Agent skill

Data Feeds

by davila7 in davila7/claude-code-templates

Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more.

MITAuto-check passedMarketing & SEO

Install Data Feeds

skills CLI
$ npx skills add davila7/claude-code-templates --skill data-feeds -a claude-code

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

GitHub CLI
$ gh skill install davila7/claude-code-templates data-feeds --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/davila7/claude-code-templates.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-tool/components/skills/web-data/data-feeds .claude/skills/data-feeds && 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-feeds
GitHub stars
32k
Token cost
~1.7k tokens
SKILL.md length
504 words
Files
3 (incl. scripts)
Skills in repo
477
Repo updated
First seen
Licence
MIT

At a glance

Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more.

  • Works in 3 steps: Trigger: Sends URL to Bright Data's Web… → Poll: Waits for data collection to… → Return: Outputs structured JSON when ready
  • Tasks that involve Schema markup
  • SKILL.md covers Setup, Usage, Available Datasets and Examples, plus 3 more sections
  • Runs Shell scripts from its folder; calls bash; reaches linkedin.com and amazon.com; needs BRIGHTDATA_API_KEY

What it does

Data Feeds is an agent skill from davila7/claude-code-templates. Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web Data APIs with automatic polling. Returns clean JSON with product details, profiles, reviews, posts, and comments.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/datasets.sh` and `scripts/fetch.sh`).

It sits in Marketing & SEO, covering Schema markup. It works with Instagram, Bright Data, LinkedIn and YouTube. The repository describes itself as: CLI tool for configuring and monitoring Claude Code. The licence is MIT.

When your agent uses it

  • Tasks that involve Schema markup

Example prompts

  • “/data-feeds”

Requirements

  • A Bash shell
  • A credential in BRIGHTDATA_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Trigger: Sends URL to Bright Data's Web Data API
  2. Poll: Waits for data collection to complete (checks every second)
  3. Return: Outputs structured JSON when ready

What it can do on your machine

Read from SKILL.md and the folder at commit 4c82aba. 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

    Ships 2 files in scripts/ (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • bash

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • linkedin.com
    • amazon.com
    • instagram.com
    • youtube.com

    Also links to:

    • brightdata.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • BRIGHTDATA_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Data Feeds loads about 1.7k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 504 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 davila7/claude-code-templates at commit 4c82aba, republished under its MIT licence (© davila7). 504 words, ~1,652 tokens.

Download SKILL.mdSave it as .claude/skills/data-feeds/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
data-feeds
description
Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web Data APIs with automatic polling. Returns clean JSON with product details, profiles, reviews, posts, and comments.

Bright Data - Structured Data Feeds

Extract structured data from major websites with automatic parsing. No scraping logic needed - just provide a URL and get clean JSON data.

Setup

Environment Variables (Required)
bash
export BRIGHTDATA_API_KEY="your-api-key"
Optional
bash
export BRIGHTDATA_POLLING_TIMEOUT=600  # Max seconds to wait (default: 600)

Get your API key from Bright Data Dashboard.

Usage

bash
bash scripts/datasets.sh <dataset_type> <url> [additional_params...]

Available Datasets

E-Commerce
DatasetCommandDescription
Amazon Productdatasets.sh amazon_product <url>Product details, pricing, ratings
Amazon Reviewsdatasets.sh amazon_product_reviews <url>Customer reviews for a product
Amazon Searchdatasets.sh amazon_product_search <keyword> <domain_url>Search results
Walmart Productdatasets.sh walmart_product <url>Product details from Walmart
Walmart Sellerdatasets.sh walmart_seller <url>Seller information
eBay Productdatasets.sh ebay_product <url>eBay listing details
Home Depotdatasets.sh homedepot_products <url>Home Depot product data
Zaradatasets.sh zara_products <url>Zara product details
Etsydatasets.sh etsy_products <url>Etsy listing data
Best Buydatasets.sh bestbuy_products <url>Best Buy product info
Professional Networks
DatasetCommandDescription
LinkedIn Persondatasets.sh linkedin_person_profile <url>Profile data (experience, skills)
LinkedIn Companydatasets.sh linkedin_company_profile <url>Company page data
LinkedIn Jobsdatasets.sh linkedin_job_listings <url>Job posting details
LinkedIn Postsdatasets.sh linkedin_posts <url>Post content and engagement
LinkedIn Searchdatasets.sh linkedin_people_search <url> <first> <last>Find people
Crunchbasedatasets.sh crunchbase_company <url>Company funding, employees
ZoomInfodatasets.sh zoominfo_company_profile <url>Company profile data
Instagram
DatasetCommandDescription
Profilesdatasets.sh instagram_profiles <url>Bio, followers, following
Postsdatasets.sh instagram_posts <url>Post details, likes, captions
Reelsdatasets.sh instagram_reels <url>Reel data and metrics
Commentsdatasets.sh instagram_comments <url>Post comments
Facebook
DatasetCommandDescription
Postsdatasets.sh facebook_posts <url>Post content and reactions
Marketplacedatasets.sh facebook_marketplace_listings <url>Listing details
Reviewsdatasets.sh facebook_company_reviews <url> [num]Company reviews
Eventsdatasets.sh facebook_events <url>Event details
TikTok
DatasetCommandDescription
Profilesdatasets.sh tiktok_profiles <url>Creator profile data
Postsdatasets.sh tiktok_posts <url>Video details and metrics
Shopdatasets.sh tiktok_shop <url>TikTok Shop product data
Commentsdatasets.sh tiktok_comments <url>Video comments
Show full SKILL.md (215 more words)Show less
YouTube
DatasetCommandDescription
Profilesdatasets.sh youtube_profiles <url>Channel data
Videosdatasets.sh youtube_videos <url>Video details and stats
Commentsdatasets.sh youtube_comments <url> [num]Video comments (default: 10)
Other Social
DatasetCommandDescription
X (Twitter)datasets.sh x_posts <url>Tweet data
Redditdatasets.sh reddit_posts <url>Post and comment data
Google Services
DatasetCommandDescription
Maps Reviewsdatasets.sh google_maps_reviews <url> [days]Business reviews (default: 3 days)
Shoppingdatasets.sh google_shopping <url>Product comparison data
Play Storedatasets.sh google_play_store <url>App details and reviews
Other
DatasetCommandDescription
Apple App Storedatasets.sh apple_app_store <url>iOS app data
Reuters Newsdatasets.sh reuter_news <url>News article content
GitHubdatasets.sh github_repository_file <url>Repository file data
Yahoo Financedatasets.sh yahoo_finance_business <url>Stock and company data
Zillowdatasets.sh zillow_properties_listing <url>Property listing details
Booking.comdatasets.sh booking_hotel_listings <url>Hotel listing data

Examples

Get LinkedIn Profile
bash
bash scripts/datasets.sh linkedin_person_profile "https://www.linkedin.com/in/satyanadella/"
Get Amazon Product
bash
bash scripts/datasets.sh amazon_product "https://www.amazon.com/dp/B09V3KXJPB"
Get Instagram Profile
bash
bash scripts/datasets.sh instagram_profiles "https://www.instagram.com/natgeo/"
Get YouTube Comments
bash
bash scripts/datasets.sh youtube_comments "https://www.youtube.com/watch?v=dQw4w9WgXcQ" 20
Search Amazon
bash
bash scripts/datasets.sh amazon_product_search "wireless headphones" "https://www.amazon.com"

Output Format

Returns structured JSON with website-specific fields. Example for LinkedIn profile:

json
{
  "name": "Satya Nadella",
  "headline": "Chairman and CEO at Microsoft",
  "location": "Greater Seattle Area",
  "connections": "500+",
  "experience": [...],
  "education": [...],
  "skills": [...]
}

How It Works

  1. Trigger: Sends URL to Bright Data's Web Data API
  2. Poll: Waits for data collection to complete (checks every second)
  3. Return: Outputs structured JSON when ready

The polling mechanism handles rate limits and ensures data quality by waiting for full extraction.

Advanced: Direct Fetch

For custom dataset IDs or advanced use cases:

bash
bash scripts/fetch.sh <dataset_id> '<json_input>'

Example:

bash
bash scripts/fetch.sh gd_l1viktl72bvl7bjuj0 '{"url":"https://linkedin.com/in/someone"}'

© davila7, 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 (scripts) in cli-tool/components/skills/web-data/data-feeds of davila7/claude-code-templates.

  • SKILL.md
  • scripts/datasets.sh
  • scripts/fetch.sh

Open the folder on GitHubat commit 4c82aba

Compare with similar skills

Data Feeds 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 Feeds compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Feeds this skilldavila7/claude-code-templates32k—~1.7kAutomated safety check: PassMIT
Data Feedsbrightdata/skills264—~2.2kAutomated safety check: PassMIT
Competitor Social ResearchScrapeCreators/social-media-research-skills3.3k—~1.1kAutomated safety check: NotesMIT
Business Contact and Social Links Finderbrowser-act/skills6.1k1 repos~1.6kAutomated safety check: PassMIT
Transcript IntelligenceScrapeCreators/social-media-research-skills3.3k—~943Automated safety check: NotesMIT
Google Social Media Finderbrowser-act/skills6.1k—~1.7kAutomated safety check: PassMIT

Similar skills

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  • Competitor Social Research

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  • Transcript Intelligence

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Categories

Questions about Data Feeds

What does Data Feeds do?

Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Data Feeds is an agent skill from davila7/claude-code-templates. Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more.

When should I use Data Feeds?

Data Feeds fits situations like: tasks that involve Schema markup.

How do I install Data Feeds in Claude Code?

Run `npx skills add davila7/claude-code-templates --skill data-feeds -a claude-code`. Or copy the skill folder (cli-tool/components/skills/web-data/data-feeds in davila7/claude-code-templates) into .claude/skills/data-feeds in your project. Claude Code loads it when a task matches its description.

How do I install Data Feeds in Codex?

Run `npx skills add davila7/claude-code-templates --skill data-feeds -a codex`. Or copy the skill folder (cli-tool/components/skills/web-data/data-feeds in davila7/claude-code-templates) into .agents/skills/data-feeds in your project. Codex loads it when a task matches its description.

Can I use Data Feeds 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 davila7/claude-code-templates --skill data-feeds -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-feeds, .gemini/skills/data-feeds, .github/skills/data-feeds and .opencode/skills/data-feeds in your project.

What does Data Feeds need to run?

Going by SKILL.md and its folder, Data Feeds needs a shell for the scripts in its folder, the command-line tools its instructions call (bash) and credentials named BRIGHTDATA_API_KEY. Our summary lists: A Bash shell; A credential in BRIGHTDATA_API_KEY.

Does Data Feeds access the network?

SKILL.md names 5 domains. In commands or code: linkedin.com, amazon.com, instagram.com and youtube.com; the agent is likely to contact these when it follows the instructions. As links in the text: brightdata.com. This is read from the text; nothing was executed.

Is Data Feeds 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 Data Feeds use?

Data Feeds 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 Feeds use?

About 1.7k tokens (SKILL.md is roughly 6.6k 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 Feeds?

Skills that share tags, products or a category with Data Feeds: Data Feeds (brightdata/skills, 264 stars), Competitor Social Research (ScrapeCreators/social-media-research-skills, 3.3k stars), Business Contact and Social Links Finder (browser-act/skills, 6.1k stars) and Transcript Intelligence (ScrapeCreators/social-media-research-skills, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Feeds?

davila7 (a GitHub user) maintains it in davila7/claude-code-templates, which has 32,432 GitHub stars. The repository holds 477 skills in this directory. The repository was last updated on October 7, 2026.

Source: davila7/claude-code-templates on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.