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Install in OpenClaw
/install real-human
Description
真实的人类 - 帮助AI识别、分析和建模人类个体。当用户提到"人类建模"、"用户画像"、"人格分析"、"了解一个人"、"分析行为模式"、"真实的人类"时使用。
Usage Guidance
This skill appears to do what it says: build and maintain per-user models by writing files in the agent workspace. Before installing, confirm the platform's storage and access controls: who can read workspace/human-models/, are '-private' files actually encrypted at rest and access-restricted, and where are backups stored? Verify the platform provides (or you will supply) the helper functions the SKILL.md assumes (analyzeEmotion, extractTopics, etc.) or that the agent will not fail when they are missing. Ensure explicit user consent and retention/deletion policies for sensitive categories (health, finance, psychological data), and avoid recording extremely sensitive items unless secure mechanisms are in place. If you cannot verify secure storage and consent flows, treat the skill as privacy-sensitive and restrict its use.
Capability Analysis
Type: OpenClaw Skill
Name: real-human
Version: 1.0.0
The 'real-human' skill bundle provides a structured framework for an AI agent to perform user profiling and human modeling to enhance personalization. It contains only Markdown instructions and documentation (SKILL.md, extraction-methods.md, modeling-framework.md) that guide the agent to store user traits, cognitive styles, and behavioral patterns in the local workspace (e.g., 'human-models/{user_id}.md'). The bundle includes explicit ethical guidelines and privacy principles, such as avoiding unauthorized sensitive data and ensuring user transparency, with no evidence of malicious code, data exfiltration, or harmful prompt injection.
Capability Assessment
Purpose & Capability
Name, description, and the files (SKILL.md + two reference docs) all describe human/user modeling and personalization. The required resources (none) and the behaviors (create/read/update user model files) align with the declared purpose.
Instruction Scope
Runtime instructions explicitly tell the agent to create/read/update files under workspace/human-models/ and to integrate with existing memory files (MEMORY.md, memory/YYYY-MM-DD.md, USER.md). That is coherent for a modeling skill, but it means the agent will be instructed to persist user data. The SKILL.md also lists '内置函数' (analyzeEmotion, extractTopics, etc.) that are not implemented in the package—this assumes platform-provided helpers or other code which is not present in the skill bundle.
Install Mechanism
Instruction-only skill with no install spec, no downloads, and no added binaries — low footprint and nothing written to disk by an installer. All behavior comes from textual runtime instructions.
Credentials
The skill requests no environment variables or external credentials (proportionate). However, it prescribes storing potentially sensitive categories of information (health, finances, family issues) and creating '-private' files that it says should be 'encrypted/authorized' without giving implementation details—this creates an unaddressed need for secure storage and access control.
Persistence & Privilege
always is false and the skill does not request elevated runtime privileges or to modify other skills. The skill's normal autonomous invocation capability is the platform default. Persistent storage behavior (writing user-model files) is part of its function but is limited to the workspace paths it documents.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install real-human - After installation, invoke the skill by name or use
/real-human - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
初始发布 - 帮助AI识别和建模人类个体
Metadata
Frequently Asked Questions
What is 真实的人类?
真实的人类 - 帮助AI识别、分析和建模人类个体。当用户提到"人类建模"、"用户画像"、"人格分析"、"了解一个人"、"分析行为模式"、"真实的人类"时使用。 It is an AI Agent Skill for Claude Code / OpenClaw, with 295 downloads so far.
How do I install 真实的人类?
Run "/install real-human" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 真实的人类 free?
Yes, 真实的人类 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 真实的人类 support?
真实的人类 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 真实的人类?
It is built and maintained by wasinc (@wasinc); the current version is v1.0.0.
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