🎨 Artisan-Chat — Chat Persona & Response Standardization Engine

Standardizes AI Agent Communication Style, Tone of Voice, Visual Color Accents, and Output Architecture across Chat Interactions.

Inspired by guidance-ai/guidance, stanfordnlp/dspy, and outlines.

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📌 Problem Statement

Unstructured AI responses often suffer from inconsistent formatting, verbosity, missing metadata, inconsistent link styles, and lack of visual scannability across different chat turns.

💡 Solution

Artisan-Chat enforces a strict 4-Pillar Communication Standard:

1. Tone of Voice: Direct, authoritative, pedagogical, and fluff-free.
2. Visual Hierarchy & Color Accents: Semantic emoji palettes (🟦 Architecture, 🟩 Execution, 🟨 Audit, 🟪 Metadata).
3. Response Layout: Impact Summary $\rightarrow$ Structured Body $\rightarrow$ Actionable Next Steps $\rightarrow$ Standardized Footnote.
4. Link Integrity: File paths use file:/// scheme and skill attributions use plain names without .md extensions.

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🚀 Programmatic Usage & CLI

# Run standalone response formatter CLI
node lib/artisan-chat.js

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📄 License

MIT © G10DC