Marketing Os
Yuzzyuk/marketing-os
A complete marketing department in one skill. An agent skill from Yuzzyuk/marketing-os.
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Install Geo Fundamentals
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wasp-lang/wasp geo-fundamentals --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .claude/skills/geo-fundamentals && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .claude/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentalsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wasp-lang/wasp geo-fundamentals --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .agents/skills/geo-fundamentals && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .agents/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wasp-lang/wasp geo-fundamentals --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .cursor/skills/geo-fundamentals && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .cursor/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wasp-lang/wasp.git --path web/.claude/skills/geo-fundamentals--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wasp-lang/wasp geo-fundamentals --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .gemini/skills/geo-fundamentals && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .gemini/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wasp-lang/wasp geo-fundamentalsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .github/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .github/skills/geo-fundamentals && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .github/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wasp-lang/wasp --skill geo-fundamentals -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wasp-lang/wasp geo-fundamentals --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wasp-lang/wasp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/web/.claude/skills/geo-fundamentals .opencode/skills/geo-fundamentals && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "geo-fundamentals" agent skill from https://github.com/wasp-lang/wasp/tree/main/web/.claude/skills/geo-fundamentals into .opencode/skills/geo-fundamentals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-fundamentals", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
geo-fundamentals- GitHub stars
- 19k
- Used in
- 9 other repos
- Token cost
- ~861 tokens
- SKILL.md length
- 326 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
- Works in 9 steps: What is GEO? → AI Engine Landscape → RAG Retrieval Factors → …
- Tasks that involve AI search optimization
- SKILL.md covers 1. What is GEO?, 2. AI Engine Landscape, 3. RAG Retrieval Factors and 4. Content That Gets Cited, plus 6 more sections
- Runs Python scripts from its folder; calls python
What it does
Geo Fundamentals is an agent skill from wasp-lang/wasp. Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/geo_checker.py`).
It sits in Marketing & SEO, covering AI search optimization and Web search. It works with OpenAI and Perplexity. The repository describes itself as: The batteries-included full-stack framework for the AI era. Develop JS/TS web apps (React, Node.js, and Prisma) using declarative code that abstracts away complex full-stack… The licence is MIT.
When your agent uses it
- Tasks that involve AI search optimization
- Tasks that involve Web search
Example prompts
- “/geo-fundamentals”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Read, Glob, Grep
Workflow steps
9 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 3a90061. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Geo Fundamentals loads about 861 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 326 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from wasp-lang/wasp at commit 3a90061, republished under its MIT licence (© wasp-lang). 326 words, ~861 tokens.
Download SKILL.mdSave it as
.claude/skills/geo-fundamentals/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- geo-fundamentals
- description
- Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
- allowed-tools
- Read, Glob, Grep
GEO Fundamentals
Optimization for AI-powered search engines.
1. What is GEO?
GEO = Generative Engine Optimization
| Goal | Platform |
|---|---|
| Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini |
SEO vs GEO
| Aspect | SEO | GEO |
|---|---|---|
| Goal | #1 ranking | AI citations |
| Platform | AI engines | |
| Metrics | Rankings, CTR | Citation rate |
| Focus | Keywords | Entities, data |
2. AI Engine Landscape
| Engine | Citation Style | Opportunity |
|---|---|---|
| Perplexity | Numbered [1][2] | Highest citation rate |
| ChatGPT | Inline/footnotes | Custom GPTs |
| Claude | Contextual | Long-form content |
| Gemini | Sources section | SEO crossover |
3. RAG Retrieval Factors
How AI engines select content to cite:
| Factor | Weight |
|---|---|
| Semantic relevance | ~40% |
| Keyword match | ~20% |
| Authority signals | ~15% |
| Freshness | ~10% |
| Source diversity | ~15% |
4. Content That Gets Cited
| Element | Why It Works |
|---|---|
| Original statistics | Unique, citable data |
| Expert quotes | Authority transfer |
| Clear definitions | Easy to extract |
| Step-by-step guides | Actionable value |
| Comparison tables | Structured info |
| FAQ sections | Direct answers |
5. GEO Content Checklist
Content Elements
- Question-based titles
- Summary/TL;DR at top
- Original data with sources
- Expert quotes (name, title)
- FAQ section (3-5 Q&A)
- Clear definitions
- "Last updated" timestamp
- Author with credentials
Technical Elements
- Article schema with dates
- Person schema for author
- FAQPage schema
- Fast loading (< 2.5s)
- Clean HTML structure
6. Entity Building
| Action | Purpose |
|---|---|
| Google Knowledge Panel | Entity recognition |
| Wikipedia (if notable) | Authority source |
| Consistent info across web | Entity consolidation |
| Industry mentions | Authority signals |
7. AI Crawler Access
Key AI User-Agents
| Crawler | Engine |
|---|---|
| GPTBot | ChatGPT/OpenAI |
| Claude-Web | Claude |
| PerplexityBot | Perplexity |
| Googlebot | Gemini (shared) |
Access Decision
| Strategy | When |
|---|---|
| Allow all | Want AI citations |
| Block GPTBot | Don't want OpenAI training |
| Selective | Allow some, block others |
8. Measurement
| Metric | How to Track |
|---|---|
| AI citations | Manual monitoring |
| "According to [Brand]" mentions | Search in AI |
| Competitor citations | Compare share |
| AI-referred traffic | UTM parameters |
9. Anti-Patterns
| ❌ Don't | ✅ Do |
|---|---|
| Publish without dates | Add timestamps |
| Vague attributions | Name sources |
| Skip author info | Show credentials |
| Thin content | Comprehensive coverage |
Remember: AI cites content that's clear, authoritative, and easy to extract. Be the best answer.
Script
| Script | Purpose | Command |
|---|---|---|
scripts/geo_checker.py | GEO audit (AI citation readiness) | python scripts/geo_checker.py <project_path> |
© wasp-lang, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in web/.claude/skills/geo-fundamentals of wasp-lang/wasp.
- SKILL.md
- scripts/geo_checker.py
Open the folder on GitHubat commit 3a90061
Used in 9 other repositories
We found 18 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 9 other GitHub owners. This page covers the copy in wasp-lang/wasp, which our catalogue first saw on October 7, 2026.
- xenitV1/Antigravity-Workflowsskills/geo-fundamentals
- davila7/claude-code-templatescli-tool/components/skills/utilities/geo-fundamentals
- aiskillstore/marketplaceskills/sickn33/geo-fundamentals
- sickn33/agentic-awesome-skillsskills/geo-fundamentalsplugins/agentic-awesome-skills/skills/geo-fundamentals+1 more
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/geo-fundamentals
- agent-skills-hub/agent-skills-hubskills/geo-fundamentals
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/geo-fundamentalsantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/geo-fundamentals+1 more
- benjaminasterA/antigravity-awesome-skillsskills/geo-fundamentals
- henryalouf/ruflow.agents/skills/geo-fundamentals.agents/skills/antigravity-awesome-skills/skills/geo-fundamentals+4 more
Compare with similar skills
Geo Fundamentals next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Geo Fundamentals this skillwasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Marketing OsYuzzyuk/marketing-os | 540 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Geoliangdabiao/GEO-Content-Optimizer-Skill | 205 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Geo Optimizerliangdabiao/GEO-Content-Optimizer-Skill | 205 | — | ~1.1k | Automated safety check: Pass | None | |
| SEO Auditshadcn-labs/agentcn | 490 | — | ~598 | Automated safety check: Pass | MIT | |
| AI Traffic Trackingkostja94/marketing-skills | 1k | — | ~959 | Automated safety check: Pass | MIT |
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Geo
liangdabiao/GEO-Content-Optimizer-Skill
完整的 GEO（生成式引擎优化）服务流水线：给一个产品官网 URL 和介绍材料， 做站点诊断与 AI 答案采样、生成带验收标准的执行工单、产出可直接部署的资产 （llms.txt / JSON-LD / 定义块 / FAQ / 内容大纲与初稿）、自动验收工单是否闭环、 并打包成可直接发给客户的交付物。可按周期复跑，做长期 GEO 运营与月报。
Geo Optimizer
liangdabiao/GEO-Content-Optimizer-Skill
GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。
SEO Audit
shadcn-labs/agentcn
How to present the deterministic AI-SEO audit returned by auditpage.
AI Traffic Tracking
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When the user wants to track AI search traffic in GA4 or GSC.
Geo Optimizer
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生成式引擎优化专家，分析和优化内容在 AI 搜索引擎（ChatGPT、Claude、Perplexity、Google SGE）中的可见性和引用率。
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Transfer a blog post from Notion to the Wasp blog. An agent skill from wasp-lang/wasp.
Wasp Review
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Related
Works with
Categories
Questions about Geo Fundamentals
What does Geo Fundamentals do?
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). Geo Fundamentals is an agent skill from wasp-lang/wasp. Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
When should I use Geo Fundamentals?
Geo Fundamentals fits situations like: tasks that involve AI search optimization; tasks that involve Web search.
How do I install Geo Fundamentals in Claude Code?
Run `npx skills add wasp-lang/wasp --skill geo-fundamentals -a claude-code`. Or copy the skill folder (web/.claude/skills/geo-fundamentals in wasp-lang/wasp) into .claude/skills/geo-fundamentals in your project. Claude Code loads it when a task matches its description.
How do I install Geo Fundamentals in Codex?
Run `npx skills add wasp-lang/wasp --skill geo-fundamentals -a codex`. Or copy the skill folder (web/.claude/skills/geo-fundamentals in wasp-lang/wasp) into .agents/skills/geo-fundamentals in your project. Codex loads it when a task matches its description.
Can I use Geo Fundamentals in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wasp-lang/wasp --skill geo-fundamentals -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/geo-fundamentals, .gemini/skills/geo-fundamentals, .github/skills/geo-fundamentals and .opencode/skills/geo-fundamentals in your project.
What does Geo Fundamentals need to run?
Going by SKILL.md and its folder, Geo Fundamentals needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Glob, Grep.
Does Geo Fundamentals access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Geo Fundamentals safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Geo Fundamentals use?
Geo Fundamentals is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Geo Fundamentals use?
About 861 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Geo Fundamentals?
Skills that share tags, products or a category with Geo Fundamentals: Marketing Os (Yuzzyuk/marketing-os, 540 stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars), Geo Optimizer (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars) and SEO Audit (shadcn-labs/agentcn, 490 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Geo Fundamentals?
wasp-lang (a GitHub organization) maintains it in wasp-lang/wasp, which has 18,762 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 10, 2026.
Source: wasp-lang/wasp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.