eval-report SKILL.md skillA
eval-report from agentscope-ai/openjudge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentscope-ai/openjudge/eval-report@git:20260708.2151defPins git:20260708.2151def in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentscope-ai/openjudge
- Path
skills/eval_pipeline/04-eval-report/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260708.2151def, committed Jul 8, 2026
- Size
- 9,811 bytes
- Repository stars
- 1,020
- License
- Apache-2.0
Use when the user has run multiple evaluation skills and wants a comprehensive analysis — maturity assessment, cross-skill signals, trends, prioritized actions, and an executive summary. Also use when the user mentions eval health check, evaluation audit, ship readiness, evaluation maturity, or "how good is my evaluation system itself." This is a read-only analysis skill.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<HARD-GATE> NO recommendation WITHOUT statistical evidence backing it. NO "system ready" declaration WITHOUT all calibrated judges passing AND all production gates green. NO trend analysis WITHOUT at least 2 data points in history. </HARD-GATE> # 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 ## Checklist You MUST create a task for each item and complete them in order: 1. **Inventory scan** — catalog everything in eval-design.md + runs/ history 2. **Maturity assessment** — 5 dimensions × 4 levels 3. **Cross-skill signal synthesis** — consistent findings + contradictions 4. **Weakness diagnosis** — failure concentration, correlations, stratum gaps 5. **Root cause classification** — system / metric / data / unclear …
Read the whole file at its exact version.
How to install
mdr add agentscope-ai/openjudge/eval-report@sha256:0b6049612bc18d9cThe line at the top of this page pins the label git:20260708.2151def, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2ywfzy5ai6xvybcx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 8, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9811 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agentscope-ai/openjudge · 1,020 stars · license Apache-2.0 · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2ywfzy5ai6xvybcx GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/eval-report GET https://markdownregistry.com/api/v1/blob/0b6049612bc18d9cccacbbeb521dfd742fccb3bd723b36592709ac0ecbe9dbb6
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from agentscope-ai/openjudge
Every file in agentscope-ai/openjudge