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在 OpenClaw 中安装
/install persona-calibration
功能描述
Create, audit, or update an OpenClaw agent persona through a structured multi-round calibration workflow. Use when the user wants to create a new assistant p...
安全使用建议
This skill appears to do what it says: run structured interviews and propose persona file edits. Before installing or running it, confirm two things: (1) that the agent is allowed to read public web/GitHub content if you expect external sourcing (private repos would need explicit credentials), and (2) that the agent is allowed to write to the persona files (SOUL.md / IDENTITY.md / USER.md / MEMORY.md). If you want a stricter audit trail, require explicit user approval before any automatic file writes and avoid storing sensitive user data into MEMORY.md.
功能分析
Type: OpenClaw Skill
Name: persona-calibration
Version: 1.0.0
The persona-calibration skill provides a structured, multi-round interview framework for refining an OpenClaw agent's personality and behavioral rules. The workflow emphasizes user approval before modifying core configuration files (SOUL.md, IDENTITY.md, etc.) and includes explicit guardrails against storing sensitive or low-value data in long-term memory. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the skill's logic is entirely consistent with its stated purpose of persona management.
能力评估
Purpose & Capability
The name/description (persona calibration) matches the instructions: running multi-round questionnaires, extracting persona dimensions from public examples, and mapping results into SOUL.md / IDENTITY.md / USER.md / MEMORY.md. It does not ask for unrelated credentials or binaries.
Instruction Scope
Instructions explicitly direct the agent to inspect representative sources on GitHub or the web and to edit the OpenClaw persona files. Both actions are appropriate for this skill, but they imply network access (public web/GitHub) and write access to the agent's persona files; the skill does not instruct the agent to read unrelated system files or environment variables.
Install Mechanism
No install spec and no code files are present (instruction-only). This minimizes on-disk risk; nothing is downloaded or installed.
Credentials
The skill declares no environment variables, no credentials, and no config path requirements. The lack of requested secrets is proportional to the stated functionality (public web inspection and editing local persona files).
Persistence & Privilege
The workflow includes producing and applying edits to SOUL.md / IDENTITY.md / USER.md / MEMORY.md. Applying edits requires write permission to those files; the skill recommends proposal→approval for major edits, which is good practice. The skill does not set always:true and does not request elevated or cross-skill configuration changes.
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 persona-calibration - 安装完成后，直接呼叫该 Skill 的名称或使用
/persona-calibration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
v1.0.0
# 1.0.0
Initial release.
- Structured persona calibration workflow for OpenClaw agents
- Supports creating, auditing, and refining agent personas
- Guides updates to SOUL.md, IDENTITY.md, and USER.md
- Helps define tone, communication style, boundaries, initiative, and collaboration preferences
- Works for both first-time setup and ongoing persona iteration
元数据
常见问题
Persona Calibration 是什么？
Create, audit, or update an OpenClaw agent persona through a structured multi-round calibration workflow. Use when the user wants to create a new assistant p... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 106 次。
如何安装 Persona Calibration？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install persona-calibration」即可一键安装，无需额外配置。
Persona Calibration 是免费的吗？
是的，Persona Calibration 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Persona Calibration 支持哪些平台？
Persona Calibration 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 Persona Calibration？
由 dengyh（@dengyh）开发并维护，当前版本 v1.0.0。
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