Eval Report

by agentscope-ai

Eval Report is an AI Engineering skill for Claude Code, published by agentscope-ai in OpenJudge.

797 stars64 forkson agentscope-ai/OpenJudgeAdded 2026/08/23+1% in starsRepository updated 2026/08/03

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Install in seconds

Install Eval Report

Copy Eval Report into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/04-eval-report ~/.claude/skills/04-eval-report

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/agentscope-ai/OpenJudge.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/eval_pipeline/04-eval-report/SKILL.md in agentscope-ai/OpenJudge
Installs to: ~/.claude/skills/04-eval-report
Collection: One of 18 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Eval Report does

Eval Report synthesizes evaluation runs into a maturity assessment, cross-skill signals, weaknesses, and prioritized actions. Use it for ship-readiness reviews, evaluation audits, and health checks of the eval system itself.

Eval Report is cataloged under AI Engineering on DirSkills. Eval Report comes from a repository tagged agent, agent-skills, ai-agent, alignment and evaluation.

Documentation

README

Excerpt

Eval Report

Synthesize everything from your evaluation journey into a comprehensive report. This skill is read-only — it analyzes what exists, doesn't create new graders or datasets.

When to Activate

You've run 2+ evaluation skills and want the big picture
You need to report evaluation status to non-technical stakeholders
You're making a ship/no-ship decision and need evidence
The evaluation system has been running for a while — time for a health check

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Eval Report

What else does agentscope-ai publish alongside Eval Report?
Eval Report is one of 18 skills that DirSkills catalogs from agentscope-ai/OpenJudge, the repository it ships in. Its siblings there include Align Human, Auto Arena and BibTeX Verification. Each one is a separate skill with its own page in this directory, installs the same way Eval Report does, and is maintained by agentscope-ai in that same repository. The rest of the collection is listed on the agentscope-ai/OpenJudge page.
How does Eval Report compare to other AI Engineering skills?
Eval Report ranks #1623 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Eval Report against them. Open each page to compare what they document and how they install.