coder_eval

Name: coder_eval Review
Item: coder_eval
Rating: 3.0
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Validates AI coding agent quality before production use through standardized benchmarks, reducing deployment risk and enabling data-driven model selection ac…

Evaluate & benchmark AI coding agents and Claude Code skills — sandboxed, reproducible YAML eval suites for Claude Code, Codex & Gemini, with A/B experiments and CI gates.

Benchmark Claude's coding performance against other AI models with reproducible test suites.
Run A/B experiments to compare different Claude Code configurations and measure improvements.
Set up CI/CD gates that automatically block deployments if Claude Code skills fall below standards.

106 starsApache-2.0 (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Validates AI coding agent quality before production use through standardized benchmarks, reducing deployment risk and enabling data-driven model selection across Claude, Codex, and Gemini implementations.

Best for

Engineering teams evaluating AI coding assistants for internal adoption or integrating multiple LLM providers with quantified performance requirements.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/UiPath/coder_eval

By UiPath

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install UiPath/coder_eval

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Help me benchmark Claude's coding performance against other AI models with reproducible test suites

CostFree

Trust Signals Auto-scanned

Stars106Last updated2026-07-23LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-07-23 · scanner v1

Community Pulse Growing

Discussed on Hacker News

Bleezer coder: 1/3 of his time spent evaluating incorrect APIs or fixing open so — Hacker News · 6 pts
Show HN: ViewCoder – Interview coder with confidence and insight — Hacker News · 2 pts
Coder_eval – an evaluation framework for CLI and Skill builders — Hacker News · 1 pts

3 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 106 GitHub stars; contributors unknown; last commit -1d ago; license Apache-2.0.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score3.00 / 5.00 UsableEvaluatedJul 2026

Scored from trust signals (evidence-eval-v1): 106 GitHub stars; contributors unknown; last commit -1d ago; license Apache-2.0.

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