AI Engineering

Learning How To Learn teaches study strategies, memory techniques, and metacognition for effective learning. Use it when you need a study plan, want to remember more, or need help choosing the right learning method.

Medical & Health Sciences Tutor helps students learn anatomy, physiology, pharmacology, pathology, and clinical reasoning. It is used for exam prep and case-based study from basic science to clinical application.

University Stem Tutor helps with university-level STEM coursework by explaining concepts from first principles, working through problems, and strengthening reasoning. It also supports CS debugging, lab reports, exam prep, and research projects.

Ash Framework guides generating and editing Ash resources, actions, policies, validations, and code interfaces in Phoenix and LiveView apps. Use it when working with Ash codegen, domain interfaces, or AshPhoenix.Form.

Autoresearch runs a loop that mutates one plugin skill at a time, evaluates it with deterministic checks, and keeps or reverts the change. Use it for targeted or overnight improvement runs.

Brainstorm gathers and structures Elixir/Phoenix requirements through an interactive interview, then saves an interview.md file for later planning. Use it when an idea is vague, the approach is unclear, or you want to compare options before planning.

Claude Code Changelog Assistant tracks new Claude Code releases, extracts versions since the last check, and maps breaking changes, opportunities, deprecations, and fixes to plugin components. Use it before releases or on a schedule.

Session Scan computes deterministic metrics for Claude Code sessions discovered through ccrider MCP. Use it to triage sessions by friction, opportunity, and fingerprint, with broad-session filtering and deduplication.

Butterbase Agents helps design, deploy, and debug declarative LLM/tool graphs for Butterbase apps. Use it for stateful multi-step workflows, MCP tool registration, access controls, limits, and agent run debugging.

Butterbase AI Gateway lets agents call an app's AI gateway for chat completions, embeddings, model listing, config updates, and usage reporting. Use it to manage defaults, BYOK keys, and token or cost usage.

Butterbase Skills gives Claude Code guided workflows for Butterbase, including app building, schema design, auth, functions, deploys, and debugging. It also auto-configures the Butterbase MCP connection and context.

Durable Objects helps you build stateful per-key actors for chat rooms, multiplayer rooms, rate limiters, and long-running agents. Use it when a single key needs persistent in-memory state plus storage across requests.