Finance DRIVER Workflow FAQs

Question 1

What are 'Iron Laws' in the Finance Driver?

Accepted Answer

Iron Laws are non-negotiable rules for each stage, such as 'No building without research' in the Define stage and 'Show don't tell' during Implementation to ensure practical, working results.

Question 2

What is the DRIVER workflow in this skill?

Accepted Answer

DRIVER stands for Define, Represent, Implement, Validate, Evolve, and Reflect. It is a structured methodology that ensures research and planning happen before coding, followed by rigorous validation and documentation.

Question 3

What does 'Cognition Mate' mean?

Accepted Answer

It signifies a relationship where Claude is not just a tool, but an interdependent partner. Claude brings pattern matching and research capability, while the developer brings vision and domain judgment to achieve better results together.

Question 4

How does the 'Annotation Cycle' work?

Accepted Answer

The AI writes a plan to a markdown file, the developer adds inline notes and corrections in their editor, and the AI revises the plan based on those annotations before any implementation begins.

Question 5

Why does this skill prefer Python and Streamlit for finance?

Accepted Answer

For quantitative and financial work, Python's ecosystem (NumPy, Pandas, Scipy) is superior for calculations, and Streamlit allows for immediate UI feedback without the overhead of complex web frameworks.

Finance DRIVER Workflow

主な機能

ユースケース

Finance DRIVER Workflow

主な機能

ユースケース