productivity▌

This skill provides systematic review and editing of scientific manuscripts (research articles, reviews, perspectives) to improve clarity, structure, scientific rigor, and reader comprehension. It applies a multi-pass approach covering structure, scientific logic, language, and formatting to transform drafts into publication-ready documents.

This skill enables AI agents to perform a comprehensive, holistic UX audit based on the Interaction Design Foundation's methodology from "The Basics of User Experience Design". It evaluates products across multiple dimensions and proposes strategic redesign recommendations.

Local TTS using the sherpa-onnx offline CLI.

23 production-ready engineering skills organized into core engineering, AI/ML/Data, and specialized tools.

Comprehensive guidelines for building secure, performant Chrome extensions with Manifest V3. \n \n Covers full extension architecture including background Service Workers, content scripts, popup UI, and inter-component messaging with security best practices \n Emphasizes Manifest V3 compliance, least-privilege permissions, Content Security Policy implementation, and protection against XSS and injection attacks \n Includes Chrome API patterns for storage, tabs, runtime, alarms, and actions; async

Universal SQL performance optimization across MySQL, PostgreSQL, SQL Server, Oracle, and other databases. \n \n Covers query analysis, index strategy design, subquery optimization, and JOIN tuning with before/after examples for each technique \n Addresses common anti-patterns including SELECT *, function calls in WHERE clauses, inefficient pagination, and correlated subqueries \n Provides database-agnostic guidance on batch operations, temporary tables, covering indexes, and partial indexes \n I

Angular 17+ standalone components, signals, NgRx state management, and enterprise application architecture. \n \n Generates standalone components with OnPush change detection, signals for reactive state, and computed properties; includes RxJS subscription management with takeUntilDestroyed \n Configures NgRx store with actions, reducers, selectors, and effects; verifies store hydration and action flow via Redux DevTools \n Implements advanced routing with lazy loading, guards, and resolvers for

Remove AI code slop \n Check the diff against main and remove AI-generated slop introduced in the branch. \n Focus Areas \n \n Extra comments that are unnecessary or inconsistent with local style \n Defensive checks or try/catch blocks that are abnormal for trusted code paths \n Casts to any used only to bypass type issues \n Deeply nested code that should be simplified with early returns \n Other patterns inconsistent with the file and surrounding codebase \n \n Guardrails \n \n Keep behavior u

Information Architecture creates logical structures that help users find and understand information easily.

Identifies and eliminates performance bottlenecks in Flutter apps through systematic profiling and targeted optimization. \n \n Provides a decision tree to diagnose jank on UI thread, Raster (GPU) thread, or both, with specific fixes for each \n Includes integration test templates using traceAction and TimelineSummary to establish performance baselines and measure frame budgets \n Covers UI optimization (localizing state, const constructors, StringBuffer usage) and Raster optimization (replacing