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…
Use when the user invokes /learn or asks to remember, save, or capture a pattern, decision, gotcha, procedure, or feature dossier from…
An opt-in programming tutor, configurable by level, for junior developers who want to understand what they are building.
Routes AI-driven development so the human keeps making the design decisions and reviewing the result.
Routes and disambiguates learner goals, tech stacks, and interview prep requests into actionable structured learning pathways.
Auto-document insights and discoveries during development sessions.
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.
For factual learning: assigns norm, burden of proof and counter-argument; result: test product with risk and next step.
Converts structured knowledge into interactive diagrams using 5 core visualization types
Move a family photo library off Google Photos onto self-hosted Immich, with a backup that actually restores.
Guides double-entry ledger design: journal entries, chart of accounts, sub-ledgers (AR, AP, GL), reconciliation between ledgers, immutable…
Global TypeScript-first engineering router.
Show LeetCode problem details and generate Rust template (project)
This skill should be used when working with NWConnection patterns for iOS 12-25, supporting apps that can't use async/await yet, or…
Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization.