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scripting
155

filesystem

File and directory operations using Claude Code built-in tools — replaces the Filesystem MCP server. Maps all 11 MCP tools to native equivalents: Read, Write, Edit, Glob, Grep, and Bash. Covers file reading with line ranges, parallel reads, pattern-based file search, regex content search, directory listing, tree traversal, move/copy/rename, and metadata inspection. Trigger phrases: "read this file", "write to file", "create a file", "edit file", "find files matching", "search for text in files", "list directory", "show directory tree", "move file", "rename file", "copy file", "file info", "find all Python files", "search codebase for". Use this skill when performing file operations, navigating codebases, or managing directories.

Mathews-Tom
Mathews-Tom
development
open
ide-plugins
148

multi-language-project-analysis-with-pmat

Analyzes polyglot codebases with multiple programming languages using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: - Working with projects containing multiple programming languages - Assessing cross-language integration patterns and quality - Understanding language distribution and architectural boundaries - Comparing quality metrics across language ecosystems - Identifying language-specific best practices violations Supports 25+ languages including Rust, Python, TypeScript, JavaScript, Go, C++, Java, Ruby, PHP, Swift, Kotlin, C, C#, Scala, Haskell, Elixir, Clojure, Dart, Lua, R, and more. Provides unified quality assessment across heterogeneous codebases.

paiml
paiml
tools
open
ide-plugins
148

code-quality-analysis-with-pmat

Analyzes code quality, complexity, and technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: - User mentions "code quality", "complexity", "technical debt", or "maintainability" - Reviewing code or conducting code review - Modifying or refactoring existing code files - Creating pull requests or preparing commits - Investigating performance or quality issues Supports 25+ languages including Rust, Python, TypeScript, JavaScript, Go, C++, Java, Ruby, PHP, Swift, and more. Provides cyclomatic complexity, cognitive complexity, maintainability index, dead code detection, and technical debt annotations (SATD: TODO, FIXME, HACK comments).

paiml
paiml
tools
open
package-distribution
148

build-flydsl

Build and install FlyDSL (Flexible Layout Python DSL) on a remote host or Docker container. FlyDSL is a Python DSL and MLIR-based compiler stack for authoring high-performance GPU kernels with explicit layouts and tiling on AMD GPUs. Requires building LLVM/MLIR from source (~30min) then FlyDSL C++ and Python bindings (~5min). Usage: /build-flydsl [container@host]

ROCm
ROCm
development
open
package-distribution
148

stata-c-plugins

Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata plugin, write C/C++ code for Stata, accelerate a Stata command with C, build cross-platform Stata plugins, or translate/port a Python or R package into Stata. Covers the full lifecycle: SDK setup, data flow, memory safety, .ado wrappers with preserve/merge, cross-platform compilation, performance optimization (pthreads, pre-sorted indices, XorShift RNG), debugging, and distribution via net install. Also includes a translation workflow for porting Python/R packages to Stata — wrapping existing C++ backends when available, or writing C from scratch when not.

dylantmoore
dylantmoore
development
open
mobile
147

qai-appbuilder-docs

QAI AppBuilder technical documentation retrieval. Find guides on installation, Python/C++ APIs, and model deployment examples. QAI AppBuilder is a rapid AI application development framework designed to simplify the deployment of QNN models on NPU (HTP) across Qualcomm(高通) Windows on Snapdragon, Android, and Linux platforms. This tool is highly suitable for deploying classic models (all types of models except large language models can be deployed via QAI AppBuilder), such as real_esrgan_x4plus, inception_v3, beit, easy_ocr, and whisper_base_en. This tool is only applicable for loading QNN (*.bin) format models and performing inference, and is not suitable for converting model formats.

quic
quic
development
open
framework-internals
146

load-inline-native-code

Helps write CUDA and HIP kernels using torch.utils.cpp_extension.load_inline(). Use when users want to write native GPU code (CUDA/HIP) inside a Python submission file.

gpu-mode
gpu-mode
development
open
llm-ai
145

mcp-builder

构建高质量 MCP(模型上下文协议)服务器的指南,使 LLM 能够通过精心设计的工具与外部服务交互。在使用 Python (FastMCP) 或 Node/TypeScript (MCP SDK) 构建 MCP 服务器以集成外部 API 或服务时使用。

LeastBit
LeastBit
data-ai
open
system-admin
144

using-tmux-for-interactive-commands

Use when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time input/output - provides tmux-based approach for controlling interactive sessions through detached sessions and send-keys

obra
obra
tools
open
full-stack
141

sandbox-manager

Create and manage isolated application sandboxes (Next.js, Python, PHP, etc.) with public URLs via Cloudflare.

essamamdani
essamamdani
development
open
ide-plugins
140

liter-llm

Universal LLM API client for 142+ providers with native bindings for 11 languages. Use when writing code that calls LLM APIs via liter-llm in Python, TypeScript, Rust, Go, Java, C#, Ruby, PHP, Elixir, WASM, or C. Covers chat, streaming, embeddings, image generation, speech, transcription, moderation, reranking, search, OCR, tool calling, and configuration.

kreuzberg-dev
kreuzberg-dev
tools
open
code-quality
139

python-code-reviewer

审查 Python 代码,提供改进建议,确保代码质量和最佳实践

anxiong2025
anxiong2025
testing-security
open
full-stack
135

backend-development

Comprehensive backend development skill for building scalable backend systems using Python (FastAPI), Postgres, Redis, and more. Includes API design, database optimization, security implementation, and performance tuning.

first-fluke
first-fluke
development
open
ide-plugins
133

code-refactor-master

Code refactoring expert for improving code quality, readability, maintainability, and performance. Specializes in Java and Python refactoring patterns, eliminating code smells, and applying clean code principles. Use when refactoring code, improving existing implementations, or cleaning up technical debt.

yennanliu
yennanliu
tools
open
data-engineering
132

python-data-classes

Use when Python data modeling with dataclasses, attrs, and Pydantic. Use when creating data structures and models.

TheBushidoCollective
TheBushidoCollective
data-ai
open
scripting
132

python-async-patterns

Master Python asynchronous programming with asyncio, async/await, and concurrent.futures. Use for async code and concurrency patterns.

TheBushidoCollective
TheBushidoCollective
development
open
ide-plugins
132

python-type-system

Use when Python's type system including type hints, mypy, Protocol, TypedDict, and Generics. Use when working with Python type annotations.

TheBushidoCollective
TheBushidoCollective
tools
open
ide-plugins
131

js-echarts-to-streamlit

Transforms JavaScript ECharts options and demos into Python dictionary configurations compatible with streamlit-echarts.

andfanilo
andfanilo
tools
open
data-engineering
130

python-pipeline

Python data processing pipelines with modular architecture. Use when building content processing workflows, implementing dispatcher patterns, integrating Google Sheets/Drive APIs, or creating batch processing systems. Covers patterns from rosen-scraper, image-analyzer, and social-scraper projects.

jamditis
jamditis
data-ai
open
debugging
130

java-python-code-reviewer

Comprehensive code reviewer for Java and Python implementations focusing on correctness, efficiency, code quality, and algorithmic optimization. Reviews LeetCode solutions, data structures, and algorithm implementations. Use when reviewing code, checking solutions, or providing feedback on implementations.

yennanliu
yennanliu
tools
open
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