Prompt Weaver Framework

Prompt Architect Pro: The Intelligent Prompt Engineering Framework for Claude & Beyond

[](https://kodancrash-oss.github.io/prompt-weaver-framework/)

Why This Exists: From Prompt Tinkering to Prompt Engineering

Most prompt builders are like giving someone a hammer and telling them to build a cathedral. You get lots of noise, but rarely structure. **Prompt Architect Pro** flips this paradigm entirely.

Inspired by Anthropic's "Prompting 101" workshop and the 10-block framework, this repository delivers a production-grade, interview-style prompt construction engine. Instead of guessing what works, you engage in a structured conversation with Claude where the AI itself helps you architect prompts that are precise, scalable, and battle-tested.

Think of it as having a master carpenter sit beside you, guiding every cut and measurement. The result isn't just a prompt—it's a blueprint for AI interaction that survives production environments.

---

🧠 Core Philosophy: The Interview-Style Architecture

Traditional prompt engineering is a monologue. You write, the AI responds. If it's wrong, you rewrite. This is exhausting and unreliable.

Our approach is a **dialogue**. The system asks you targeted questions about your use case, audience, constraints, and desired output format. Each answer refines the next question, gradually building a 10-block prompt structure that mirrors how professional prompt engineers think.

graph TD
    A[User Goal Input] --> B[Block 1: Persona Definition]
    B --> C[Block 2: Context Injection]
    C --> D[Block 3: Task Specification]
    D --> E[Block 4: Format Constraints]
    E --> F[Block 5: Example Generation]
    F --> G[Block 6: Edge Case Handling]
    G --> H[Block 7: Tone & Style Control]
    H --> I[Block 8: Output Validation Rules]
    I --> J[Block 9: Fallback Protocols]
    J --> K[Block 10: Iterative Refinement Loo