Scan reports · github/awesome-copilot
arize-prompt-optimization: scan report
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI.… 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
86/100 · grade B
github/awesome-copilot/skills/arize-prompt-optimization at cb64ad1
Spec 25 · Efficiency 21 · Clarity 25 · Security 15 (each out of 25)
Always loaded 105 tokens · on trigger 4,660 · on demand 1,527
sec/persistencewarn · references/ax-profiles.md:88Installs persistence or edits shell/agent config.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.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | github/awesome-copilot |
| Skill folder | skills/arize-prompt-optimization |
| 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-prompt-optimization)
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FAQ
Questions
- Is arize-prompt-optimization 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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