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Parallel Extract

URL content extraction via Parallel API. Extracts clean markdown from webpages, articles, PDFs, and JS-heavy sites. Use for reading specific URLs with LLM-ready output.

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High Signal

URL content extraction via Parallel API. Extracts clean markdown from webpages, articles, PDFs, and JS-heavy sites. Use for reading specific URLs with LLM-ready output.

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 14 sections Open source page

Parallel Extract

Extract clean, LLM-ready content from URLs. Handles webpages, articles, PDFs, and JavaScript-heavy sites that need rendering.

When to Use

Trigger this skill when the user asks for: "read this URL", "fetch this page", "extract from..." "get the content from [URL]" "what does this article say?" Reading PDFs, JS-heavy pages, or paywalled content Getting clean markdown from messy web pages Use Search to discover; use Extract to read.

Quick Start

parallel-cli extract "https://example.com/article" --json

Basic Usage

parallel-cli extract "<url>" [options]

Common Flags

FlagDescription--url "<url>"URL to extract (repeatable, max 10)--objective "<focus>"Focus extraction on specific content--jsonOutput as JSON--excerpts / --no-excerptsInclude relevant excerpts (default: on)--full-content / --no-full-contentInclude full page content--excerpts-max-chars NMax chars per excerpt--excerpts-max-total-chars NMax total excerpt chars--full-max-chars NMax full content chars-o <file>Save output to file

Examples

Basic extraction: parallel-cli extract "https://example.com/article" --json Focused extraction: parallel-cli extract "https://example.com/pricing" \ --objective "pricing tiers and features" \ --json Full content for PDFs: parallel-cli extract "https://example.com/whitepaper.pdf" \ --full-content \ --json Multiple URLs: parallel-cli extract \ --url "https://example.com/page1" \ --url "https://example.com/page2" \ --json

Default Workflow

Search with an objective + keyword queries Inspect titles/URLs/dates; choose the best sources Extract the specific pages you need (top N URLs) Answer using the extracted excerpts/content

Objective

When extracting, provide context: What specific information you're looking for Why you need it (helps focus extraction) Good: --objective "Find the installation steps and system requirements" Poor: --objective "Read the page"

Response Format

Returns structured JSON with: url โ€” source URL title โ€” page title excerpts[] โ€” relevant text excerpts (if enabled) full_content โ€” complete page content (if enabled) publish_date โ€” when available

Output Handling

When turning extracted content into a user-facing answer: Keep content verbatim โ€” do not paraphrase unnecessarily Extract ALL list items exhaustively Strip noise: nav menus, footers, ads, "click here" links Preserve all facts, names, numbers, dates, quotes Include URL + publish_date for transparency

Running Out of Context?

For long conversations, save results and use sessions_spawn: parallel-cli extract "<url>" --json -o /tmp/extract-<topic>.json Then spawn a sub-agent: { "tool": "sessions_spawn", "task": "Read /tmp/extract-<topic>.json and summarize the key content.", "label": "extract-summary" }

Error Handling

Exit CodeMeaning0Success1Unexpected error (network, parse)2Invalid arguments3API error (non-2xx)

Prerequisites

Get an API key at parallel.ai Install the CLI: curl -fsSL https://parallel.ai/install.sh | bash export PARALLEL_API_KEY=your-key

References

API Docs Extract API Reference

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • SKILL.md Primary doc