McGravity is a fast TUI that orchestrates AI coding tools like Claude Code, Codex, and Gemini in a plan-execute-review loop. It breaks work into atomic tasks for easier verification and course-correction. Ideal for developers and operations teams looking to streamline coding workflows.
git clone https://github.com/tigranbs/mcgravity.gitmcgravity is an innovative automation skill designed to orchestrate AI coding tools such as Claude Code, Codex, and Gemini in a structured plan-execute-review loop. This fast terminal user interface (TUI) breaks down complex work into atomic tasks, allowing for easier verification and course correction. By facilitating a clear workflow, mcgravity enhances the efficiency of coding processes, making it a valuable asset for developers and product managers alike. The key benefits of mcgravity include improved task management and streamlined collaboration among AI agents. By segmenting work into manageable components, users can quickly assess progress and make necessary adjustments, ultimately saving time in the development cycle. Although the exact time savings are currently unknown, the skill's design promotes a more efficient workflow, which can lead to significant reductions in project timelines when implemented effectively. This skill is particularly suited for developers, product managers, and AI practitioners who are looking to enhance their coding workflows. It is ideal for teams that rely heavily on AI automation and need to ensure that their coding tasks are executed with precision. With its intermediate implementation difficulty, mcgravity can be set up in just 30 minutes, making it accessible for those familiar with AI tools and coding environments. Practical use cases for mcgravity include automating repetitive coding tasks, improving code quality through iterative reviews, and facilitating collaboration between multiple AI agents. For instance, a development team could use mcgravity to coordinate a project involving multiple AI tools, allowing them to efficiently manage tasks such as code generation, testing, and debugging. As organizations increasingly adopt AI-first workflows, mcgravity stands out as a crucial skill that enhances productivity and streamlines the development process.
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/tigranbs/mcgravityCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
I need to automate [TASK] for [COMPANY] in the [INDUSTRY] sector. Break this down into atomic tasks using McGravity's TUI. Here's the relevant [DATA] to consider: [DATA]. Please provide a step-by-step plan for execution and review.
# Automating Customer Data Processing for TechCorp in the FinTech Industry ## Plan 1. **Data Ingestion**: Set up API connections to pull customer data from CRM and payment systems. 2. **Data Cleaning**: Implement validation rules and handle missing/inconsistent data. 3. **Data Transformation**: Convert data into a standardized format for analysis. 4. **Data Analysis**: Generate insights on customer behavior and spending patterns. 5. **Reporting**: Create automated reports for the marketing and sales teams. ## Execution - Use Python with Pandas for data manipulation. - Schedule daily data pulls using cron jobs. - Store processed data in a PostgreSQL database. ## Review - Validate data integrity with sample checks. - Compare reports with manual analysis for accuracy. - Monitor system performance and optimize as needed.
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