How does this skill improve AI-human collaboration?

It defines a clear model where the human acts as the authoritative decision-maker and director, while the AI functions as a high-fidelity executor following strict instructional protocols.

What is the purpose of the modular instruction system?

The system organizes AI behavior into specific modules like memory-bank, programming-workflow, and quality-standards to ensure consistent and high-quality outputs across different tasks.

What are the four core thinking principles used in this skill?

The skill utilizes Systems Thinking for architecture, Dialectical Thinking for trade-offs, Innovative Thinking for creative solutions, and Critical Thinking for optimization and validation.

Does this skill include specific programming workflows?

Yes, it integrates a comprehensive framework that includes Test-Driven Development (TDD) cycles, multi-step planning workflows, and strict quality standards.

Foundational Thinking Principles

Name: Foundational Thinking Principles
Author: cuipengfei

bycuipengfei

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生産性とワークフロー

Establishes a core cognitive framework and instructional system to optimize AI-human collaboration and complex problem-solving.

The Foundational Thinking Principles skill serves as the underlying architecture for high-performance AI interactions. It implements a multi-dimensional cognitive framework—incorporating systems, dialectical, innovative, and critical thinking—to ensure every response is architecturally sound and thoroughly validated. By defining a structured collaboration model where humans provide strategic direction and AI provides precise execution, this skill organizes various workflows (like TDD, planning, and memory management) into a unified system that elevates Claude's reasoning capabilities to a professional engineering standard.

主な機能

01Structured human-AI collaboration and authority protocols

02Advanced sequential thinking and shortcut command definitions

03Multi-dimensional cognitive framework for advanced problem-solving

04Integrated quality standards and testing guidelines

05Modular instruction system covering TDD and planning workflows

065 GitHub stars

ユースケース

01Establishing a standardized reasoning framework for complex software engineering tasks

02Implementing structured TDD and planning workflows within an AI-assisted environment

03Aligning AI behavior with specific business analysis and quality standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cuipengfei/prompts foundational-principles

For use in Claude.ai and ChatGPT

Download Skill