# Send LightRAG Search 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. 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": "lightrag",
    "name": "LightRAG Search Skill",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "canonicalUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/lightrag",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lightrag",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "scripts/query_lightrag.py",
      "references/API_DOCS.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "lightrag",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-04T23:26:04.811Z",
      "expiresAt": "2026-05-11T23:26:04.811Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lightrag",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lightrag",
        "contentDisposition": "attachment; filename=\"lightrag-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "lightrag"
      },
      "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/lightrag"
    },
    "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/lightrag",
    "downloadUrl": "https://openagent3.xyz/downloads/lightrag",
    "agentUrl": "https://openagent3.xyz/skills/lightrag/agent",
    "manifestUrl": "https://openagent3.xyz/skills/lightrag/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/lightrag/agent.md"
  }
}
```
## Documentation

### LightRAG Skill

This skill allows you to interact with one or more LightRAG API servers. You can perform queries in various modes (local, global, hybrid, mix, naive) and use the retrieved context for further processing.

### Configuration

The skill uses a configuration file at ~/.lightrag_config.json to store server details.
Format:

{
  "servers": {
    "alias1": {
      "url": "http://server1:9621",
      "api_key": "optional_key"
    },
    "alias2": {
      "url": "http://server2:9621",
      "api_key": "optional_key"
    }
  },
  "default_server": "alias1"
}

### 1. Direct Search

To find information, use scripts/query_lightrag.py.
Modes: local, global, hybrid, mix, naive.

### 2. Using Context for Writing

To use a knowledge base as context (e.g., for a test or article):

Run query_lightrag.py with the --only-context flag.
Pass the resulting context to your writing task/model.

### Reference

See API_DOCS.md for endpoint details.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: RuslanLanket
- 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: 2026-05-04T23:26:04.811Z
- Expires at: 2026-05-11T23:26:04.811Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/lightrag)
- [Send to Agent page](https://openagent3.xyz/skills/lightrag/agent)
- [JSON manifest](https://openagent3.xyz/skills/lightrag/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/lightrag/agent.md)
- [Download page](https://openagent3.xyz/downloads/lightrag)