Enhance scenario and portfolio JSON generation with randomized context and messaging for improved variability in outputs

Enhance user experience by adding error handling for revision actions, improving content reflection in drafts, and introducing a baseline LLM client for fallback generation

Refactor portfolio and scenario services to utilize prompt formats for consistency and clarity

chore(kb): periodic knowledge base refresh

Refactor fine-tuning scripts and documentation for ProofKit

Add ProofKit theme and styles with custom CSS and JS enhancements

Use business-hours (EST) availability instead of weekends/evenings

Make uncovered roles graceful so any domain feels supported

Fix step navigation/draft visibility and add 4 new personas

Clarify intake form, add recruiter support, drop GitHub README

Enhance leadership context handling and UI processing indicators

Merge pull request #1 from visprogithub/proofkit-updates

chore(kb): periodic knowledge base refresh

Add local-first/llama.cpp backend, fine-tune pipeline, traces, custom UI

Refactor code structure for improved readability and maintainability

Add Kaggle + Hugging Face dataset ingestion with periodic refresh

Build ProofKit MVP: Gradio app, services, data, and docs