finwiz-ai-minimalism

Route tasks to Python for deterministic processing and AI for complex reasoning.

1|Updated Jun 13, 2025

Search Tags:#python #deterministic #templating #llm-costs #ai-minimalism

One-click install

npx skills add https://github.com/fjacquet/finwiz --skill finwiz-ai-minimalism

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: finwiz-ai-minimalism
Source: https://github.com/fjacquet/finwiz/tree/main/.claude/skills/finwiz-ai-minimalism
Command: npx skills add https://github.com/fjacquet/finwiz --skill finwiz-ai-minimalism

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides decision rules to minimize AI usage, saving costs and improving performance by preferring Python for deterministic tasks and AI for complex reasoning.

Core Features & Use Cases

AI for Reasoning: Reserve AI agents for tasks requiring complex interpretation or synthesis.
Python for Determinism: Execute rule-based processing, data transformation, and templating with Python.
Cost & Performance: Minimize unnecessary LLM usage to save time and money.

Quick Start

When faced with a task, decide whether Python functions or AI agents should handle it, and execute the chosen approach accordingly (e.g., render a template with Python rather than prompting an AI to generate HTML).