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prompt-engineer-toolkit
作者
Alireza Rezvani
· GitHub ↗
· v1.0.0
· MIT-0
349
总下载
0
收藏
3
当前安装
2
版本数
在 OpenClaw 中安装
/install prompt-engineer-toolkit
功能描述
Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and s...
安全使用建议
This skill appears to do what it says, but review before use: (1) Inspect the scripts yourself — they run locally and are readable. (2) Be careful when supplying --runner-cmd: the script will execute whatever command you provide (so avoid embedding secrets or using networked commands you don't trust). (3) The versioner writes a local JSONL file (.prompt_versions.jsonl by default); ensure it is stored in a safe directory and that sensitive prompt content (PII, secrets) is handled appropriately. (4) If you plan to let an autonomous agent call this skill, restrict or validate any runner_cmd the agent could construct to avoid accidental execution of arbitrary system/network commands. (5) If you want additional assurance, run the tools in an isolated environment or container and/or have an administrator review the code before deployment.
功能分析
Type: OpenClaw Skill
Name: prompt-engineer-toolkit
Version: 1.0.0
The toolkit provides functional prompt engineering utilities, but `scripts/prompt_tester.py` contains a high-risk capability via the `--runner-cmd` parameter. This feature uses `subprocess.run` to execute arbitrary shell commands constructed from user-provided templates, which could be exploited for command injection or arbitrary code execution if the agent is manipulated into using a malicious runner or processing untrusted input. While this behavior is aligned with the tool's stated purpose of testing prompts against external CLIs, it represents a significant security risk without clear evidence of intentional malice.
能力评估
Purpose & Capability
The name/description (prompt evaluation, templates, versioning) align with the included files and scripts. The two Python scripts implement A/B testing and local prompt versioning as claimed. No unrelated environment variables, binaries, or external services are required by default.
Instruction Scope
SKILL.md instructs the agent/operator to run local scripts and optionally provide a runner command template. The prompt_tester script will execute any user-supplied --runner-cmd via subprocess.run (after shlex.split). That behavior is expected for a toolkit that can invoke an external LLM CLI, but it means the skill will run arbitrary external commands if a runner_cmd is provided. The instructions themselves do not command reading unrelated system files or exfiltrating data, but misuse of runner_cmd could cause that.
Install Mechanism
No install spec — instruction-only with included scripts. Nothing is downloaded or written by an installer; scripts are plain Python and run locally.
Credentials
The skill requires no credentials or environment variables. It stores versions in a local JSONL file by default (.prompt_versions.jsonl). No unexpected secret-access patterns are present in the code or SKILL.md.
Persistence & Privilege
always is false. The only persistent artifact is a local JSONL store (default path is configurable) for prompt versions. The skill does not modify other skills or system-wide agent settings.
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 prompt-engineer-toolkit - 安装完成后,直接呼叫该 Skill 的名称或使用
/prompt-engineer-toolkit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 publish
v2.1.1
v2.1.1: optimization, reference splits
元数据
常见问题
prompt-engineer-toolkit 是什么?
Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and s... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 349 次。
如何安装 prompt-engineer-toolkit?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prompt-engineer-toolkit」即可一键安装,无需额外配置。
prompt-engineer-toolkit 是免费的吗?
是的,prompt-engineer-toolkit 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
prompt-engineer-toolkit 支持哪些平台?
prompt-engineer-toolkit 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 prompt-engineer-toolkit?
由 Alireza Rezvani(@alirezarezvani)开发并维护,当前版本 v1.0.0。
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