Add live progress panel and Stop button to the Gradio app

Simplify topology to 3 agents + 2 tools

Rename module to mealgraph; add CC BY-NC 4.0 LICENSE; slim Space metadata

Add live demo link to README

Harden Gemini structured-decoding contract and write_memory semantics

Switch to Gemini 3.x latest aliases; grounded WebSearch; lab results in UI

Bump HF Space SDK to gradio 5.50.0; drop dev deps from requirements

Drop ddgs <7 cap so HF Space (Python 3.13) can resolve a version

Shorten short_description to satisfy HF Space 60-char limit

Phase 7: Gradio demo + Hugging Face Space metadata

Merge Phase 6 into Phase 7 base

Phase 6: Observability + offline eval harness

Merge Phase 5 into Phase 6 base

Phase 5: A2A-style agent cards + MCP server stub for tools

Merge Phase 4 into Phase 5 base

Phase 4: Close RCE in ComputationTool + guardrails (PII, prompt injection, HITL)

Merge Phase 3 into Phase 4 base

Phase 3: SQLite long-term memory + KnowledgeAgent seam

Merge Phase 2 into Phase 3 base

Phase 2: ValidationAgent (critic loop) + Coach orchestrates revisions

Merge Phase 1 into Phase 2 base

Phase 1: Pydantic schemas + Gemini response_schema (constrained decoding)

Phase 0: Foundations cleanup and test scaffold

Initial commit: existing Nutrition MAS prototype