# Evaluation (agent skill)

> Evaluation is an agent skill (a SKILL.md file) from muratcankoylan/Agent-Skills-for-Context-Engineering. It should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and. It works with Claude Code, Codex, Cursor and GitHub Copilot and has 18,216 GitHub stars across a repository of 6 listed skills.

This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and outcome measurement for agent pipelines. Evaluate agent systems differently from traditional software because agents make dynamic decisions, are non-deterministic between runs, and often lack single correct answers.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering |
| Skill path | skills/evaluation/SKILL.md |
| Skill name | evaluation |
| GitHub stars | 18,216 |
| Installs on skills.sh | 2 |
| License | MIT |
| Skills in repo | 6 |
| Plugin marketplace | context-engineering-marketplace |
| Official | no |
| Works with | Claude Code, Codex, Cursor, GitHub Copilot |
| Category | Testing & QA |
| Last commit | Oct 12, 2026 |

## When it triggers

- used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and outcome measurement for agent pipelines.

## Add this skill

### Claude Code

```sh
/plugin marketplace add muratcankoylan/Agent-Skills-for-Context-Engineering
/plugin install context-engineering@context-engineering-marketplace
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering.git
cp -r Agent-Skills-for-Context-Engineering/skills/evaluation .agents/skills/evaluation   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering.git
cp -r Agent-Skills-for-Context-Engineering/skills/evaluation .cursor/skills/evaluation   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

skills.sh listing: https://www.skills.sh/muratcankoylan/Agent-Skills-for-Context-Engineering/evaluation

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Canonical page: https://appsgit.com/skills/muratcankoylan-evaluation
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