Build award-winning scroll-animated websites end to end.
Expert in building immersive scroll-driven experiences - parallax
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq…
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Wrap-up refactoring — simplify code, eliminate duplication, preserve behavior
Portfolio system knowledge base. Use when: position queries, routing strategy questions, provider integration. Not for: general code…
Research current code state then update corresponding docs, ensuring docs stay in sync with code.
Orchestrates multi-agent development workflows by providing standardized schemas and rules for automated planning, building, and…
Main entry point for Prowler development - quick reference for all components.
Generate mock servers and clients for SDK testing
Manages, saves, restores, and imports SDLC context and specification bundles across Git branches and worktrees.
Orchestrate SDLC phase gate validation with multi-agent review and comprehensive reporting
Generate SDLC reports including iteration status, metrics dashboards, and executive summaries across phases
This skill should be used when the user asks to "validate data structures", "check save format", "update config options", or discusses…
Build, adapt, and document apps that run inside Sealos Desktop using the Sealos app SDK.
Deploy compatible server, static-web, worker, scheduled-job, or reviewed remote-desktop workloads from GitHub or local source to Sealos…
Verified corrections for IAM behaviors that AI agents frequently get\
Intent-based search router with trust scoring.
Search and merchandising for e-commerce: product search relevance tuning, faceted navigation, recommendation engine patterns…
Use when answering a question about a codebase by targeted search (grep/glob/read) - requires stating what was NOT examined, so an…
Search Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent…