Explore the neural network that powers intelligent coding: 5 memory tiers, 68+ specialized skills across 8 domains, automated workflows, self-healing architecture, and cloud-synced knowledge โ all working together in one unified system.
Inspired by neuroscience, CodyMaster operates on 5 distinct memory tiers. Each ring in the visualization represents a different persistence layer โ from millisecond sensory data to permanent structural understanding.
Session variables โ forgotten instantly after each command.
CONTINUITY.md โ 7-day active context. Your current task state.
learnings.json โ lessons reinforced 2ร+ persist 30โ180 days.
qmd / vector search โ permanent deep search across docs.
CodeGraph / AST โ real-time codebase architecture. 95% token compression.
Skills are organized into 8 domains spanning the entire product lifecycle. Each glowing node represents a highly cohesive skill. The system clusters them logically so the Agent always knows what to invoke next.
When a skill fails or encounters unknown parameters, the system doesn't just crash. It invokes cm-skill-health to diagnose the failure, and cm-skill-evolution to automatically generate a mutated, fixed version of the skill.
Over time, your AI becomes perfectly adapted to your specific codebase.
The animated particle streams between nodes represent workflow chains. Each workflow is a pipeline of skills that fire in sequence โ from idea to deployed product. No manual coordination needed.
Skills auto-redirect when complexity is detected: cm-planning
detects ambiguity โ redirects to cm-brainstorm-idea.
The brain self-corrects its workflow path.
The outer sphere represents the knowledge layer. qmd (by Shopify’s Tobi) provides BM25 search across massive local docs โ feeding the Semantic Memory tier. NotebookLM extends this to the cloud โ syncing high-value knowledge across machines, generating podcasts, flashcards, and queryable endpoints.
Data flow: Local Brain โ brain-sync.sh
โ Cloud NotebookLM โ Podcast / Flashcards / Query API
68+ skills. 5 memory tiers. Self-healing intelligence. Install CodyMaster and watch your AI truly think.
bash <(curl -fsSL https://raw.githubusercontent.com/tody-agent/codymaster/main/install.sh) --all
Automatically connects CodyMaster to all detected IDEs and CLI agents.