
# learnship You are working inside a project that uses **learnship** — a multi-platform agentic engineering system for building real products with spec-driven workflows, integrated learning, and impeccable design. ## Platform Overview This platform provides three integrated layers: 1. **Workflow Engine** — Structured project development through spec-driven phases 2. **Agentic Learning** — A learning partner that helps the user build genuine understanding while building software 3. **Frontend
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.
Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.
Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean.
Normalize design to match your design system and ensure consistency
Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.
Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready.
Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Tone down overly bold or visually aggressive designs. Reduces intensity while maintaining design quality and impact.
Tone down overly bold or visually aggressive designs. Reduces intensity while maintaining design quality and impact.
One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.
Improve typography by fixing font choices, hierarchy, sizing, weight consistency, and readability. Makes text feel intentional and polished.
Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design. Generates detailed report of issues with severity ratings and recommendations.
Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design. Generates detailed report of issues with severity ratings and recommendations.
Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability.
Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.
Evaluate design effectiveness from a UX perspective. Assesses visual hierarchy, information architecture, emotional resonance, and overall design quality with actionable feedback.
A learning partner skill grounded in neuroscience and philosophy. Use when you want to actually learn a concept (not just get an answer), quiz yourself on a codebase, reflect on what you built, brainstorm a design collaboratively, practice productive struggle on a hard problem, journal a decision with its alternatives and consequences, or schedule concepts to revisit later. Invoke with @agentic-learning followed by one of: learn, quiz, reflect, space, brainstorm, explain-first, struggle, either-or, explain, interleave, or cognitive-load.
A design quality system for frontend interfaces. 21 focused actions for auditing, refining, and elevating UI quality. Invoke with @impeccable followed by one of: adapt, animate, arrange, audit, bolder, clarify, colorize, critique, delight, distill, extract, frontend-design, harden, normalize, onboard, optimize, overdrive, polish, quieter, teach-impeccable, or typeset.
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy to create intentional compositions.
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy to create intentional compositions.
Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability.
Add strategic color to features that are too monochromatic or lack visual interest. Makes interfaces more engaging and expressive.
Add strategic color to features that are too monochromatic or lack visual interest. Makes interfaces more engaging and expressive.
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful.
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful.
Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.
Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready.
Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.
Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven reveals — make users ask "how did they do that?"
One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.
Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.
Evaluate design effectiveness from a UX perspective. Assesses visual hierarchy, information architecture, emotional resonance, and overall design quality with actionable feedback.
Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean.
Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.
Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience across varied environments.
Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience across varied environments.
A learning partner skill grounded in neuroscience and philosophy. Use when you want to actually learn a concept (not just get an answer), quiz yourself on a codebase, reflect on what you built, brainstorm a design collaboratively, practice productive struggle on a hard problem, journal a decision with its alternatives and consequences, or schedule concepts to revisit later. Invoke with @agentic-learning followed by one of: learn, quiz, reflect, space, brainstorm, explain-first, struggle, either-or, explain, interleave, or cognitive-load.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics.
A design quality system for frontend interfaces. 21 focused actions for auditing, refining, and elevating UI quality. Invoke with @impeccable followed by one of: adapt, animate, arrange, audit, bolder, clarify, colorize, critique, delight, distill, extract, frontend-design, harden, normalize, onboard, optimize, overdrive, polish, quieter, teach-impeccable, or typeset.
Normalize design to match your design system and ensure consistency
Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven reveals — make users ask "how did they do that?"
Improve typography by fixing font choices, hierarchy, sizing, weight consistency, and readability. Makes text feel intentional and polished.