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Parallel AI Skill

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

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High Signal

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

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Install for OpenClaw

Known item issue.

This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.

Quick setup
  1. Open the source page and confirm the package flow manually.
  2. Review SKILL.md if you can obtain the files.
  3. Treat this source as manual setup until the download is verified.

Requirements

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

Package facts

Download mode
Manual review
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
.gitignore, README.md, SKILL.md, scripts/extract.py, scripts/findall.py, scripts/monitor.py

Validation

  • Open the source listing and confirm there is a real package or setup artifact available.
  • Review SKILL.md before asking your agent to continue.
  • Treat this source as manual setup until the upstream download flow is fixed.

Install with your agent

Agent handoff

Use the source page and any available docs to guide the install because the item currently does not return a direct package file.

  1. Open the source page via Open source listing.
  2. If you can obtain the package, extract it into a folder your agent can access.
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New install

I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required. Then review README.md for any prerequisites, environment setup, or post-install checks.

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Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

Parallel.ai πŸ”¬

High-accuracy web search API built for AI agents. Outperforms Perplexity/Exa on research benchmarks.

Setup

pip install parallel-web API key is configured. Uses Python SDK. from parallel import Parallel client = Parallel(api_key="YOUR_KEY") response = client.beta.search( mode="one-shot", # or "fast" for lower latency/cost, "agentic" for multi-hop max_results=10, objective="your query" )

Modes

ModeUse CaseTradeoffone-shotDefault, balanced accuracyBest for most queriesfast ⚑Quick lookups, cost-sensitiveLower latency/cost, may sacrifice some accuracyagenticComplex multi-hop researchHigher accuracy, more expensive

Quick Usage

# Default search (one-shot mode) {baseDir}/.venv/bin/python {baseDir}/scripts/search.py "Who is the CEO of Anthropic?" --max-results 5 # Fast mode - lower latency/cost ⚑ {baseDir}/.venv/bin/python {baseDir}/scripts/search.py "latest AI news" --mode fast # Agentic mode - complex research {baseDir}/.venv/bin/python {baseDir}/scripts/search.py "compare transformer architectures" --mode agentic # JSON output {baseDir}/.venv/bin/python {baseDir}/scripts/search.py "latest AI news" --json

Response Format

Returns structured results with: search_id - unique search identifier results[] - array of results with: url - source URL title - page title excerpts[] - relevant text excerpts publish_date - when available usage - API usage stats

When to Use

Deep research requiring cross-referenced facts Company/person research with citations Fact-checking with evidence-based outputs Complex queries that need multi-hop reasoning Higher accuracy than traditional search for research tasks

API Reference

Docs: https://docs.parallel.ai Platform: https://platform.parallel.ai

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
3 Scripts2 Docs1 Files
  • SKILL.md Primary doc
  • README.md Docs
  • scripts/extract.py Scripts
  • scripts/findall.py Scripts
  • scripts/monitor.py Scripts
  • .gitignore Files