Scan reports · github/awesome-copilot
arize-evaluator: scan report
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and continuous monitoring.… An automated scan of this public skill from github/awesome-copilot: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
66/100 · grade D
github/awesome-copilot/skills/arize-evaluator at cb64ad1
Spec 25 · Efficiency 3 · Clarity 23 · Security 15 (each out of 25)
Always loaded 117 tokens · on trigger 7,896 · on demand 1,527
eff/body-tokenswarn · SKILL.md~7896 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.sec/persistencewarn · references/ax-profiles.md:88Installs persistence or edits shell/agent config.eff/body-lineswarn · SKILL.mdSKILL.md body is 666 lines; keep it under 500 and move detail into reference files.eff/orphan-fileinfo · references/ax-profiles.mdreferences/ax-profiles.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/ax-setup.mdreferences/ax-setup.md is never mentioned in SKILL.md, so the agent won't know to read it.clarity/vagueinfo · SKILL.md4 vague phrases (etc, best practices). Replace with concrete thresholds.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | github/awesome-copilot |
| Skill folder | skills/arize-evaluator |
| Stars | 40,087 |
| License | MIT |
| Commit scanned | cb64ad1 |
| Scanned | 2026-10-16 |
| Files | 3 |
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For maintainers
Badge for the README
If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.
[](https://proskills.dev/reports/github-arize-evaluator)
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FAQ
Questions
- Is arize-evaluator safe to install?
- No critical findings, some security notes. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit cb64ad1 on 2026-10-16. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
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