Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Data Scraper & Intent Analyzer · kennyzir | DecimalAI

marketingby kennyzir

Data Scraper & Intent Analyzer

kennyzir/data-scraper-intent

Source kennyzir/7deer_skills ↗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.

SkillScore57Maintained

Automatic

Marketing & Content pack

Last verified 10/10/2026

What it changes

Passed 13 of 23 test cases with the skill, and 8 of 23 without it.

Without skill35%

With skill57%

Checks it passed that the model alone missed

Specifies creating tool pages for transactional intent.
Identifies resources/intent_prompts.md as the file location.
Identifies resources/scraping_patterns.md as the pattern guide.

and 4 more in the full report

6 fixed7 passed either way9 still failing1 broke

Pass-rate lift: +22 pp
Tokens: -5%
Agent turns: 0%
Response time: -21%

Model gemini-3.6-flashMeasured 10/10/2026v113 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/kennyzir-data-scraper-intent/SKILL.md https://app.decimal.ai/s/kennyzir-data-scraper-intent/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add kennyzir-data-scraper-intent, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/kennyzir-data-scraper-intent/ and pins it in .decimal/skills.lock

decimalai skills add kennyzir-data-scraper-intent

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/kennyzir-data-scraper-intent/SKILL.md https://app.decimal.ai/s/kennyzir-data-scraper-intent/SKILL.md

Raw file: /s/kennyzir-data-scraper-intent/SKILL.md ↗ · machine-readable summary at /s/kennyzir-data-scraper-intent.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

In the standard trend-to-page workflow, what specific content page type is assigned to keywords categorized with transactional intent?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies creating tool pages for transactional intent.	Missed	Passed

case-19 · gemini-3.6-flash · 10/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md29 linessingle file

Data Scraper & Intent Analyzer

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

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

Resources Included

resources/scraping_patterns.md: A guide with code snippets on how to handle common web scraping challenges using Playwright/Puppeteer.
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)

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

Track record

Benchmark

13 / 23

test cases passed, vs 8 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/14/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

kennyzir / 7deer_skills

data-scraper-intent/SKILL.md

View on GitHub ↗

License MITImported 9/14/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Data Scraper & Intent Analyzer

Resources Included

Usage

1. Data Extraction Patterns

2. Intent Analysis

Example Workflow (Trend to Page)

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills