# Github Dataforseo

> >

- **Type:** Skill
- **Install:** `agentstack add skill-avalonreset-legends-github-github-dataforseo`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [avalonreset](https://agentstack.voostack.com/s/avalonreset)
- **Installs:** 0
- **Category:** [Developer Tools](https://agentstack.voostack.com/c/developer-tools)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [avalonreset](https://github.com/avalonreset)
- **Source:** https://github.com/avalonreset/legends-github/tree/main/extensions/dataforseo/skills/github-dataforseo

## Install

```sh
agentstack add skill-avalonreset-legends-github-github-dataforseo
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# GitHub DataForSEO -- Live Search & AI Visibility Data (Extension)

Live search data via the DataForSEO MCP server. Provides real keyword volume,
SERP analysis, and AI visibility tracking for GitHub optimization decisions.

**Important:** DataForSEO measures Google web search volume and AI mentions -- NOT
GitHub's internal search or Explore algorithm. Use this data to optimize how your
repo ranks in Google results and whether AI systems cite it.

## Prerequisites

This skill requires the DataForSEO extension:
```bash
./extensions/dataforseo/install.sh
```

## Quick Reference

| Command | What it does |
|---------|-------------|
| `/github dataforseo keywords ` | Keyword ideas from seed terms |
| `/github dataforseo volume ` | Google search volume for terms |
| `/github dataforseo serp ` | What ranks for this query? |
| `/github dataforseo ai-scrape ` | Is the project mentioned by ChatGPT? |
| `/github dataforseo ai-mentions ` | LLM mention tracking across platforms |
| `/github dataforseo competitors ` | What competing projects rank for |
| `/github dataforseo trends ` | Interest trend over time |

## Commands

### keywords

Generate keyword ideas from seed terms related to the project.

**MCP tools:** `dataforseo_labs_google_keyword_suggestions`, `dataforseo_labs_google_related_keywords`

**Use for:** Discovering keyword opportunities for repo description, topics, and README content.

**Example:** `/github dataforseo keywords "react state management"`

### volume

Get actual Google search volume for specific terms.

**MCP tools:** `kw_data_google_ads_search_volume`

**Use for:** Validating which keywords are worth targeting. Higher volume = more potential traffic.

**Example:** `/github dataforseo volume "zustand,jotai,recoil,redux toolkit"`

### serp

Analyze what currently ranks for a query. Check if GitHub repos appear in results.

**MCP tools:** `serp_organic_live_advanced`

**Default parameters:** location_code=2840 (US), language_code=en

**Use for:** Understanding if GitHub repos can rank for target queries, and what the competition looks like.

**Example:** `/github dataforseo serp "best react state management library"`

### ai-scrape

Check if ChatGPT mentions your project when asked about your domain.

**MCP tools:** `ai_optimization_chat_gpt_scraper`

**Use for:** Monitoring AI visibility. If ChatGPT recommends your project, that drives adoption.

**Example:** `/github dataforseo ai-scrape "what are the best react state management libraries"`

### ai-mentions

Track LLM mentions across multiple AI platforms.

**MCP tools:** `ai_opt_llm_ment_search`

**Use for:** Cross-platform AI visibility monitoring (ChatGPT, Perplexity, Claude, etc.)

**Example:** `/github dataforseo ai-mentions "zustand"`

### competitors

Analyze what keywords competing projects rank for in Google.

**MCP tools:** `dataforseo_labs_google_ranked_keywords`

**Use for:** Finding keyword opportunities by analyzing what competing repos rank for.

**Example:** `/github dataforseo competitors "github.com/pmndrs/zustand"`

### trends

Check if interest in a technology or keyword is growing or declining.

**MCP tools:** `kw_data_google_trends_explore`

**Use for:** Validating that the project's niche is growing, not shrinking.

**Example:** `/github dataforseo trends "zustand"`

## Cross-Skill Integration

This extension enhances other skills when available:

| Skill | How DataForSEO Helps |
|-------|---------------------|
| github-seo | Real keyword volume instead of guessing, SERP validation |
| github-meta | Data-backed topic selection, validated descriptions |
| github-readme | Keyword volume data for heading optimization |
| github-empire | Niche keyword landscape, competitor analysis |
| github-audit | SEO score can reference real ranking data |

## Cost Awareness

DataForSEO charges per API call. Be efficient:
- Batch keyword volume checks (multiple keywords per call)
- Don't repeat SERP checks for the same query in one session
- Warn user before expensive operations (bulk competitor analysis)

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [avalonreset](https://github.com/avalonreset)
- **Source:** [avalonreset/legends-github](https://github.com/avalonreset/legends-github)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-avalonreset-legends-github-github-dataforseo
- Seller: https://agentstack.voostack.com/s/avalonreset
- Browse the marketplace: https://agentstack.voostack.com/browse

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