data-scraper-intent SKILL.md skillA
data-scraper-intent from kennyzir/7deer_skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kennyzir/7deer_skills/data-scraper-intent@git:20260116.d3a8dc0Pins git:20260116.d3a8dc0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kennyzir/7deer_skills
- Path
data-scraper-intent/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260116.d3a8dc0, committed Jan 16, 2026
- Size
- 1,725 bytes
- Repository stars
- 336
- License
- MIT
A toolkit for web data extraction and search intent analysis. Includes patterns for handling lazy-loaded content and LLM prompts for classifying search keywords.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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) …
Read the whole file at its exact version.
How to install
mdr add kennyzir/7deer_skills/data-scraper-intent@sha256:0b0d9d1830072a2aThe line at the top of this page pins the label git:20260116.d3a8dc0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3fmqhhjnvwuu5rq6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1725 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kennyzir/7deer_skills · 336 stars · license MIT · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3fmqhhjnvwuu5rq6 GET https://markdownregistry.com/api/v1/resolve?ref=kennyzir/7deer_skills/data-scraper-intent GET https://markdownregistry.com/api/v1/blob/0b0d9d1830072a2abc80401953e3b0706e4ccecea5085e0c0de4daf47879ef7d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.