What file operations can the created agents perform?

Agents can list, read, write, and precisely edit files, as well as use glob and grep for advanced codebase searching.

Can I modify the provided tool docstrings?

No, the tool descriptions are precision-engineered for LLM comprehension and should not be modified to ensure the agent uses them correctly.

Which LLMs are compatible with Power Agent Creator?

It is designed to work with any high-reasoning LLM supported by LangChain, including models like GPT-4, Claude 3.5, and Grok.

What is the 'Secret' to customizing agents with this skill?

The secret is that you only need to add one HumanMessage after the initial SystemPrompt to define specialized roles, capabilities, and constraints.

Power Agent Creator

Name: Power Agent Creator
Author: hongbietcode

byhongbietcode

•

数据科学与机器学习

Builds high-performance, autonomous AI agents using battle-tested system prompts and production-ready tool implementations.

关于

Power Agent Creator provides a professional framework for developing sophisticated AI agents comparable to industry leaders like Claude Code. It simplifies the complex process of agent construction by providing a 'masterpiece' system prompt, a robust toolset for file operations and code execution, and a streamlined agent loop pattern. This skill is ideal for developers who need to create specialized autonomous assistants—such as DevOps experts, security auditors, or data scientists—by utilizing a unique customization method that requires only a single human message to define new roles and constraints.

主要功能

Battle-tested system prompts refined through extensive evaluation
Single-message specialization secret for rapid role deployment
Integrated task management and background process monitoring
Production-ready tools for file operations, ripgrep search, and bash execution
2 GitHub stars
A simplified, extensible agent loop pattern for autonomous task handling

使用场景

Building an autonomous Data Science assistant for data cleaning and ML modeling
Creating a specialized DevOps agent for managing Kubernetes and CI/CD infrastructure
Developing a security analyst agent to perform code vulnerability audits

关于

主要功能

Battle-tested system prompts refined through extensive evaluation
Single-message specialization secret for rapid role deployment
Integrated task management and background process monitoring
Production-ready tools for file operations, ripgrep search, and bash execution
2 GitHub stars
A simplified, extensible agent loop pattern for autonomous task handling

使用场景

Building an autonomous Data Science assistant for data cleaning and ML modeling
Creating a specialized DevOps agent for managing Kubernetes and CI/CD infrastructure
Developing a security analyst agent to perform code vulnerability audits