quodeq 0.7.0

Source code quality evaluation platform powered by AI

The quality code compass

Your guide to drive any codebase to excellence.

v0.6.2

Quodeq scans any codebase with AI and scores it across six quality dimensions — Security, Reliability, Maintainability, Performance, Flexibility, and Usability — based on ISO 25010. Get grades, find violations, fix what matters.

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Requirements

Dependency	Version
Python	3.12+	Runtime
Node.js	18+	Dashboard UI
npm	9+	Bundled with Node.js
Claude Code	latest	AI analysis engine

Install

Recommended:

pipx install quodeq

Homebrew:

brew install quodeq/tap/quodeq

pip:

pip install quodeq

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Dashboard

The Quodeq Dashboard is the recommended way to use Quodeq. It lets you launch evaluations, browse results, and track quality over time — all from a single web UI.

quodeq dashboard

Opens at http://localhost:4173 with:

• Overall grade & score — A-F letter grade, numeric score /10, trend across runs
• Dimension breakdown — individual scores per quality dimension with severity counts
• Violations explorer — drill into findings by file, principle, or CWE classification
• Top offending files — ranked list of where to focus remediation
• Run history — track how your codebase evolves over time

Click any dimension, file, or principle to explore the details.

QuodeqBar (macOS)

On macOS, QuodeqBar lives in your menu bar and manages the dashboard for you — start/stop the server, see evaluation status at a glance, and open the dashboard in one click.

CLI-only usage

You can also run evaluations directly from the terminal without the dashboard:

quodeq evaluate /path/to/project

Run quodeq evaluate --help for all options.

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The Q² Scoring Formula

Quodeq scores each principle on a 0–10 scale using four independent constraints:

1. Violation Base — hyperbolic curve where the first violations hurt most (10 / (1 + K * weighted_violations))
2. Compliance Lift — evidence of good practices fills the gap between the base and 10
3. Violation Ceiling — log₂-based cap prevents compliance from overriding significant violations
4. Severity Grade Floor — grade labels match reality (only critical violations can produce a "Critical" grade)

The final score: max(floor, min(ceiling, base + (10 - base) * lift))

Full details in src/quodeq/core/scoring/README.md.

Supported Languages

Quodeq can evaluate any codebase in any language. The AI analysis engine reads and understands code regardless of the tech stack.

How It Works

1. Detect — identifies the languages and structure of the codebase
2. Analyze — spawns an AI CLI with read-only tools to explore the code
3. Collect — findings stream as structured JSONL via tool calls
4. Score — maps findings to ISO 25010 principles with CWE classifications
5. Report — produces per-dimension reports with grades, violations, and compliance

Results are stored in ~/.quodeq/evaluations/ and persist across sessions.

CLI Reference

quodeq evaluate

Flag	Default	Description
repo	(required)	Path or URL to the repository
-o, --output	~/.quodeq/evaluations	Reports output directory
-d, --dimensions	all	Comma-separated dimensions to evaluate
--max-turns	200	Max AI conversation turns per dimension
--max-duration	1800	Max seconds per dimension

quodeq dashboard

Flag	Default	Description
--port	4173	Dashboard server port
--evaluations	~/.quodeq/evaluations	Evaluations directory
--open	true	Open browser automatically

Development

git clone https://github.com/quodeq/quodeq.git && cd quodeq
uv sync
uv run pytest

Changelog

See CHANGELOG.md for release history.

License

See LICENSE.