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ClawBrain Pro
作者
michaelfeng
· GitHub ↗
· v1.6.1
· MIT-0
227
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当前安装
7
版本数
在 OpenClaw 中安装
/install clawbrain-pro
功能描述
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。
使用说明 (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
安全使用建议
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.
能力标签
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install clawbrain-pro - 安装完成后,直接呼叫该 Skill 的名称或使用
/clawbrain-pro触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
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.
元数据
常见问题
ClawBrain Pro 是什么?
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。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 227 次。
如何安装 ClawBrain Pro?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install clawbrain-pro」即可一键安装,无需额外配置。
ClawBrain Pro 是免费的吗?
是的,ClawBrain Pro 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
ClawBrain Pro 支持哪些平台?
ClawBrain Pro 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 ClawBrain Pro?
由 michaelfeng(@michaelfeng)开发并维护,当前版本 v1.6.1。
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