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Parallel Agent Skills

Agent Skills for Parallel — web search, content extraction, deep research, and data enrichment for AI coding agents.

Prerequisites

The parallel-cli tool (installed + authenticated, with a non-zero balance) is required to run the skills. The parallel-cli-setup skill walks an agent through install, auth, balance, and skills install end-to-end — install the plugin/skills below, then run /parallel:parallel-cli-setup from your agent.

Installation

Agent Skills

Use parallel-cli to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents.

# Install all Parallel skills
parallel-cli skills install

Claude Code

Available as a Claude Code Plugin Marketplace.

/plugin marketplace add parallel-web/parallel-agent-skills
/plugin install parallel
# restart Claude Code before continuing!

# this will install/update CLI and authenticate if not done already
/parallel:parallel-cli-setup

OpenAI Codex

Install skills using the built-in skill installer (run inside Codex):

$skill-installer parallel-web/parallel-agent-skills

Then run the setup skill to install/auth the CLI:

/parallel:parallel-cli-setup

CDN and discovery

A human + machine-readable catalog is published at skills.parallel.ai.

Useful endpoints:

  • skills.parallel.ai — human-friendly catalog and install instructions
  • skills.parallel.ai/index.json — machine-readable skill index
  • https://skills.parallel.ai/<skill>/SKILL.md — live raw skill file
  • https://skills.parallel.ai/<skill>/manifest.json — file manifest + checksums
  • https://skills.parallel.ai/<skill>/versions.json — release history for that skill
  • https://skills.parallel.ai/archives/<skill>/<version>.zip — immutable GitHub Release archive via CDN redirect

Skills

Skills follow the Agent Skills specification and double as Claude Code slash commands.

Skill Description
parallel-web-search Web search (default for most research queries)
parallel-web-extract Extract content from URLs, articles, PDFs
parallel-deep-research Comprehensive research and analysis
parallel-data-enrichment Enrich lists of companies, people, products
parallel-findall Discover entities matching a natural-language description
parallel-monitor Continuously track the web for changes (with webhooks)
parallel-cli-setup Install/update CLI, authenticate, and handle balance
status Check running research task status
result Get completed research task result

Examples

/parallel:parallel-web-search latest React 19 features
/parallel:parallel-web-extract https://docs.parallel.ai
/parallel:parallel-deep-research competitive landscape of AI code assistants
/parallel:parallel-data-enrichment Apple, Microsoft, Google - get CEO names
/parallel:parallel-findall AI startups that raised Series A in 2026
/parallel:parallel-monitor track price changes for the iPhone 16 Pro
/parallel:parallel-cli-setup

Contributing

See MAINTAINERS.md for maintainer workflows, release process, and dev setup.

Resources

Local Development

Claude Code:

git clone https://github.com/parallel-web/parallel-agent-skills.git
claude --plugin-dir /path/to/parallel-agent-skills
/parallel:parallel-cli-setup

Codex:

git clone https://github.com/parallel-web/parallel-agent-skills.git
cd parallel-agent-skills
codex
# Skills are auto-discovered via .agents/skills/

License

MIT

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