Agent skill

ai-chat

Access 50+ LLM models through a unified OpenAI-compatible API via AceDataCloud. Use when you need chat completions from GPT, Claude, Gemini, DeepSeek, Grok, or other models through a single endpoint. Supports streaming, function calling, and vision.

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Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/ai-chat-acedatacloud-skills

Metadata

Additional technical details for this skill

author
acedatacloud
version
1.0

SKILL.md

AI Chat — Unified LLM Gateway

Access 50+ language models through a single OpenAI-compatible endpoint via AceDataCloud.

Authentication

bash
export ACEDATACLOUD_API_TOKEN="your-token-here"

Quick Start

bash
curl -X POST https://api.acedata.cloud/v1/chat/completions \
  -H "Authorization: Bearer $ACEDATACLOUD_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"model": "claude-sonnet-4-20250514", "messages": [{"role": "user", "content": "Hello!"}]}'

OpenAI SDK Drop-in

python
from openai import OpenAI

client = OpenAI(
    api_key="your-token-here",
    base_url="https://api.acedata.cloud/v1"
)

response = client.chat.completions.create(
    model="gpt-4.1",
    messages=[{"role": "user", "content": "Explain quantum computing"}]
)
print(response.choices[0].message.content)

Available Models

OpenAI GPT

Model Type Best For
gpt-4.1 Latest General-purpose, high quality
gpt-4.1-mini Small Fast, cost-effective
gpt-4.1-nano Tiny Ultra-fast, lowest cost
gpt-4o Multimodal Vision + text
gpt-4o-mini Small multimodal Fast vision tasks
o1 Reasoning Complex reasoning tasks
o1-mini Small reasoning Quick reasoning
o1-pro Pro reasoning Advanced reasoning
gpt-5 Latest gen Next-gen intelligence
gpt-5-mini Mini gen 5 Fast next-gen

Anthropic Claude

Model Type Best For
claude-opus-4-6 Latest Opus Highest capability
claude-sonnet-4-6 Latest Sonnet Balanced quality/speed
claude-opus-4-5-20251101 Opus 4.5 Premium tasks
claude-sonnet-4-5-20250929 Sonnet 4.5 High-quality balance
claude-sonnet-4-20250514 Sonnet 4 Reliable general-purpose
claude-haiku-4-5-20251001 Haiku 4.5 Fast, efficient
claude-3-5-sonnet-20241022 Legacy 3.5 Proven track record
claude-3-opus-20240229 Legacy Opus Maximum quality (legacy)

Google Gemini

Model Best For
gemini-1.5-pro Long context, complex tasks
gemini-1.5-flash Fast, efficient

DeepSeek

Model Best For
deepseek-r1 Deep reasoning
deepseek-r1-0528 Latest reasoning
deepseek-v3 General-purpose
deepseek-v3-250324 Latest general

xAI Grok

Model Best For
grok-4 Latest, highest capability
grok-3 General-purpose
grok-3-fast Speed-optimized
grok-3-mini Compact, efficient

Features

Streaming

json
POST /v1/chat/completions
{
  "model": "claude-sonnet-4-20250514",
  "messages": [{"role": "user", "content": "Write a story"}],
  "stream": true
}

Function Calling

json
POST /v1/chat/completions
{
  "model": "gpt-4.1",
  "messages": [{"role": "user", "content": "What's the weather in Tokyo?"}],
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "get_weather",
        "parameters": {"type": "object", "properties": {"location": {"type": "string"}}}
      }
    }
  ]
}

Vision

json
POST /v1/chat/completions
{
  "model": "gpt-4o",
  "messages": [
    {
      "role": "user",
      "content": [
        {"type": "text", "text": "What's in this image?"},
        {"type": "image_url", "image_url": {"url": "https://example.com/photo.jpg"}}
      ]
    }
  ]
}

Parameters

Parameter Type Description
model string Model name (see tables above)
messages array Array of {role, content} objects
temperature 0–2 Randomness (default: 1)
top_p 0–1 Nucleus sampling
max_tokens integer Maximum output tokens
stream boolean Enable SSE streaming
tools array Function calling definitions
tool_choice string/object Tool selection strategy

Response

json
{
  "id": "chatcmpl-xxx",
  "object": "chat.completion",
  "model": "claude-sonnet-4-20250514",
  "choices": [
    {
      "index": 0,
      "message": {"role": "assistant", "content": "Hello!"},
      "finish_reason": "stop"
    }
  ],
  "usage": {
    "prompt_tokens": 10,
    "completion_tokens": 5,
    "total_tokens": 15
  }
}

Gotchas

  • 100% OpenAI-compatible — use the standard OpenAI SDK with base_url="https://api.acedata.cloud/v1"
  • Billing is token-based with per-model pricing (more expensive models cost more per token)
  • Vision is supported on multimodal models (gpt-4o, gpt-4o-mini, grok-2-vision-*)
  • Function calling works on most modern models (GPT-4+, Claude 3+)
  • Streaming returns chat.completion.chunk objects via SSE
  • finish_reason values: "stop" (complete), "length" (max tokens), "tool_calls" (function call), "content_filter" (filtered)

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