Command-line AI. Structured prompting. Sovereign model routing. Purpose-driven automation.
The Loop717 CLI is an AI-enhanced command-line interface that brings intelligent reasoning directly into your terminal, guided by principled values. It understands natural language requests, executes complex multi-step workflows, and interacts with local language models to assist with coding, testing, debugging, and system administration — all while honoring your autonomy.
Prompt Architect is a six-stage workflow system that transforms requirements into production-ready code through engineered precision guided by higher principles. Each stage is designed to guide AI reasoning through the complete development lifecycle — from initial discovery to final polish — with integrity at every step.
Understand the problem with purpose. Define constraints honorably. Identify requirements with integrity. Prompt Architect helps you ask the right questions before writing any code.
Translate discovery into structured specifications guided by principled thinking. Generate clear, testable requirements that guide implementation and prevent scope creep.
Design system structure with values at the core. Choose appropriate patterns. Evaluate trade-offs honestly. AI assists with architectural decisions rooted in best practices and higher ideals.
Generate implementation with integrity. Write clean, maintainable code that aligns with architectural decisions. Prompt Architect ensures consistency across modules.
Create comprehensive test suites with purpose. Validate functionality. Catch edge cases. AI generates unit tests, integration tests, and test data based on your codebase.
Refine code quality with continuous evolution. Optimize performance. Improve documentation. The final stage ensures production readiness and long-term maintainability.
The Local Model Router manages multiple AI models on your local hardware, intelligently routing tasks based on complexity, context size, and performance requirements. Switch between models instantly. Optimize for speed or accuracy. Maintain complete sovereign control over inference — honoring your freedom and autonomy.
Cloud AI services offer convenience — but at the cost of privacy, control, and latency. The Local Model Router gives you the power of state-of-the-art language models without compromising on security, autonomy, or the freedom to operate entirely on your terms.