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bio-single-cell-clustering
bio-single-cell-clustering
majiayu0002/5/2026

Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters.

0
AI 95
ci-cd
create-example
create-example
majiayu0002/5/2026

Create new publish/subscribe examples for ROS2 message types. Use when the user wants to add a new example, create pub/sub for a new message type, or add trajectory/sensor/geometry message examples.

0
AI 95
api
time-formatter
time-formatter
majiayu0002/5/2026

Automatically detect time/date mentions in user messages and convert them to multiple timezones or formats. Use when user mentions times, dates, or asks about timezone conversions. Examples: "15:00 Berlin time", "What time is 3 PM EST in Tokyo?", "Co...

0
AI 95
linting
theatre-js
theatre-js
majiayu0002/5/2026

Use when implementing motion design, timeline animations, visual animation editors, animating Three.js/R3F scenes, creating keyframe animations, or using Theatre.js, @theatre/core, @theatre/studio, @theatre/r3f, theatric, or building animation toolin...

0
AI 95
library-research
library-research
majiayu0002/5/2026

Research library documentation and API references using Context7 integration. Use when users ask about libraries, frameworks, packages, APIs, or need documentation for third-party code.

0
AI 95
apigithub
uiux-toolkit
uiux-toolkit
majiayu0002/5/2026

Comprehensive UX/UI evaluation meta-skill combining design theory and UX methodology. Use when conducting UI/UX audits, visual design reviews, accessibility compliance (WCAG 2.2), user flow analysis, responsive testing, interaction design evaluation,...

0
AI 95
testing
theatre-js
theatre-js
majiayu0002/5/2026

Use when implementing motion design, timeline animations, visual animation editors, animating Three.js/R3F scenes, creating keyframe animations, or using Theatre.js, @theatre/core, @theatre/studio, @theatre/r3f, theatric, or building animation toolin...

0
AI 95
tdd-mode
tdd-mode
majiayu0002/5/2026

Activate test-driven development mode. Expert in TDD methodology following Red-Green-Refactor cycle. Use when writing tests first, implementing features with TDD, or learning test-first development practices.

0
AI 95
github-actionsprompting
bio-spatial-transcriptomics-spatial-visualization
bio-spatial-transcriptomics-spatial-visualization
majiayu0002/5/2026

Visualize spatial transcriptomics data using Squidpy and Scanpy. Create tissue plots with gene expression, clusters, and annotations overlaid on histology images.

0
AI 95
observability
sast-configuration
sast-configuration
majiayu0002/5/2026

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.

0
AI 95
apici-cd
research-best-practices
research-best-practices
majiayu0002/5/2026

Use this skill when you need to research and gather external best practices, documentation, and examples for any technology, framework, or development practice. This includes finding official documentation, community standards, well-regarded examples...

0
AI 95
apigithub
python-project
python-project
majiayu0002/5/2026

Use whenever working on a python project. Manage Python projects using uv package manager with modern Python project structure.

0
AI 95
ci-cdlinting
openrouter
openrouter
majiayu0002/5/2026

Access 100+ AI models via OpenRouter. Route between providers, manage costs, and use fallbacks. Use for multi-model AI applications, cost optimization, and LLM provider abstraction.

0
AI 95
apillm
kg-insights
kg-insights
majiayu0002/5/2026

Helps users discover patterns and insights in their Knowledge Graphs. Use when users ask about important entities, connections, patterns, or want to understand what they can do with their graph. Triggers proactively after extraction to show what's po...

0
AI 95
error-handling-gate
error-handling-gate
majiayu0002/5/2026

TRIGGERS: "error handling check", "what if this fails?", "ready to merge", error verification, failure handling, graceful degradation, user feedback review. USE WHEN: Code is ready to merge and needs error handling verification. PROVIDES: Empty catch...

0
AI 95
apidatabase
test
test
majiayu0002/5/2026

Run E2E tests for React, Vue, and Svelte frameworks. Use when testing components, verifying changes, or before committing.

0
AI 95
ci-cdtesting
cidx
cidx
majiayu0002/5/2026

Code search and intelligence using CIDX. Use when searching codebases, finding implementations, tracing call graphs, analyzing dependencies, or searching git history. Preferred over grep/find for all code exploration.

0
AI 95
ci-cddatabase
chainlit
chainlit
majiayu0002/5/2026

Expert guidance for building conversational AI applications with Chainlit framework in Python. Use when (1) creating chat interfaces for LLM applications, (2) building apps with OpenAI, LangChain, LlamaIndex, or Mistral AI, (3) implementing streaming...

0
AI 95
ci-cdllm
bug-reporting-excellence
bug-reporting-excellence
majiayu0002/5/2026

Write high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or establishing bug report standards.

0
AI 95
apisecurity
expo-glass-effect
expo-glass-effect
majiayu0002/5/2026

Guide for using expo-glass-effect to create iOS native liquid glass UI effects. Apply when implementing glass effect UI components, cards, or surfaces on iOS.

0
AI 95
apigithub
google-drive
google-drive
majiayu0002/5/2026

Search and read Google Drive files including Docs, Sheets, and other documents.

0
AI 95
apillm
control-sessions
control-sessions
majiayu0002/5/2026

Control active sessions by terminating problematic sessions, managing runaway queries, and handling blocking situations

0
AI 95
databasegithub-actions
brainstorming
brainstorming
majiayu0002/5/2026

This skill should be used before implementing features, building components, or making changes. It guides exploring user intent, approaches, and design decisions before planning. Triggers on "let's brainstorm", "help me think through", "what should w...

0
AI 95
ci-cd
python-json-parsing
python-json-parsing
majiayu0002/5/2026

Python JSON parsing best practices covering performance optimization (orjson/msgspec), handling large files (streaming/JSONL), security (injection prevention), and advanced querying (JSONPath/JMESPath). Use when working with JSON data, parsing APIs,...

0
AI 95
security

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