# Send Model-Selector 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": "model-selector",
    "name": "Model-Selector",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/rayray1218/model-selector",
    "canonicalUrl": "https://clawhub.ai/rayray1218/model-selector",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/model-selector",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=model-selector",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "scripts/model_router.py",
      "scripts/query_history.json",
      "scripts/requirements.txt",
      "scripts/train_router.py",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "model-selector",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T12:01:54.610Z",
      "expiresAt": "2026-05-09T12:01:54.610Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=model-selector",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=model-selector",
        "contentDisposition": "attachment; filename=\"model-selector-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "model-selector"
      },
      "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/model-selector"
    },
    "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/model-selector",
    "downloadUrl": "https://openagent3.xyz/downloads/model-selector",
    "agentUrl": "https://openagent3.xyz/skills/model-selector/agent",
    "manifestUrl": "https://openagent3.xyz/skills/model-selector/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/model-selector/agent.md"
  }
}
```
## Documentation

### Semantic Model Orchestrator

This skill provides an intelligent middle layer for AI agents to decide which model tier should handle a specific task. By using semantic analysis, it categorized queries into Elite, Balanced, or Basic levels.

### Features

Semantic Intent Recognition: Uses vector embeddings to detect query complexity.
Cost-Efficiency Orchestration: Routes queries to Elite, Balanced, or Basic models.
ClawHub Optimized: Default tiers for Claude 3.5 Sonnet, GPT-4o-mini, and DeepSeek.
Rolling Adjustment: Built-in logic to refine intent keywords from user history.
Multi-Provider Support: Supports OpenAI, Anthropic, Gemini, and DeepSeek.

### Model Tiers

Elite: anthropic/claude-3-5-sonnet-latest
Balanced: openai/gpt-4o-mini
Basic: deepseek/deepseek-chat

### Usage

Add this skill to your agent's capability list. The agent will call the get_optimal_model tool before making main LLM calls to optimize performance and budget.

### Example Tool Call

result = router.analyze_and_route("Design a high-scalable microservices architecture for a fintech app.")
# Returns: {"tier": "ELITE", "suggested_model": "anthropic/claude-3-5-sonnet-latest"}
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: rayray1218
- 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: 2026-05-02T12:01:54.610Z
- Expires at: 2026-05-09T12:01:54.610Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/model-selector)
- [Send to Agent page](https://openagent3.xyz/skills/model-selector/agent)
- [JSON manifest](https://openagent3.xyz/skills/model-selector/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/model-selector/agent.md)
- [Download page](https://openagent3.xyz/downloads/model-selector)