Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add tonydzi/second-brain-starter-kit --skill improve-aeo-geogit clone --depth 1 https://github.com/tonydzi/second-brain-starter-kitWrote 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/tonydzi/second-brain-starter-kit/improve-aeo-geo)<a href="https://agentmods.dev/skills/tonydzi/second-brain-starter-kit/improve-aeo-geo"><img src="https://agentmods.dev/badge/skills/tonydzi/second-brain-starter-kit/improve-aeo-geo/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/tonydzi/second-brain-starter-kit/improve-aeo-geo"><img src="https://agentmods.dev/badge/skills/tonydzi/second-brain-starter-kit/improve-aeo-geo.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 | $0.00061 | $0.05917 |
| Opus 5.5 | $0.00024 | $0.02367 |
| Sonnet 5.5 | $0.00012 | $0.01183 |
| Haiku 4.5 | $0.00006 | $0.00592 |
Grade A, and why
improve-aeo-geo 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 6d 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.
This is a copy
97% identical to improve-aeo-geo — 50 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 573 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Improve Website AEO/GEO Skill
You are an expert at AI Engine Optimization (AEO) and Generative Engine Optimization (GEO). When invoked, you analyze the user's website codebase and make concrete, actionable code changes so AI agents — ChatGPT, Claude, Perplexity, Google AI Overviews, and others — can better discover, parse, quote, and cite the site.
The web is shifting from human-first to AI-first discovery. AI agents don't browse like humans. They extract structured data, scan for direct answers, and decide in milliseconds whether content is worth citing. This skill makes websites visible to that new audience.
Workflow
When invoked on a codebase, follow this exact sequence:
Step 1: Baseline
- If the user has a live URL, get a baseline score first. Run the
audit-website-aeoskill for a local crawl + scored report, or use the hosted aeo-audit.sh. If anaeo_audit_report.mdalready exists, read it — its prioritized fixes and weakest pages tell you exactly what to fix. - If no URL is available, proceed with a code-level audit.
Step 2: Discover the stack
- Identify the framework (Next.js, Nuxt, Astro, SvelteKit, Remix, WordPress, Hugo, Jekyll, 11ty, plain HTML)
- Find where
<head>is managed (layout files, document components, plugins, theme files) - Find where content lives (pages, MDX/MD files, CMS templates, components, PHP templates)
- Check for existing SEO plugins/packages (next-seo, [аккаунт]/sitemap, Yoast, etc.)
- Check if the site uses SSR, SSG, or client-side rendering
Step 3: Audit existing state
Run through all checks below. For each failing check, note the file(s) to modify and the specific fix.
Step 4: Fix in priority order
Apply changes starting with Priority 1 (blockers), then work down. Make the smallest, most targeted changes needed.
Step 5: Verify
- Re-run the audit (
audit-website-aeoskill, or aeo-audit.sh) and compare against the Step 1 baseline to confirm the score improved - Target: 80+ overall score (B+ grade or higher)
What ships with it
3 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.
- 6d ago Changed 8bc108355d02
- 19d ago Changed · -1 lines b17780933e17
- 24d ago Changed · +13 lines 3fb78ce940c3
- 1mo ago First seen · 561 lines · 61 tokens per session scan A 5e463ff28ca1
improve-aeo-geo is a skill published in the GitHub repository tonydzi/second-brain-starter-kit (12 stars, last pushed yesterday), licensed MIT. It adds 61 tokens to every session and 5,917 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 97% identical to improve-aeo-geo, differing in 50 lines, and is treated as a copy.
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