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 ItamarZand88/awesome-agent-conventions --skill geo-content-optimizergit clone --depth 1 https://github.com/ItamarZand88/awesome-agent-conventionsWrote 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/itamarzand88/awesome-agent-conventions/geo-content-optimizer)<a href="https://agentmods.dev/skills/itamarzand88/awesome-agent-conventions/geo-content-optimizer"><img src="https://agentmods.dev/badge/skills/itamarzand88/awesome-agent-conventions/geo-content-optimizer/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/itamarzand88/awesome-agent-conventions/geo-content-optimizer"><img src="https://agentmods.dev/badge/skills/itamarzand88/awesome-agent-conventions/geo-content-optimizer.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 | $0.00000 | $0.02095 |
| Opus 5.5 | $0.00000 | $0.00838 |
| Sonnet 5.5 | $0.00000 | $0.00419 |
| Haiku 4.5 | $0.00000 | $0.00210 |
Grade A, and why
geo-content-optimizer 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 1mo 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 — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
name: geo-content-optimizer description: 'Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-auditor; not for net-new drafting — use seo-content-writer. AI引用优化/GEO优化/AI搜索' version: "9.9.10" license: Apache-2.0 compatibility: "Claude Code and compatible agent-skill hosts" homepage: "https://github.com/aaron-he-zhu/seo-geo-claude-skills" when_to_use: "Use when optimizing content for AI engines like ChatGPT, Perplexity, AI Overviews, Gemini, Claude, or Copilot. Also for AI citation optimization, generative engine visibility, AI引用优化, AI搜索优化, GEO优化, or 让AI引用我." argument-hint: " [target AI engine]" metadata: author: aaron-he-zhu version: "9.9.10" geo-relevance: "high" tags: - geo - ai-seo - ai-citations - chatgpt-optimization - perplexity-optimization - google-ai-overview - gemini - generative-engine-optimization - llm-citations - quotable-content - AI引用优化 - GEO优化 - AI最適化 - AI최적화 - optimizacion-ia triggers: - "get cited by ChatGPT" - "get cited by AI" - "show up in ChatGPT answers" - "how to appear in AI answers" - "Perplexity optimization" - "AI Overview is eating my clicks" - "让AI引用我" - "AI不提我的品牌"
GEO Content Optimizer
Optimizes content for AI-generated answers and citation surfaces such as ChatGPT, Perplexity, Gemini, Claude, and AI Overviews.
What This Skill Does
Improves structure, authority signals, factual density, quotable statements, source attribution, and overall GEO readiness.
Quick Start
Optimize this content for GEO/AI citations: [content or URL]
Make this article more likely to be cited by AI systems
Write content about [topic] optimized for both SEO and GEO
Audit this content for GEO readiness and suggest improvements
AI Overview is eating clicks on 12 head queries — build a recovery plan
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.
- 1mo ago First seen · 122 lines · 0 tokens per session scan A 7522017946cc
geo-content-optimizer is a skill published in the GitHub repository ItamarZand88/awesome-agent-conventions (35 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,095 tokens. 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 2026-08-30.
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