OpenClaw

smart-spawn-api

Pick the best AI model for any task using the Smart Spawn API. No plugin needed — just HTTP requests to ss.deeflect.com/api.

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查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install deeflect/smart-spawn

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Smart Spawn API

Pick the best AI model for any task. Call the API, get a model recommendation, spawn with it.

No plugin required. Works with any OpenClaw instance or any HTTP client.

Quick Start

1. GET ss.deeflect.com/api/pick?task=<description>&budget=<tier>
2. Use the returned model ID in sessions_spawn

Pick Best Model

GET https://ss.deeflect.com/api/pick?task=build+a+react+dashboard&budget=medium

Response:

{
  "data": {
    "id": "anthropic/claude-opus-4.6",
    "name": "Claude Opus 4.6",
    "score": 86,
    "pricing": { "prompt": 5, "completion": 25 },
    "reason": "Best general model at medium budget ($0-5/M) — score: 86"
  }
}

Then spawn:

sessions_spawn(task="Build a React dashboard with auth", model="anthropic/claude-opus-4.6")

Parameters

Param	Required	Description
`task`	Yes	Task description or category: `coding`, `reasoning`, `creative`, `vision`, `research`, `fast-cheap`, `general`
`budget`	No	`low` ($0-1/M), `medium` ($0-5/M, default), `high` ($2-20/M), `any`
`exclude`	No	Comma-separated model IDs to skip
`context`	No	Tags like `vision,long-context` for routing boost

Get Multiple Recommendations

GET https://ss.deeflect.com/api/recommend?task=coding&budget=low&count=3

Returns diverse models from different providers. Use for collective/parallel spawning.

Compare Models

GET https://ss.deeflect.com/api/compare?models=anthropic/claude-opus-4.6,openai/gpt-5.2

Side-by-side scores, pricing, capabilities.

Browse All Models

GET https://ss.deeflect.com/api/models?category=coding&sort=score&limit=10

Sort by score, cost, efficiency, or any category name.

Decompose Complex Tasks

POST https://ss.deeflect.com/api/decompose
{"task": "Build and deploy a SaaS app", "budget": "medium"}

Returns sequential steps with optimal model per step.

Swarm (Parallel...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/deeflect/smart-spawn
Version: —
Commit: 50c33ead04f07a3ce3ec2ba64dd6a1b668a7d704
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Smart Spawn API

Pick the best AI model for any task. Call the API, get a model recommendation, spawn with it.

**No plugin required.** Works with any OpenClaw instance or any HTTP client.

## Quick Start

```
1. GET ss.deeflect.com/api/pick?task=<description>&budget=<tier>
2. Use the returned model ID in sessions_spawn
```

## Pick Best Model

```bash
GET https://ss.deeflect.com/api/pick?task=build+a+react+dashboard&budget=medium
```

Response:
```json
{
  "data": {
    "id": "anthropic/claude-opus-4.6",
    "name": "Claude Opus 4.6",
    "score": 86,
    "pricing": { "prompt": 5, "completion": 25 },
    "reason": "Best general model at medium budget ($0-5/M) — score: 86"
  }
}
```

Then spawn:
```
sessions_spawn(task="Build a React dashboard with auth", model="anthropic/claude-opus-4.6")
```

## Parameters

| Param | Required | Description |
|-------|----------|-------------|
| `task` | Yes | Task description or category: `coding`, `reasoning`, `creative`, `vision`, `research`, `fast-cheap`, `general` |
| `budget` | No | `low` ($0-1/M), `medium` ($0-5/M, default), `high` ($2-20/M), `any` |
| `exclude` | No | Comma-separated model IDs to skip |
| `context` | No | Tags like `vision,long-context` for routing boost |

## Get Multiple Recommendations

```bash
GET https://ss.deeflect.com/api/recommend?task=coding&budget=low&count=3
```

Returns diverse models from different providers. Use for collective/parallel spawning.

## Compare Models

```bash
GET https://ss.deeflect.com/api/compare?models=anthropic/claude-opus-4.6,openai/gpt-5.2
```

Side-by-side scores, pricing, capabilities.

## Browse All Models

```bash
GET https://ss.deeflect.com/api/models?category=coding&sort=score&limit=10
```

Sort by `score`, `cost`, `efficiency`, or any category name.

## Decompose Complex Tasks

```bash
POST https://ss.deeflect.com/api/decompose
{"task": "Build and deploy a SaaS app", "budget": "medium"}
```

Returns sequential steps with optimal model per step.

## Swarm (Parallel...

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