Clawdbot Skill Parallel

Parallel Skill for OpenClaw

High-accuracy web research platform via [Parallel.ai](https://parallel.ai), built for AI agents. 7 APIs covering search, extraction, deep research, chat, entity discovery, monitoring, and batch execution.

What it does

• Search - high-accuracy web search with 3 modes: one-shot, fast (~1s), agentic (multi-hop)
• Extract - pull clean content from URLs, JS-rendered pages, and PDFs
• Task (Deep Research) - 8 processor tiers (lite through ultra8x), MCP tool calling, authenticated browsing
• Chat - OpenAI-compatible chat completions with web grounding and basis citations
• FindAll - entity discovery at web scale with 4 generator tiers (preview, base, core, pro)
• Monitor - scheduled web change tracking with webhook notifications
• Task Groups - batch up to 1,000 research tasks per POST with SSE streaming

Quick start

Install the skill

git clone https://github.com/mvanhorn/clawdbot-skill-parallel.git ~/.openclaw/skills/parallel
cd ~/.openclaw/skills/parallel
pip install -r requirements.txt

Set up your API key

Get a key from [Parallel.ai](https://platform.parallel.ai), then:

export PARALLEL_API_KEY="your-key-here"

Example chat usage

• "Use Parallel to research transformer architectures"
• "Deep search for the latest on AI regulation in the EU"
• "Find all AI startups that raised Series A in the last 6 months"
• "Monitor AI safety news daily and alert me"
• "Chat with web grounding about recent funding rounds"
• "Batch research the top 10 cloud providers"

APIs

API	Endpoint	Description
Search	POST /v1/search	Web search with one-shot, fast, agentic modes
Extract	POST /v1beta/extract	Content extraction from URLs and PDFs
Task	POST /v1/tasks/runs	Deep research with 8 processor tiers
Chat	POST /v1/chat/completions	OpenAI-compatible with web grounding
FindAll	`POST /v1beta/findall/runs