Scan reports · deanpeters/Product-Manager-Skills
ai-shaped-readiness-advisor: scan report
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build. An automated scan of this public skill from deanpeters/Product-Manager-Skills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
65/100 · grade D
deanpeters/Product-Manager-Skills/skills/ai-shaped-readiness-advisor at cfcb697
Spec 13 · Efficiency 5 · Clarity 22 · Security 25 (each out of 25)
Always loaded 42 tokens · on trigger 10,463 · on demand 0
eff/body-tokenswarn · SKILL.md~10463 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.eff/body-lineswarn · SKILL.mdSKILL.md body is 919 lines; keep it under 500 and move detail into reference files.spec/non-portable-keyswarn · SKILL.mdNon-spec frontmatter (argument-hint, intent, type, theme, best_for, scenarios, estimated_time). claude.ai and the Skills API reject the upload; move them under `metadata` or drop them.spec/broken-refwarn · SKILL.md:86References ../context-engineering-advisor/SKILL.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:541References ../context-engineering-advisor/SKILL.md, which isn't in the skill folder.clarity/vagueinfo · SKILL.md5 vague phrases (consider , as needed, high-quality, etc). Replace with concrete thresholds.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | deanpeters/Product-Manager-Skills |
| Skill folder | skills/ai-shaped-readiness-advisor |
| Stars | 7,498 |
| License | None stated |
| Commit scanned | cfcb697 |
| Scanned | 2026-10-19 |
| Files | 1 |
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FAQ
Questions
- Is ai-shaped-readiness-advisor safe to install?
- No known risky patterns found. 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 cfcb697 on 2026-10-19. 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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