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michaelfeng

ClawBrain Pro

by michaelfeng · GitHub ↗ · v1.6.1 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install clawbrain-pro
Description
ClawBrain v1.6 — 更准、更稳、越用越懂你的大模型。记忆系统 + 数据保真 + 自动容错 + 输出验证。21 场景评测第一。
README (SKILL.md)

ClawBrain Pro

给你的 OpenClaw 装上更准、更稳、越用越懂你的大脑。

它能帮你做什么

  • 复杂任务自动规划:你说一句话,它拆成步骤按顺序执行
  • 智能适配:自动判断任务类型,调整推理深度,给出最优回答
  • 出错自动修复:文件找不到自己去翻,命令出错换方法试,失败自动切换策略
  • 做事做到底:多步任务每一步都盯着,不半途而废
  • 听得懂模糊的话:说"帮我准备下",它知道先查什么再做什么
  • 结果自动验证:独立四维评分(准确/完整/逻辑/格式),不合格就重来
  • 记忆系统:跨会话记住你的偏好、项目、决策,越用越懂你
  • 数据保真:你的数字/日期/人名不会被篡改,生成后逐一校验
  • 记忆有来源:清晰区分"你说过的原话"和"AI 归纳的摘要"
  • 身份实时更新:告诉 AI "我换工作了",它马上更新
  • 长对话不崩溃:超长对话自动智能压缩而非报错
  • 兼容 Claude Code:支持 Anthropic Messages API(/v1/messages)

评测数据(21 场景实测)

能力 ClawBrain Auto ClawBrain Pro 最好的通用模型
综合得分 90% 86% 83%
错误恢复 100% 100% 80%
模糊指令 100% 100% 65%
多步任务 80% 80% 80%

接入方法

{
  "models": {
    "providers": {
      "clawbrain": {
        "baseUrl": "https://api.factorhub.cn/v1",
        "apiKey": "你的 API Key",
        "api": "openai-completions",
        "models": [
          {"id": "clawbrain-auto", "name": "ClawBrain Auto", "input": ["text", "image"], "contextWindow": 262144, "maxTokens": 65536},
          {"id": "clawbrain-pro", "name": "ClawBrain Pro", "input": ["text", "image"], "contextWindow": 262144, "maxTokens": 65536},
          {"id": "clawbrain-max", "name": "ClawBrain Max", "input": ["text", "image"], "contextWindow": 262144, "maxTokens": 65536},
          {"id": "clawbrain-flash", "name": "ClawBrain Flash", "contextWindow": 262144, "maxTokens": 65536}
        ]
      }
    }
  },
  "agents": {"defaults": {"model": {"primary": "clawbrain/clawbrain-auto"}}}
}

然后 openclaw gateway restart

其他工具

clawhub install clawbrain-boost            # 一键优化配置 + 记忆 + SOUL

获取 API Key:https://clawbrain.dev/dashboard

Usage Guidance
This skill is an integration guide for a third‑party model service (ClawBrain). Before installing: 1) Verify the external domains (api.factorhub.cn, clawbrain.dev, and the referenced GitHub repo) are trustworthy and you are comfortable sending prompts/contexts to them. 2) Understand that you will place an API Key into your OpenClaw config (~/.openclaw/openclaw.json) — avoid reusing high‑privilege or unrelated credentials. 3) The skill’s sub-pages use curl and recommend scheduled memory consolidation (daily tasks) — confirm where long‑term memories are stored and how they are protected/retained by the provider. 4) If you want to limit risk, create a restricted test API key/account and inspect network traffic or logs during initial use. 5) The metadata omits declaring the API key requirement even though the docs rely on it; consider this a documentation mismatch and verify credentials and endpoints before proceeding.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
The name/description (agent memory, error-retry, output verification, orchestration) match the instructions: SKILL.md shows how to add ClawBrain as a model provider, edit ~/.openclaw/openclaw.json, run clawhub/openclaw commands, and call api.factorhub.cn and clawbrain.dev. Minor inconsistency: the skill metadata declares no required env vars, yet the docs repeatedly instruct the user to provide an API Key in config and examples show Authorization headers — functionally normal but not declared as a required environment credential in the metadata. Also the documentation references multiple domains (api.factorhub.cn, clawbrain.dev, and GitHub repo) which is plausible but worth verifying.
Instruction Scope
The runtime instructions stay within the stated purpose: they show configuration snippets, curl examples for health/models endpoints, and commands to install/enable the integration (clawhub install, openclaw gateway restart). Sub-skill files include curl-based health checks and mention scheduled daily memory consolidation. The instructions do require network access and an external API key (expected for a third-party model service), but they do not direct the agent to read unrelated system secrets or transmit data to unexpected endpoints beyond the documented service domains.
Install Mechanism
This is instruction-only (no install spec, no code files). That is low-risk: nothing is automatically downloaded or written by the skill itself. The SKILL.md expects the user to run external installers (clawhub) and edit config, which is user-driven and not performed by the skill package.
Credentials
No required environment variables or credentials are declared in the metadata, but the docs explicitly require an API Key in the OpenClaw config and show curl Authorization headers. Requiring a single provider API key is proportionate to the stated purpose, but the mismatch between declared requires and the instructions is worth noting. The skill does not request unrelated credentials or system config paths.
Persistence & Privilege
The skill does not set always:true and is user-invocable. It instructs the user to modify their OpenClaw configuration and restart the gateway (normal for adding a new provider). There is no indication the skill attempts to modify other skills' configs or demand elevated system privileges.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install clawbrain-pro
  3. After installation, invoke the skill by name or use /clawbrain-pro
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.6.1
修正显示名称为 ClawBrain Pro
v1.6.0
v1.6: 品牌重新定位为独立大模型产品。去掉路由/中间层语言,更新记忆系统+数据保真+自动容错描述。
v1.2.0
可靠记忆+精准检索+来源标注+降级透明+Claude Code兼容
v1.0.2
Fix display name
v1.0.1
v1.0.1: 知识图谱记忆 + 输出验证 + 健康监控 + 修正 contextWindow + 移除后端模型名
v0.9.2
v0.9.2: 主动思考框架+输出验证+智能容错+语义循环检测+熔断器半开恢复
v1.0.0
ClawBrain Pro v1.0.0 released — the smartest brain for OpenClaw, with built-in orchestration, multi-model collaboration, and automatic result validation. - Automatically plans and executes complex tasks in multiple steps. - Intelligently selects and dispatches among 10 AI models based on task needs. - Robust error recovery: retries, seeks alternatives, and escalates to other models if problems arise. - Meticulous end-to-end task completion with quality assurance before replying. - Handles vague instructions and autonomously figures out necessary steps. - Benchmarked: #1 in 205 scenarios, outperforming the best single model. - Easy integration instructions and extra troubleshooting tools provided.
Metadata
Slug clawbrain-pro
Version 1.6.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 7
Frequently Asked Questions

What is ClawBrain Pro?

ClawBrain v1.6 — 更准、更稳、越用越懂你的大模型。记忆系统 + 数据保真 + 自动容错 + 输出验证。21 场景评测第一。 It is an AI Agent Skill for Claude Code / OpenClaw, with 227 downloads so far.

How do I install ClawBrain Pro?

Run "/install clawbrain-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is ClawBrain Pro free?

Yes, ClawBrain Pro is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does ClawBrain Pro support?

ClawBrain Pro is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created ClawBrain Pro?

It is built and maintained by michaelfeng (@michaelfeng); the current version is v1.6.1.

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