🎨 Linting & Style AI Skills

Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.

Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python versions only (no EOL), uv for dependency management when available, and idiomatic Pythonic patterns.

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Format and beautify markdown documents with configurable styles. Preserve structure, fix formatting, ensure consistency.

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

Write clean, maintainable code with debugging, testing, and architectural best practices.

Resize, crop, convert, and optimize images using ImageMagick. Use when processing photos, converting formats (PNG/WebP), compressing size, or adding watermarks.

Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.

Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.

Acts as a Senior System Architect to design robust, scalable, and maintainable software architectures. Enforces industry standards (PEP 8 for Python, ESLint for JS/TS), modular design, and security best practices. Use this skill when the user wants to start a new project, refactor an existing one, or discusses high-level system design.

Write production-ready code with clean architecture, proper error handling, and pragmatic trade-offs between shipping fast and building right.

Format, validate, compress JSON data, and extract JSON paths for improved readability and structure verification.

Read, write, append, and manage Google Sheets via the Google Sheets API (Node.js SDK). Use when you need to interact with spreadsheets — reading data, writing/updating cells, appending rows, clearing ranges, formatting cells, managing sheets. Requires a Google Cloud service account with Sheets API enabled.

Compress verbose SKILL.md files using Chain-of-Density with skill-aware formatting. Use when a skill exceeds 200 lines or needs terse refactoring.

AI data analysis and visualization powered by CellCog. Data cleaning, exploratory analysis, hypothesis testing, statistical reports, ML model evaluation, dat...

生成符合中国公文格式规范的Word文档，支持标题、正文样式、自动格式排版和中文引号配对。

Automates nightly maintenance tasks like skill audits, updates, cleanup, and health checks, then summarizes a morning report.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation te...

Encode, decode, and convert between data formats. Use when working with Base64, URL encoding, hex, Unicode, JWT tokens, hashing, checksums, or converting between serialization formats like JSON, MessagePack, and protobuf wire format.

Python code quality checking and LSP integration using pylsp. Provides code diagnostics, completion, hover tips, and style analysis. Use when: checking Pytho...

Runs bioinformatics analysis with Lobster AI -- single-cell RNA-seq, bulk RNA-seq, genomics (VCF/GWAS), proteomics (mass spec/affinity), metabolomics (LC-MS/...

Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an exis...

Fetch any webpage and convert its main content into clean Markdown format, preserving image links and resolving relative URLs.