custom-agent-with-skills
🥈SilverA Pydantic AI agent framework that implements progressive disclosure for efficient context management. Ideal for operations teams automating workflows. Integrates with Claude and other AI agents.
95140Updated 2mo ago
Intermediate30min to implementautomation
Saves ~60 min per use
Quick InstallView Source
git clone https://github.com/coleam00/custom-agent-with-skills.gitWorks with:
Claude
Overview
About This Skill
Custom Agent with Skills is a framework-agnostic skill system for AI agents that implements progressive disclosure—loading skill instructions and resources on-demand to eliminate context window constraints. The system manages AI context efficiently by loading skill metadata first, then full instructions and reference files only when needed, allowing agents to access hundreds of skills without overwhelming the context window. It comes with five production-ready skills for weather forecasts, academic paper search, recipe discovery, timezone conversion, and code review, all built with Pydantic models for type safety. Ideal for operations teams automating workflows and developers extending AI capabilities without vendor lock-in.
How to Use
Install UV, clone the repository, run `uv sync` to install dependencies, set your LLM API key in `.env`, and run `uv run python -m src.cli` to start the agent. Skills load automatically as the agent selects them based on user requests.
Use Cases
Automate weather lookups and forecasts across multiple locations
Search and summarize academic research papers by topic
Find recipes based on available ingredients and dietary restrictions
Convert times and check current time across world timezones
Setup & Installation
Quick Install
No install command available. Check the GitHub repository for manual installation instructions.
Alternative Install (Git Clone)
git clone https://github.com/coleam00/custom-agent-with-skillsRequirements
- Claude Code or compatible AI agent
- Works with: Claude
Quick Start Guide
1
Install the Skill
Copy the install command above and run it in your terminal.
2
Open Your AI Agent
Launch Claude Code, Cursor, or your preferred AI coding agent.
3
Try It Out
Use the prompt template or examples below to test the skill.
4
Customize
Adapt the skill to your specific use case and workflow.
Usage Examples
Prompt Template
Create a custom agent with the following skills: [SKILL_1], [SKILL_2], [SKILL_3]. The agent should use progressive disclosure to manage context efficiently. The agent will operate in the [INDUSTRY] industry and will process [DATA] data. The agent should be integrated with [AI_TOOL] for additional capabilities.
Example Output
# Custom Agent Design ## Skills - **Data Extraction**: Extracts relevant data from [INDUSTRY] reports. - **Analysis**: Performs trend analysis on [DATA] data. - **Reporting**: Generates comprehensive reports. ## Progressive Disclosure - **Initial Context**: Basic understanding of [INDUSTRY] trends. - **Progressive Context**: Detailed analysis of [DATA] patterns. ## Integration - **AI Tool**: [AI_TOOL] for advanced data processing. ## Workflow 1. **Data Ingestion**: The agent ingests [DATA] from various sources. 2. **Initial Analysis**: Performs a basic analysis to identify trends. 3. **Detailed Analysis**: Uses progressive disclosure to delve deeper into specific patterns. 4. **Report Generation**: Compiles findings into a comprehensive report. 5. **AI Enhancement**: Leverages [AI_TOOL] for additional insights.
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