# Send Parallel Search 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. 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. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "parallel-search",
    "name": "Parallel Search",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/NormallyGaussian/parallel-search",
    "canonicalUrl": "https://clawhub.ai/NormallyGaussian/parallel-search",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/parallel-search",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-search",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "parallel-search",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-06T21:45:25.260Z",
      "expiresAt": "2026-05-13T21:45:25.260Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-search",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=parallel-search",
        "contentDisposition": "attachment; filename=\"parallel-search-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "parallel-search"
      },
      "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-search"
    },
    "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-search",
    "downloadUrl": "https://openagent3.xyz/downloads/parallel-search",
    "agentUrl": "https://openagent3.xyz/skills/parallel-search/agent",
    "manifestUrl": "https://openagent3.xyz/skills/parallel-search/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/parallel-search/agent.md"
  }
}
```
## Documentation

### Parallel Search

High-accuracy web search built for AI agents. Returns ranked results with intelligent excerpts optimized for LLM consumption.

### When to Use

Trigger this skill when the user asks for:

"search the web", "web search", "look up", "find online"
"current news about...", "latest updates on..."
"research [topic]", "what's happening with..."
Fact-checking with citations needed
Domain-specific searches (e.g., "search GitHub for...", "find on Reddit...")

### Quick Start

parallel-cli search "your query" --json --max-results 5

### Basic Usage

parallel-cli search "<objective>" [options]

### Common Flags

FlagDescription-q, --query "<keyword>"Add keyword filter (repeatable, 3-8 recommended)--max-results NNumber of results (1-20, default: 10)--jsonOutput as JSON--after-date YYYY-MM-DDFilter for recent content--include-domains domain.comLimit to specific domains (repeatable, max 10)--exclude-domains domain.comExclude domains (repeatable, max 10)--excerpt-max-chars-total NLimit total excerpt size (default: 8000)

### Examples

Basic search:

parallel-cli search "When was the United Nations founded?" --json --max-results 5

With keyword filters:

parallel-cli search "Latest developments in quantum computing" \\
  -q "quantum" -q "computing" -q "2026" \\
  --json --max-results 10

Domain-scoped search:

parallel-cli search "React hooks best practices" \\
  --include-domains react.dev --include-domains github.com \\
  --json --max-results 5

Recent news only:

parallel-cli search "AI regulation news" \\
  --after-date 2026-01-01 \\
  --json --max-results 10

### Objective

Write 1-3 sentences describing:

The real task context (why you need the info)
Freshness constraints ("prefer 2026+", "latest docs")
Preferred sources ("official docs", "news sites")

### Keyword Queries

Add 3-8 keyword queries including:

Specific terms, version numbers, error strings
Common synonyms
Date terms if relevant ("2026", "Jan 2026")

### Response Format

Returns structured JSON with:

search_id — unique identifier
results[] — array of results:

url — source URL
title — page title
excerpts[] — relevant text excerpts
publish_date — when available

### Output Handling

When turning results into a user-facing answer:

Prefer official/primary sources when possible
Quote or paraphrase only the relevant extracted text
Include URL + publish_date for transparency
If results disagree, present both and note the discrepancy

### Running Out of Context?

For long conversations, save results and use sessions_spawn:

parallel-cli search "<query>" --json -o /tmp/search-<topic>.json

Then spawn a sub-agent:

{
  "tool": "sessions_spawn",
  "task": "Read /tmp/search-<topic>.json and synthesize a summary with sources.",
  "label": "search-summary"
}

### Error Handling

Exit CodeMeaning0Success1Unexpected error (network, parse)2Invalid arguments3API error (non-2xx)

### Prerequisites

Get an API key at parallel.ai
Install the CLI:

curl -fsSL https://parallel.ai/install.sh | bash
export PARALLEL_API_KEY=your-key

### References

API Docs
Search API Reference
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: NormallyGaussian
- Version: 1.0.0
## 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: 2026-05-06T21:45:25.260Z
- Expires at: 2026-05-13T21:45:25.260Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/parallel-search)
- [Send to Agent page](https://openagent3.xyz/skills/parallel-search/agent)
- [JSON manifest](https://openagent3.xyz/skills/parallel-search/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/parallel-search/agent.md)
- [Download page](https://openagent3.xyz/downloads/parallel-search)