Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.
Local context tooling for AI agents. Use it to select, shape, reuse, recover, and inspect context before inference when reading files…
Code search via LeanKG MCP when HTTP :9699 is healthy; otherwise skip LeanKG and use default Grep/Glob/Read.
Analyze your OMC usage patterns and get personalized recommendations
Learn and explain an unfamiliar codebase by first discovering which agent skills are installed, then applying the ones relevant to this…
Turn an uploaded PDF, paper, book chapter, document, URL, or user-provided topic into a structured, interactive learning course.
Learn transferable presentation craft from existing reference decks and distil it into a reusable presentation-guide.md.
Generates structured HTML study plans with interactive Mermaid diagrams from pre-analyzed video data.
Study the project before touching it — read the structure, find the entry points, trace how it actually works, learn its conventions — and…
Extract a learned skill from the current conversation
Profiles learner backgrounds, establishes learning goals, and sets up tailored study baselines before instruction begins.
Use when a user asks conceptual questions about Shuriken — what it does, what features exist, how a feature works, or "what is X on…
[Beta] CI-only learning aggregation workflow using gh-aw (GitHub Agentic Workflows).
An opt-in programming tutor, configurable by level, for junior developers who want to understand what they are building.
Routes and disambiguates learner goals, tech stacks, and interview prep requests into actionable structured learning pathways.
Auto-document insights and discoveries during development sessions.
Generates goal-oriented, verifiable learning roadmaps tailored to developer profiles, tech stacks, and interview targets.
Adjusts and refines dynamic learning plans based on learner feedback while preserving existing progress and milestones.
Operate a user-authorized online learning platform to resume eligible courses, use the highest visible allowed playback speed, handle…
Tracks study milestones, mastery evidence, review schedules, and recommended next steps using evidence-based, read-only progress summaries.
Generates standardized, multi-chapter learning project directories and runnable workspaces for interactive coding courses.