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Create web pages and UI components using the Rustic Food design system—a warm, organic aesthetic inspired by farm-to-table restaurants, artisanal bakeries, and food blogs. Features appetizing color palettes (warm oranges, creams, sage greens), natura...
Implement security best practices with Clerk authentication. Use when securing your application, reviewing auth implementation, or hardening Clerk configuration. Trigger with phrases like "clerk security", "secure clerk", "clerk best practices", "cle...
统一任务管理技能，使用 GitHub Issues 管理所有 Agent 任务，支持任务创建、更新、追踪和完成
Matomo (Piwik) analytics platform API. Use for web analytics, tracking implementation, reporting API integration, plugin development, PHP/JavaScript tracking clients, and database schema understanding.
AI skill for automated UI audits. Evaluate interfaces against proven UX principles for visual hierarchy, accessibility, cognitive load, navigation, and more. Based on Making UX Decisions by Tommy Geoco.
Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framework, creating DGEList objects, normalization, dispersion estimation, and statistical testing. Use when...
Combine CLEAR (Concise, Logical, Explicit, Adaptive, Reflective) and CoVe (Chain of Verification) to write and lint agent task files that will be executed by worker agents. Use when orchestration or planning agents are producing task plans, task prom...
User feedback patterns for interactions - loading states, success/error messages, form validation, empty states. Ensures users understand system state and next steps. Use when implementing user-facing state changes and interactions: - Form submissio...
Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. Use when building semantic search, RAG pipelines, or document retrieval systems that require cost-effective, high-quality embe...
Perform code reviews using OpenAI Codex CLI to identify bugs, security vulnerabilities, performance issues, and code quality problems. Use when the user asks to review code, check for issues, security audit, or before committing. Requires Codex CLI i...
Using PolicyEngine web apps to analyze tax and benefit policy impacts - for users of policyengine.org
Expert knowledge for categorizing learnings and routing them to appropriate improvement targets. Use when analyzing session learnings to determine where context improvements should be applied.
USE WHEN: needing real code examples from GitHub, finding API usage patterns, looking up framework setup, verifying library implementations, eliminating hallucinations with working code. DO NOT USE WHEN: working on proprietary code, questions about t...
Automatically invoked when writing formal documentation (specs, ADRs, reviews, plans). Ensures consistent structure, appropriate detail level, and proper file location.
Conducts a deep, multi-round interview to clarify ambiguous requirements and produces a structured specification document. Automatically discovers requirement files and asks probing, non-obvious questions across technical implementation, UX/UI, trade...
CI/CD integration - GitHub Actions, automation, pipeline integration
Write robust, portable shell scripts with proper error handling, argument parsing, and testing. Use when automating system tasks, building CI/CD scripts, or creating container entrypoints.
Generate and configure Storybook 9 for any framework with automatic detection, SOTA best practices, and platform-specific optimizations (Web, Tauri, Electron)
Build fast unit and integration tests with Vitest 4.x. Covers configuration for Workers/React/Node, vi.mock/vi.spyOn patterns, snapshot testing, in-source testing, workspace configuration, and browser mode. Use when: setting up tests, migrating from...
How checkpointing works for tracking file changes and rewinding to previous states. Use when user asks about checkpoints, rewinding, rollback, undo, or restoring previous states.
AWS SQS message queue service for decoupled architectures. Use when creating queues, configuring dead-letter queues, managing visibility timeouts, implementing FIFO ordering, or integrating with Lambda.
Act as an assistive outline coach who guides structural development through questions. Use when helping someone develop their own outline through diagnosis and frameworks. Critical constraint - never generate outline content. Instead ask questions, i...
Generate protein backbones using RFdiffusion, a diffusion-based generative model for de novo protein structure generation. Use this skill when: (1) Designing binder scaffolds for a target protein, (2) Generating novel protein backbones from scratch,...
Analyze personal or business expenses from CSV/Excel. Categorize spending, identify trends, compare periods, and get savings recommendations.
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