Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add oegeyilmaz9/seo-aeo-geo-ultimate/plugin install seo-aeo-geo-ultimateWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/oegeyilmaz9/seo-aeo-geo-ultimate/seo-images)<a href="https://agentmods.dev/skills/oegeyilmaz9/seo-aeo-geo-ultimate/seo-images"><img src="https://agentmods.dev/badge/skills/oegeyilmaz9/seo-aeo-geo-ultimate/seo-images/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/oegeyilmaz9/seo-aeo-geo-ultimate/seo-images"><img src="https://agentmods.dev/badge/skills/oegeyilmaz9/seo-aeo-geo-ultimate/seo-images.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.00782 |
| Opus 5 | $0.00022 | $0.00391 |
| Sonnet 5 | $0.00009 | $0.00156 |
| Haiku 4.5 | $0.00004 | $0.00078 |
Grade A, and why
seo-images scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 42 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SEO Images
Purpose
Improve the way meaningful visual assets are understood and delivered to people and crawlers. This skill separates accessibility, rendering/performance, asset rights, and image-search discoverability instead of treating them as one score.
Read references/image-review-protocol.md before preparing a formal media recommendation.
Input gate
Require the rendered page or asset inventory, image purpose/context, source URL, intrinsic dimensions/format/size, delivery behavior, locale, accessibility context, and any available field/lab evidence. Ask who owns the image/license and whether an image is content, UI decoration, hero/LCP candidate, product/media asset, or purely decorative.
Do not infer file format, dimensions, loading behavior, or user impact from a filename. Do not recommend an image or alt text without seeing its page context.
Workflow
- Inventory by purpose. Map each material image to the visible topic, page region, adjacent text/caption, owner/license, and delivery URL. Mark decorative images as decorative rather than inventing alt text.
- Review accessibility. Check meaningful alternative text, captions/nearby explanation, controls, contrast/legibility where text is embedded, and responsive mobile rendering. Alt text explains the image’s purpose in context; it is not a keyword field.
- Review delivery. Inspect dimensions, responsive candidates, intrinsic width/height or aspect-ratio reservation, loading priority, lazy loading behavior, cache/CDN policy, and actual LCP/CLS/interaction evidence when available. A newer format is not automatically an improvement; evaluate support, source quality, byte savings, and visual fidelity.
- Review discovery/metadata. Check whether significant images are reachable in rendered content and whether page context, canonical URLs, structured data, and image sitemap use are truthful and relevant. Route structured data to
seo-schemaand sitemap changes toseo-sitemap. - Plan safe changes. For each action name the asset/template scope, owner, accessibility/content review, visual QA, performance test, approval, and rollback. Send systemic delivery changes through
seo-action-plan.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 42 lines · 44 tokens per session scan A 60d78e257500
seo-images is a skill published in the GitHub repository oegeyilmaz9/seo-aeo-geo-ultimate (2 stars, last pushed 23d ago), licensed Apache-2.0. It adds 44 tokens to every session and 782 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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