{
  "markdown": "# Parallel Agent Skills\n\n[Agent Skills](https://agentskills.io/specification) for [Parallel](https://parallel.ai) — web search, content extraction, deep research, and data enrichment for AI coding agents.\n\n## Prerequisites\n\nMost execution skills require `parallel-cli` (installed, authenticated, and funded). The [`parallel-cli-setup`](skills/parallel-cli-setup/SKILL.md) 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.\n\n`migrate-to-parallel` updates an application's own web-data integration. It uses the appropriate Parallel API or SDK and needs `PARALLEL_API_KEY` only for an explicitly authorized live smoke test.\n\n## Installation\n\n### Agent Skills\n\nUse `parallel-cli` to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents.\n\n```bash\n# Install all Parallel skills\nparallel-cli skills install\n```\n\n### Claude Code\n\nAvailable as a [Claude Code Plugin Marketplace](https://code.claude.com/docs/en/discover-plugins).\n\n```bash\n/plugin marketplace add parallel-web/parallel-agent-skills\n/plugin install parallel\n# restart Claude Code before continuing!\n\n# this will install/update CLI and authenticate if not done already\n/parallel:parallel-cli-setup\n```\n\n### OpenAI Codex\n\nInstall skills using the built-in skill installer (run inside Codex):\n\n```text\n$skill-installer parallel-web/parallel-agent-skills\n```\n\nThen run the setup skill to install/auth the CLI:\n\n```text\n/parallel:parallel-cli-setup\n```\n\n## CDN and discovery\n\nA human + machine-readable catalog is published at [skills.parallel.ai](https://skills.parallel.ai).\n\nUseful endpoints:\n\n- [skills.parallel.ai](https://skills.parallel.ai) — human-friendly catalog and install instructions\n- [skills.parallel.ai/index.json](https://skills.parallel.ai/index.json) — machine-readable skill index\n- `https://skills.parallel.ai/<skill>/SKILL.md` — live raw skill file\n- `https://skills.parallel.ai/<skill>/manifest.json` — file manifest + checksums\n- `https://skills.parallel.ai/<skill>/versions.json` — release history for that skill\n- `https://skills.parallel.ai/archives/<skill>/<version>.zip` — immutable GitHub Release archive via CDN redirect\n\n## Skills\n\nSkills follow the [Agent Skills](https://agentskills.io/specification) specification and double as Claude Code slash commands.\n\n| Skill                        | Description                                               |\n| ---------------------------- | --------------------------------------------------------- |\n| **parallel-web-search**      | Web search (default for most research queries)            |\n| **parallel-web-extract**     | Extract content from URLs, articles, PDFs                 |\n| **parallel-deep-research**   | Comprehensive research and analysis                       |\n| **parallel-data-enrichment** | Enrich lists of companies, people, products               |\n| **parallel-findall**         | Discover entities matching a natural-language description |\n| **parallel-monitor**         | Continuously track the web for changes (with webhooks)    |\n| **parallel-memory**          | Recall and manage saved Parallel runs                     |\n| **migrate-to-parallel**      | Migrate Exa, Tavily, Perplexity, or Firecrawl integrations to Parallel |\n| **parallel-cli-setup**       | Install/update CLI, authenticate, and handle balance      |\n| **status**                   | Check running research task status                        |\n| **result**                   | Get completed research task result                        |\n\n## Examples\n\n```text\n/parallel:parallel-web-search latest React 19 features\n/parallel:parallel-web-extract https://docs.parallel.ai\n/parallel:parallel-deep-research competitive landscape of AI code assistants\n/parallel:parallel-data-enrichment Apple, Microsoft, Google - get CEO names\n/parallel:parallel-findall AI startups that raised Series A in 2026\n/parallel:parallel-monitor track price changes for the iPhone 16 Pro\n/parallel:parallel-memory retrieve past research about AI code assistants\n/parallel:migrate-to-parallel migrate this app from Tavily to Parallel\n/parallel:migrate-to-parallel migrate this app from Perplexity to Parallel\n/parallel:migrate-to-parallel migrate this app from Firecrawl to Parallel\n/parallel:parallel-cli-setup\n```\n\n## Contributing\n\nSee [MAINTAINERS.md](MAINTAINERS.md) for maintainer workflows, release process, and dev setup.\n\n## Resources\n\n- [Documentation](https://docs.parallel.ai/home)\n- [API Platform](https://platform.parallel.ai)\n- [parallel-cli](https://github.com/parallel-web/parallel-web-tools)\n- [Pricing](https://parallel.ai/pricing)\n\n## Local Development\n\n**Claude Code:**\n\n```bash\ngit clone https://github.com/parallel-web/parallel-agent-skills.git\nclaude --plugin-dir /path/to/parallel-agent-skills\n/parallel:parallel-cli-setup\n```\n\n**Codex:**\n\n```bash\ngit clone https://github.com/parallel-web/parallel-agent-skills.git\ncd parallel-agent-skills\ncodex\n# Skills are auto-discovered via .agents/skills/\n```\n\n## License\n\nMIT\n",
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