Generates professional-grade, production-ready frontend interfaces using advanced design principles and a systematic design language.
Report research-corpus entity profiles (PROF-P/O/G/F) past their refresh cadence.
Shopify/DTC profit margin calculator for sellers.
Clean code principles, error handling patterns, and coding standards for PACT Code phase.
Use when planning many similar pages from a template and a data set: choosing the pattern, deciding whether the data can carry it, and…
MUST USE for ANY work on .py .pyi .rs .ts .tsx .mts .cts .go files.
Show the learner's language learning progress, statistics, mastery levels, streak, and achievements.
The math of growth over time: power curve shapes, XP formulas, the flow channel, felt versus actual power, the difficulty sandwich…
Revealing AI capability gradually to match user mental models.
Use this skill when picking the *mechanism* for revealing tucked content — accordion vs. modal vs. tab vs. separate page vs. tooltip.
Use this skill when deciding *what to surface* and *what to tuck* — the editorial choices behind progressive disclosure.
Build offline-first web apps with Service Workers, Workbox, background sync, and progressive enhancement strategies.
Progressive L1-L6 refactoring hierarchy, 22 code smell taxonomy, atomic transformations, test code smells, and Fowler refactoring catalog
Progressive Web App development with Service Workers, offline support, and app-like behavior.
Generate and publish a project status artifact — an opinionated, tabbed status page for a project too big for one update (overview &…
Standardizes project architecture, coding patterns, and deployment workflows for full-stack AI applications.
Runs a mandatory pre-launch audit and delivery checklist before any web project goes live — covering QA, security, deployment, docs, and…
Rebuild project context at session start by reading key docs, git state, issues, and design history.
Scans the developer's machine for dead side projects, autopsies each one from its git history (died at the payments wall, killed by a…
Save, inspect, or resume durable project context through HANDOFF.md so work can continue in a new AI conversation without prior chat access.
Comprehensive codebase health analysis. Use when reviewing code quality, identifying technical debt, checking dependencies, or assessing…