# Send Parallel AI Skill 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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "parallel-ai", "name": "Parallel AI Skill", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/joelchance/parallel-ai", "canonicalUrl": "https://clawhub.ai/joelchance/parallel-ai", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/parallel-ai", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-ai", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ ".gitignore", "README.md", "SKILL.md", "scripts/extract.py", "scripts/findall.py", "scripts/monitor.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "parallel-ai", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-06T21:44:40.247Z", "expiresAt": "2026-05-13T21:44:40.247Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-ai", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-ai", "contentDisposition": "attachment; filename=\"parallel-ai-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "parallel-ai" }, "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-ai" }, "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-ai", "downloadUrl": "https://openagent3.xyz/downloads/parallel-ai", "agentUrl": "https://openagent3.xyz/skills/parallel-ai/agent", "manifestUrl": "https://openagent3.xyz/skills/parallel-ai/agent.json", "briefUrl": "https://openagent3.xyz/skills/parallel-ai/agent.md" } } ``` ## Documentation ### Parallel.ai 🔬 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 ## Trust - Source: tencent - Verification: Indexed source record - Publisher: joelchance - Version: 1.0.1 ## 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: 2026-05-06T21:44:40.247Z - Expires at: 2026-05-13T21:44:40.247Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/parallel-ai) - [Send to Agent page](https://openagent3.xyz/skills/parallel-ai/agent) - [JSON manifest](https://openagent3.xyz/skills/parallel-ai/agent.json) - [Markdown brief](https://openagent3.xyz/skills/parallel-ai/agent.md) - [Download page](https://openagent3.xyz/downloads/parallel-ai)