cli-generator
AI-Friendly CLI Generator Skill
Generate Python command-line interfaces optimized for AI agents and agentic coding environments.
Core Principle: Every Output is a Prompt
In an agentic coding environment, every interaction with a CLI tool is a turn in a conversation. The tool's output—whether it succeeds or fails—should be designed as a helpful, guiding prompt for the agent's next action.
Tech Stack
- Python - Primary language
- Click - CLI framework
- Pydantic - Data validation and response models
- Rich - Terminal formatting and tables
- uv - Package management
Project Structure
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Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including problem formulation, literature review, methodology, data collection, analysis, results interpretation, and scholarly writing quality.
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