Agent skill

Data Scraper Intent

by kennyzir in kennyzir/7deer_skills

A toolkit for web data extraction and search intent analysis.

MITAuto-check passedData & Analytics

Install Data Scraper Intent

skills CLI
$ npx skills add kennyzir/7deer_skills --skill data-scraper-intent -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install kennyzir/7deer_skills data-scraper-intent --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/data-scraper-intent .claude/skills/data-scraper-intent && rm -rf skills-src

Use ~/.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/

Facts

Skill name
data-scraper-intent
GitHub stars
322
Token cost
~432 tokens
SKILL.md length
193 words
Files
3
Skills in repo
33
Repo updated
First seen
Licence
MIT

At a glance

A toolkit for web data extraction and search intent analysis.

  • Works in 2 steps: Data Extraction Patterns → Intent Analysis
  • Tasks that involve Web scraping
  • SKILL.md covers Resources Included, Usage and Example Workflow (Trend to Page)
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Data Scraper Intent is an agent skill from kennyzir/7deer_skills. A toolkit for web data extraction and search intent analysis. Includes patterns for handling lazy-loaded content and LLM prompts for classifying search keywords.

Its SKILL.md is about 430 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `resources/intent_prompts.md` and `resources/scraping_patterns.md`).

It sits in Data & Analytics, covering Web scraping and Keyword research. The repository describes itself as: Composable, auditable Agent Skills for building Roblox game sites—from opportunity and keyword research to content, SEO, updates, and backlinks. The licence is MIT.

When your agent uses it

  • Tasks that involve Web scraping
  • Tasks that involve Keyword research

Example prompts

  • “/data-scraper-intent”

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. Data Extraction Patterns
  2. Intent Analysis

What it can do on your machine

Read from SKILL.md and the folder at commit 32a6881. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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

Data Scraper Intent loads about 432 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 193 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~432

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from kennyzir/7deer_skills at commit 32a6881, republished under its MIT licence (© kennyzir). 193 words, ~432 tokens.

Download SKILL.mdSave it as .claude/skills/data-scraper-intent/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
data-scraper-intent
description
A toolkit for web data extraction and search intent analysis. Includes patterns for handling lazy-loaded content and LLM prompts for classifying search keywords.

Data Scraper & Intent Analyzer

This skill provides reusable patterns and prompts for two common SEO/data tasks:

  1. Web Data Extraction: Handling tricky scenarios like lazy-loaded images, Next.js Image components, and paginated content.
  2. Search Intent Classification: Using LLMs to classify keywords into actionable content categories.

Resources Included

  1. resources/scraping_patterns.md: A guide with code snippets on how to handle common web scraping challenges using Playwright/Puppeteer.
  2. resources/intent_prompts.md: Ready-to-use LLM prompts for classifying search keywords.

Usage

1. Data Extraction Patterns

Review resources/scraping_patterns.md when you need to extract data from:

  • Websites using lazy-loading for images (e.g., loading="lazy", IntersectionObserver).
  • Next.js apps using <Image> component (srcset, blur placeholders).
  • Sites with infinite scroll or "Load More" buttons.
2. Intent Analysis

Copy the prompts from resources/intent_prompts.md and use them with your LLM of choice (GPT-4, DeepSeek, Claude) to classify keywords from Google Trends, SEMrush, or Ahrefs.

Example Workflow (Trend to Page)

  1. Input: A list of rising keywords from Google Trends.
  2. Step 1: Use the "Keyword Intent Classifier" prompt to categorize them.
  3. Step 2: For "Informational" intents, create guide pages.
  4. Step 3: For "Transactional" intents, create tool pages.
  5. Output: A prioritized list of pages to create.

© kennyzir, 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 2 other files in data-scraper-intent of kennyzir/7deer_skills.

  • SKILL.md
  • resources/intent_prompts.md
  • resources/scraping_patterns.md

Open the folder on GitHubat commit 32a6881

Compare with similar skills

Data Scraper Intent 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.

Data Scraper Intent compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Scraper Intent this skillkennyzir/7deer_skills322—~432Automated safety check: PassMIT
Axyusukebe/ax7191 repos~918Automated safety check: PassMIT
SEO DataforseoAgriciDaniel/codex-seo7912 repos~4.6kAutomated safety check: PassMIT
Docs Managementxiaoyuge886/aigc198—~7.8kAutomated safety check: NotesMIT
Meowhub Browserzhaojiaqi/MeowHub111—~1.6kAutomated safety check: PassGPL-3.0
Chatgpt SearchSeifBenayed/cloclo114—~1.7kAutomated safety check: NotesMIT

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Questions about Data Scraper Intent

What does Data Scraper Intent do?

A toolkit for web data extraction and search intent analysis. Data Scraper Intent is an agent skill from kennyzir/7deer_skills. A toolkit for web data extraction and search intent analysis.

When should I use Data Scraper Intent?

Data Scraper Intent fits situations like: tasks that involve Web scraping; tasks that involve Keyword research.

How do I install Data Scraper Intent in Claude Code?

Run `npx skills add kennyzir/7deer_skills --skill data-scraper-intent -a claude-code`. Or copy the skill folder (data-scraper-intent in kennyzir/7deer_skills) into .claude/skills/data-scraper-intent in your project. Claude Code loads it when a task matches its description.

How do I install Data Scraper Intent in Codex?

Run `npx skills add kennyzir/7deer_skills --skill data-scraper-intent -a codex`. Or copy the skill folder (data-scraper-intent in kennyzir/7deer_skills) into .agents/skills/data-scraper-intent in your project. Codex loads it when a task matches its description.

Can I use Data Scraper Intent 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 kennyzir/7deer_skills --skill data-scraper-intent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-scraper-intent, .gemini/skills/data-scraper-intent, .github/skills/data-scraper-intent and .opencode/skills/data-scraper-intent in your project.

What does Data Scraper Intent need to run?

SKILL.md names no scripts, command-line tools or credentials: Data Scraper Intent is instructions for the agent only.

Does Data Scraper Intent 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 Data Scraper Intent 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. Review the folder before installing.

What licence does Data Scraper Intent use?

Data Scraper Intent 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 Data Scraper Intent use?

About 432 tokens (SKILL.md is roughly 1.7k 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 Data Scraper Intent?

Skills that share tags, products or a category with Data Scraper Intent: Ax (yusukebe/ax, 719 stars), SEO Dataforseo (AgriciDaniel/codex-seo, 791 stars), Docs Management (xiaoyuge886/aigc, 198 stars) and Meowhub Browser (zhaojiaqi/MeowHub, 111 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Scraper Intent?

kennyzir (a GitHub user) maintains it in kennyzir/7deer_skills, which has 322 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on September 29, 2026.

Source: kennyzir/7deer_skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.