a template:

cp templates/Technical-minimal.md ./Technical.md
cp templates/Technical-react.md ./Technical.md
cp templates/Technical-node.md ./Technical.md

Keep it focused: under 500 lines, verifiable rules only. Skip what your linter handles. See the Custom Standards guide for detailed guidance.

Configuration

Persist your tone preference and other settings in config files: