What is the Five-Stage Orchestration framework?

It is a structured development pipeline that moves every task through Research, Planning, Implementation (TDD), Security Review, and Final Verification for maximum reliability.

What is the Anti-Degeneration Lock (ADL)?

ADL is a safety protocol that ensures the skill's self-evolution remains focused on stability, explainability, and reusability rather than unnecessary complexity.

Can this skill handle multiple programming tasks simultaneously?

Yes, it utilizes Git Worktree for multi-instance isolation, allowing for 3-4 parallel tasks to run without environment conflicts.

How does this skill optimize Token usage?

It implements 'Token Economics' practices, such as using mgrep for targeted searching and enforcing a 300-line file limit to minimize context payload and costs.

Programming Expert

Name: Programming Expert
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

Developer Tools

Provides expert-level architectural guidance, optimized development workflows, and self-evolving programming strategies.

The Programming Expert skill transforms Claude into a high-level software architect and workflow specialist. It introduces sophisticated frameworks like five-stage task orchestration, 'Token Economics' for resource optimization, and verification-driven development to ensure industrial-grade code reliability. Designed for complex systems, it helps developers navigate model selection across different LLM tiers, manage parallel tasks via Git Worktree, and build long-term technical assets through its unique self-evolving 'Capability Tree' system.

Key Features

010 GitHub stars

02Precision model matching (Haiku, Sonnet, Opus) for cost-performance optimization

03Self-evolving capability system with Anti-Degeneration Lock (ADL) protocols

04Token Economics strategy to reduce context overhead via modular code standards

05Five-stage workflow orchestration: Research, Plan, Implement, Review, and Verify

06Parallelized task control using Git Worktree multi-instance isolation

Use Cases

01Standardizing enterprise-level development pipelines using TDD and security reviews

02Refactoring large codebases into modular units to improve context efficiency and maintainability

03Architecting complex software systems with specific model-matching for cost and performance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/ai programming-expert

For use in Claude.ai and ChatGPT

Key Features

010 GitHub stars

02Precision model matching (Haiku, Sonnet, Opus) for cost-performance optimization

03Self-evolving capability system with Anti-Degeneration Lock (ADL) protocols

04Token Economics strategy to reduce context overhead via modular code standards

05Five-stage workflow orchestration: Research, Plan, Implement, Review, and Verify

06Parallelized task control using Git Worktree multi-instance isolation

Use Cases

01Standardizing enterprise-level development pipelines using TDD and security reviews

02Refactoring large codebases into modular units to improve context efficiency and maintainability

03Architecting complex software systems with specific model-matching for cost and performance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/ai programming-expert

For use in Claude.ai and ChatGPT