# Send Volcengine Ai Search Rag 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": "volcengine-ai-search-rag",
    "name": "Volcengine Ai Search Rag",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/cinience/volcengine-ai-search-rag",
    "canonicalUrl": "https://clawhub.ai/cinience/volcengine-ai-search-rag",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/volcengine-ai-search-rag",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=volcengine-ai-search-rag",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "agents/openai.yaml",
      "references/sources.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-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/volcengine-ai-search-rag"
    },
    "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/volcengine-ai-search-rag",
    "downloadUrl": "https://openagent3.xyz/downloads/volcengine-ai-search-rag",
    "agentUrl": "https://openagent3.xyz/skills/volcengine-ai-search-rag/agent",
    "manifestUrl": "https://openagent3.xyz/skills/volcengine-ai-search-rag/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/volcengine-ai-search-rag/agent.md"
  }
}
```
## Documentation

### volcengine-ai-search-rag

Implement retrieval-first answering with explicit indexing, retrieval, and grounding stages.

### Execution Checklist

Confirm corpus source and chunking strategy.
Generate embeddings and build/update index.
Retrieve top-k context with filters.
Build grounded answer with citations to retrieved chunks.

### Quality Rules

Separate retrieval prompt from generation prompt.
Keep chunk metadata (source, timestamp, id).
Return confidence and fallback path if no hits.

### References

references/sources.md
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: cinience
- 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: 2026-05-07T17:22:31.273Z
- Expires at: 2026-05-14T17:22:31.273Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/volcengine-ai-search-rag)
- [Send to Agent page](https://openagent3.xyz/skills/volcengine-ai-search-rag/agent)
- [JSON manifest](https://openagent3.xyz/skills/volcengine-ai-search-rag/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/volcengine-ai-search-rag/agent.md)
- [Download page](https://openagent3.xyz/downloads/volcengine-ai-search-rag)