Grannysrecipes

Enforces atomic commits, checkpoint summaries, rate-limit recovery, and safe resume patterns. Writes session state to cognitive-memory so interrupted sessions can restart cleanly.

Round-robin multi-LLM consultation with full-context debate. GPT proposes, Gemini refines, Grok challenges — each sees the full chain including wheat/chaff verdicts and justifications. Nothing is filtered between rounds.

Knows common ingredient substitutions and validates they don't break recipes. Handles dairy-free, gluten-free, egg-free, sugar-free, and altitude adjustments.

Cross-repository cognitive memory system with semantic search. Persists knowledge across sessions using TF-IDF recall, memory versioning, knowledge graph edges, and confidence decay. Memory is cognition, not storage.

Audits WCAG 2.1 AA compliance for Granny Hudson's Kitchen — validates image alt text, color contrast, heading hierarchy, form labels, keyboard navigation, and screen reader compatibility on recipe pages.

Tracks content freshness across Granny Hudson's Kitchen web pages. Flags stale pages, monitors recipe data currency, and ensures the website reflects the latest transcription work.

Validates internal links, image references, and page connectivity for Granny Hudson's Kitchen. Catches broken recipe links, missing images, and dead anchors.

Generates and maintains the printable recipe ebook from recipe data. Handles table of contents, category grouping, print CSS, and collection-specific branding for Granny Hudson's Kitchen.

Wraps the nutrition estimation scripts with skill-level guidance. Knows when to run estimates, how to interpret results, and how to handle unclear measurements for Granny Hudson's recipes.

Integrity guardrail for recipe archives. Enforces careful, verified, faithful work over clever shortcuts. Activates on every file modification to ensure measurements, attributions, and transcriptions are verified before committing. These recipes are family heirlooms — accuracy is worship.

Validates JSON-LD structured data, Open Graph, Twitter Cards, and AI meta tags for recipe content

ICP-2 — Human-First SEO & Answer Engine Optimization (AEO) standard for 2026

Quick multi-LLM second opinion. Sends a single prompt to GPT, Gemini, or Grok with a role-based system prompt and returns structured feedback.

Full multi-LLM pipeline orchestration. Runs the recipe pipeline that coordinates GPT (lead), Gemini, Grok, and Claude for recipe generation and validation. Auto-detects recipe mode from this repository.