What is the PCEC self-evolution system?

The PCEC (Process-Capability-Evolution-Cycle) allows the skill to automatically analyze recent work and generate new reusable technical patterns or 'skills' every 3 hours.

What is the Five-Stage Orchestration process?

It is a systematic development pipeline consisting of Research (feasibility), Planning (task decomposition), Implementation (TDD), Review (security audit), and Verification (build and fix).

How does this skill help save on token costs?

It employs 'Token Economics' using the mgrep toolchain to reduce context consumption by 50% and enforces a 300-line limit per file to minimize overhead.

Can I run multiple tasks simultaneously with this skill?

Yes, it utilizes Git Worktree isolation to allow 3-4 parallel tasks to run without merge conflicts or context bleeding between different features.

Programming Expert

Name: Programming Expert
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

Productivity & Workflow

Optimizes the end-to-end software development lifecycle through advanced architectural patterns, token-efficient workflows, and autonomous capability evolution.

This skill transforms Claude into a high-level technical architect and workflow orchestrator designed for complex software engineering tasks. It implements a rigorous five-stage development pipeline—Research, Plan, Implement, Review, and Verify—ensuring that every task is grounded in data and thoroughly tested. By utilizing advanced token-saving strategies like the 'mgrep' toolchain and enforcing modular code standards, the skill reduces context overhead while maintaining high precision. It is specifically designed for 'technical geeks' who require structured system thinking, parallel task management via Git Worktrees, and a self-evolving capability system that learns from every interaction to improve future performance.

Key Features

01Self-evolving capability tree with anti-degeneration safeguards

02Model-task matching (Haiku/Sonnet/Opus) for optimized performance

03Five-stage development orchestration (Research to Verification)

040 GitHub stars

05Token economy optimization using mgrep and modular file standards

06Multi-instance parallel task management with Git Worktree isolation

Use Cases

01Executing high-concurrency development tasks without context interference

02Implementing Test-Driven Development (TDD) with automated security and safety reviews

03Designing complex system architectures with multi-model verification strategies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/openclaw programming-expert

For use in Claude.ai and ChatGPT

Key Features

01Self-evolving capability tree with anti-degeneration safeguards

02Model-task matching (Haiku/Sonnet/Opus) for optimized performance

03Five-stage development orchestration (Research to Verification)

040 GitHub stars

05Token economy optimization using mgrep and modular file standards

06Multi-instance parallel task management with Git Worktree isolation

Use Cases

01Executing high-concurrency development tasks without context interference

02Implementing Test-Driven Development (TDD) with automated security and safety reviews

03Designing complex system architectures with multi-model verification strategies