# Send Parallel Extract to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
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

```text
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.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "parallel-extract",
    "name": "Parallel Extract",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/NormallyGaussian/parallel-extract",
    "canonicalUrl": "https://clawhub.ai/NormallyGaussian/parallel-extract",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/parallel-extract",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-extract",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "parallel-extract",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-06T21:42:34.581Z",
      "expiresAt": "2026-05-13T21:42:34.581Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-extract",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-extract",
        "contentDisposition": "attachment; filename=\"parallel-extract-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "parallel-extract"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/parallel-extract"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/parallel-extract",
    "downloadUrl": "https://openagent3.xyz/downloads/parallel-extract",
    "agentUrl": "https://openagent3.xyz/skills/parallel-extract/agent",
    "manifestUrl": "https://openagent3.xyz/skills/parallel-extract/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/parallel-extract/agent.md"
  }
}
```
## Documentation

### 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 — source URL
title — page title
excerpts[] — relevant text excerpts (if enabled)
full_content — complete page content (if enabled)
publish_date — when available

### Output Handling

When turning extracted content into a user-facing answer:

Keep content verbatim — 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
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: NormallyGaussian
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-06T21:42:34.581Z
- Expires at: 2026-05-13T21:42:34.581Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/parallel-extract)
- [Send to Agent page](https://openagent3.xyz/skills/parallel-extract/agent)
- [JSON manifest](https://openagent3.xyz/skills/parallel-extract/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/parallel-extract/agent.md)
- [Download page](https://openagent3.xyz/downloads/parallel-extract)