스킬 검색.../

Symergetics | Skills Pool

스킬 파일

Symergetics

Proficient in implementing exact arithmetic and geometric pattern discovery using the Symergetics framework, enhancing computational precision in mathematical analysis.

docxology0 스타2026. 4. 1.

직업
카테고리: 머신러닝

스킬 내용

Symergetics: Symbolic Synergetics for Rational Arithmetic

Daniel Ari Friedman (2025) · Art

Instructions

Use this skill when working with topics related to Symergetics, Synergetics, Buckminster Fuller, rational arithmetic.

When applying this skill:

Apply Symergetics for symbolic geometric computation
Implement all-integer accounting using Synergetics principles

Key Concepts

Symergetics
Synergetics
Buckminster Fuller
rational arithmetic
Quadray coordinates
IVM lattice
symbolic computation
computational geometry

Methods & Techniques

관련 스킬

빠른 설치

Symergetics

npx skills add docxology/docxology

Skill 다운로드 저장소 열기

작성자: docxology
스타: 0
업데이트: 2026. 4. 1.
직업

이 페이지의 내용

01Symergetics: Symbolic Synergetics for Rational Arithmetic

Utilization of exact rational arithmetic with automatic simplification to eliminate approximation errors.
Adoption of a Quadray coordinate system to maintain spatial relationships in tetrahedral geometry.
Execution of volume calculations for Platonic solids based on IVM units.
Implementation of pattern discovery algorithms that leverage exact arithmetic for enhanced mathematical insights.

Key Findings

Achieved 100% precision preservation across 953 test cases in computational validation.
Demonstrated that exact arithmetic reveals previously obscured mathematical relationships and patterns.
Showed that the Quadray system provides more accurate spatial representations than traditional Cartesian methods.
Established that exact volume calculations offer deeper insights into geometric relationships than conventional approaches.

Prerequisites

Familiarity with William Blake's prophetic works
Active Inference and Free Energy Principle basics

🎯 Consulting & Tutoring

Daniel Ari Friedman, PhD is available for AI Research Consulting and Tutoring related to this skill.

Related Skills

See BIBLIOGRAPHY.md for the complete publication catalog and related papers.

02

Instructions

04Methods & Techniques

06Prerequisites

07🎯 Consulting & Tutoring

08Related Skills

Continuous Learning V2

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.

Continuous Learning V2

Hook'lar aracılığıyla oturumları gözlemleyen, güven skorlaması ile atomik instinct'ler oluşturan ve bunları skill/command/agent'lara evriltiren instinct tabanlı öğrenme sistemi. v2.1 çapraz proje kontaminasyonunu önlemek için proje kapsamlı instinct'ler ekler.

Continuous Learning V2

훅을 통해 세션을 관찰하고, 신뢰도 점수가 있는 원자적 본능을 생성하며, 이를 스킬/명령어/에이전트로 진화시키는 본능 기반 학습 시스템. v2.1에서는 프로젝트 간 오염을 방지하기 위한 프로젝트 범위 본능이 추가되었습니다.

Continuous Learning

Claude Codeセッションから再利用可能なパターンを自動的に抽出し、将来の使用のために学習済みスキルとして保存します。

Continuous Learning

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Pytorch Patterns

PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.