Scan reports · coreyhaines31/marketingskills
ai-seo: scan report
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,'… An automated scan of this public skill from coreyhaines31/marketingskills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
73/100 · grade C
coreyhaines31/marketingskills/skills/ai-seo at 365b412
Spec 13 · Efficiency 14 · Clarity 21 · Security 25 (each out of 25)
Always loaded 253 tokens · on trigger 8,656 · on demand 33,307
eff/body-tokenswarn · SKILL.md~8656 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.spec/broken-refwarn · SKILL.md:39References .agents/product-marketing.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:39References .claude/product-marketing.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:39References product-marketing-context.md, which isn't in the skill folder.clarity/outputwarn · SKILL.mdDoesn't say what the result should look like. Add an Output section.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | coreyhaines31/marketingskills |
| Skill folder | skills/ai-seo |
| Stars | 55,077 |
| License | MIT |
| Commit scanned | 365b412 |
| Scanned | 2026-10-16 |
| Files | 17 |
ProSkills doesn't host or redistribute this skill. Get it from its repository, and check the license before reusing it. Something wrong here? Open an issue for a rescan or removal.
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/coreyhaines31-ai-seo)
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FAQ
Questions
- Is ai-seo 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 365b412 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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