# Send Omni Research 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": "omni-research",
    "name": "Omni Research",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/lmanchu/omni-research",
    "canonicalUrl": "https://clawhub.ai/lmanchu/omni-research",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/omni-research",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=omni-research",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "browser.py",
      "requirements.txt",
      "research.py",
      "setup.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/omni-research"
    },
    "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/omni-research",
    "downloadUrl": "https://openagent3.xyz/downloads/omni-research",
    "agentUrl": "https://openagent3.xyz/skills/omni-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/omni-research/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/omni-research/agent.md"
  }
}
```
## Documentation

### omni-research

Research any topic by querying multiple AI services through your own browser.
No API keys — uses your existing Perplexity Pro, X Premium, Gemini Advanced subscriptions.

### How It Works

Connects to your running browser via CDP (Chrome DevTools Protocol)
Opens parallel tabs to Perplexity, Grok, and Gemini (you're already logged in)
Submits your query, waits for response, extracts answer from each
Synthesizes all results into a unified summary

### Prerequisites

Python 3.10+ with httpx and websockets
Chrome, Edge, or any Chromium browser running with CDP:
# Add to your browser shortcut or launch command (one-time)
--remote-debugging-port=9222


Logged into your AI services in the browser

### Usage

# All browser sources (Perplexity + Grok + Gemini)
python3 research.py "AIPC market trends 2026"

# Specific sources
python3 research.py --sources perplexity,grok "topic"

# API-only mode (no browser needed)
python3 research.py --sources gemini-api "quick question"

# JSON output
python3 research.py --json "query"

### Available Sources

SourceTypeRequiresperplexityBrowserPerplexity Pro logingrokBrowserX Premium / Grok logingeminiBrowserGoogle account logingemini-apiAPIOpenAI-compatible endpoint

### Configuration

Optional ~/.config/omni-research/config.json:

{
  "cdp_port": 9222,
  "cliproxy_url": "http://127.0.0.1:8317/v1",
  "cliproxy_key": "your-key",
  "synthesis_model": "glm-4.7",
  "gemini_api_model": "gemini-2.5-flash"
}

### Architecture

User's Browser (Chrome/Edge/Comet/Arc, CDP :9222)
  ├── Tab: perplexity.ai     → user's Pro session
  ├── Tab: grok.com           → user's Premium session
  └── Tab: gemini.google.com  → user's Google session
        ↓ WebSocket (CDP Input.insertText + dispatchKeyEvent)
  BrowserBridge (browser.py — httpx + websockets)
        ↓  ← IrisGo runtime replaces this layer
  omni-research skill (parallel query + extract + synthesize)
        ↓
  Markdown output with per-source sections + synthesis

### For IrisGo

The BrowserBridge in browser.py is an abstract interface.
Current implementation uses direct CDP via WebSocket.
IrisGo runtime provides native browser APIs — just swap the bridge layer.

# skill.json requirement
{ "requirements": { "tools": ["browser"] } }
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: lmanchu
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-30T16:55:25.780Z
- Expires at: 2026-05-07T16:55:25.780Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/omni-research)
- [Send to Agent page](https://openagent3.xyz/skills/omni-research/agent)
- [JSON manifest](https://openagent3.xyz/skills/omni-research/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/omni-research/agent.md)
- [Download page](https://openagent3.xyz/downloads/omni-research)