Principles Flashcards Quiz

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Prepare

Establish clear information architecture and context environment

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3

Stage Principles

Four-Stage Methodology

Prepare: Build a Solid Foundation

Establish clear information sources, optimize prompts, and maintain clean contexts.

1

Stage 1

Single Source of Truth

Concept

Information dispersion equals context confusion; both AI and humans may misjudge.

Practices

Centralize all requirements, designs, and context in one documentation hub (Notion / Confluence / GitHub Wiki)
For AI, directly reference this single source rather than ad-hoc copy-pasting

Anti-patterns

Team members maintaining different document versions, causing inconsistent AI responses

2

Stage 1

Prompt First

Concept

Prompts are the new generation of design documents.

Practices

Write prompts before tasks begin, clarifying inputs, outputs, style, and constraints
Teams reuse validated prompt templates

Anti-patterns

Immediately asking AI to write code, resulting in wrong direction and rework

3

Stage 1

Context Hygiene

Concept

Clean context enables more precise AI performance.

Practices

Start independent sessions for each new task to avoid old content interference
Regularly summarize current status in one sentence to help AI "align context"

Anti-patterns

Mixing conversations from three days ago with today's tasks

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