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Preflight
作者
Kevin Bolander
· GitHub ↗
· v1.0.0
· MIT-0
141
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install preflight
功能描述
Pre-publish audience reaction check. Run any content (tweet, launch copy, pricing page, announcement, blog post) through diverse AI personas before publishin...
安全使用建议
This skill appears to do what it says: run content through persona-based LLM checks. Before installing or enabling autonomous runs, do the following: (1) Confirm the model endpoint (base_url) is a trusted host — the script defaults to localhost but is configurable; pointing it at a remote server would transmit your content off-host. (2) If you will test sensitive or private copy, run the tool locally (keep base_url as localhost) or inspect logs to ensure no unintended outbound endpoints. (3) Note the script requires the Python 'openai' package — install only from trusted sources. (4) If you plan to enable automated/cron/pipeline invocation, make sure you understand when and what content will be auto-submitted to the LLM service. Finally, review the full script on disk (the provided snippet appears truncated in this review) to confirm there are no hidden remote endpoints or telemetry before running in production.
功能分析
Type: OpenClaw Skill
Name: preflight
Version: 1.0.0
The 'preflight' skill is a content evaluation tool designed to simulate audience reactions using a local Ollama instance. The Python script (scripts/preflight.py) and instructions (SKILL.md) are well-defined and align with the stated purpose of predicting engagement and shareability. There is no evidence of data exfiltration, unauthorized execution, or malicious prompt injection; the script's file-reading and network capabilities are limited to local persona files and the local Ollama API (localhost:11434).
能力评估
Purpose & Capability
The name/description (pre-publish persona checks) matches the included assets: SKILL.md, a personas library, and a Python runner that sends the content to an LLM and aggregates persona responses. Required tools (python openai client) are proportional to the task.
Instruction Scope
SKILL.md instructs the agent to read a project personas file if present and to run quick checks when used autonomously. The script performs only the described actions (send content to an LLM, parse responses). However, the script issues HTTP requests to a configurable base_url (default http://localhost:11434/v1). If that base_url is set to a remote/untrusted host, published content could be sent off-host — so confirm the endpoint before enabling autonomous or pipeline runs.
Install Mechanism
There is no install spec (instruction-only skill). The included Python script depends on the openai Python package; this is reasonable and low-risk compared to remote downloads or arbitrary installers.
Credentials
The skill declares no required environment variables or credentials. The script hardcodes api_key='ollama' when constructing the OpenAI client (a placeholder value) and does not read secrets from the environment. This is unusual but not evidence of credential exfiltration; nonetheless verify client configuration before sending sensitive content to any external endpoint.
Persistence & Privilege
The skill does not request 'always' presence and uses default autonomous-invocation behavior. It does not attempt to modify other skills or system-wide settings. Normal privileges for a tool that can be run in pipelines.
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 preflight - 安装完成后,直接呼叫该 Skill 的名称或使用
/preflight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
Initial release — pre-publish audience reaction check with 8 default personas
元数据
常见问题
Preflight 是什么?
Pre-publish audience reaction check. Run any content (tweet, launch copy, pricing page, announcement, blog post) through diverse AI personas before publishin... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 141 次。
如何安装 Preflight?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install preflight」即可一键安装,无需额外配置。
Preflight 是免费的吗?
是的,Preflight 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Preflight 支持哪些平台?
Preflight 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 Preflight?
由 Kevin Bolander(@kbo4sho)开发并维护,当前版本 v1.0.0。
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