browser-extract
Extract structured data via stored browser-templates or one-shot DOM queries, with mandatory AIDefence PII + prompt-injection gates before content reaches the model
Best for recurring extractionsWorks with GitHub
⌘source
- author
@ruvnet- repo
- ruvnet/ruflo
- language
- TypeScript
★46kstars
5.1kforks
May 5, 2026
✦overview.md
Key Features
- ·Extract structured data from web pages
- ·Reusable browser templates
- ·AIDefence PII and injection gates
- ·Recorded session container
- ·One-shot DOM queries
Use Cases
- →Extracting table data from a rendered dashboard
- →Building a reusable template for weekly price monitoring
- →Re-running a known extraction pattern on a new URL
- →Scraping attribute values from product listings
Best for
- ✓recurring extractions
- ✓data pipelines
- ✓automated monitoring
Not ideal for
- !one-off ad-hoc scrapes
- !static HTML pages
FAQs
name
browser-extract
description
Extract structured data via stored browser-templates or one-shot DOM queries, with mandatory AIDefence PII + prompt-injection gates before content reaches the model
argument-hint:<url> [--template <name>] [--save-template <name>]
allowed-tools:mcp__claude-flow__browser_open mcp__claude-flow__browser_close mcp__claude-flow__browser_get-text mcp__claude-flow__browser_get-value mcp__claude-flow__browser_eval mcp__claude-flow__browser_snapshot mcp__claude-flow__browser_screenshot mcp__claude-flow__browser_scroll mcp__claude-flow__browser_wait mcp__claude-flow__browser_click mcp__claude-flow__aidefence_has_pii mcp__claude-flow__aidefence_is_safe mcp__claude-flow__aidefence_scan Bash Read Write
Browser Extract
Pull structured data out of a web page. Replaces the older browser-scrape skill with three new guarantees:
- The session is a recorded RVF container (composes
browser-record). - Successful extractions persist as
browser-templatesfor reuse. - Every string passes AIDefence before AgentDB store and before flowing back to the model.
When to use
- Extracting text, table data, or attribute values from rendered web pages.
- Building a reusable template for a recurring scrape pattern.
- Re-running a known template against a new URL on the same host.
Steps
- Open a recorded session via
browser-record(do not callbrowser_opendirectly). - Wait for content with
browser_waitfor dynamic rendering. - Choose a path:
- Template path (
--template <name>): retrieve from AgentDB and apply.
Run the recipe's selector chain in order; produces structured JSON.npx -y @claude-flow/cli@latest memory retrieve --namespace browser-templates --key "<name>"
- Template path (
$install
1-click copynpx skills add ruvnet/ruflo --skill browser-extractSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
4/ 5
very goodClear and well structured, with only minor parts that might need a second read.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
4/ 5
highMostly actionable with clear steps; only a few small gaps remain.