Processing
Data transformation and parsing
deep-learning-pytorch
by Mindrally
Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.
convex
by Mindrally
Guidelines for developing with Convex backend-as-a-service platform, covering queries, mutations, actions, and real-time data patterns
data-analysis-jupyter
by Mindrally
Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
clean-architecture
by Mindrally
Guidelines for implementing Clean Architecture patterns in Flutter and Go applications, with emphasis on separation of concerns, dependency rules, and testability.
adding-dbt-unit-test
by dbt-labs
Use when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt
send-message
by rcarmo
Send a message to the chat immediately without waiting for the current task to finish. Useful for acknowledging requests or sending progress updates while working.
azure-verified-modules
by hashicorp
Azure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewing Azure modules that need AVM certification.
whart-test
by MGdaasLab
WHartTest测试管理平台工具集。用于管理项目、模块、测试用例的增删改查，以及截图上传和drawio图表操作。当用户需要操作测试用例、查询项目信息、上传截图或创建编辑图表时使用。
copilot-usage-metrics
by github
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
centos-linux-triage
by github
'Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.'
transloadit-media-processing
by github
'Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.'
fabric-lakehouse
by github
'Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices.'
excalidraw-diagram-generator
by github
'Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.'
mcp-cli
by github
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.
docx
by snyk
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
idapython
by mrexodia
IDA Pro Python scripting for reverse engineering. Use when writing IDAPython scripts, analyzing binaries, working with IDA's API for disassembly, decompilation (Hex-Rays), type systems, cross-references, functions, segments, or any IDA database manipulation. Covers ida_* modules (50+), idautils iterators, and common patterns.
convergence-study
by HeshamFS
Spatial and temporal convergence analysis with Richardson extrapolation and Grid Convergence Index (GCI) for solution verification
simulation-orchestrator
by HeshamFS
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for running parameter studies, managing simulation batches, tracking job status, combining results from multiple runs, or automating simulation workflows.
linear-solvers
by HeshamFS
Select and configure linear solvers for systems Ax=b in dense and sparse problems. Use when choosing direct vs iterative methods, diagnosing convergence issues, estimating conditioning, selecting preconditioners, or debugging stagnation in GMRES/CG/BiCGSTAB.
simulation-validator
by HeshamFS
Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run validation, diagnosing failed simulations, checking convergence, detecting NaN/Inf, or verifying mass/energy conservation.
nonlinear-solvers
by HeshamFS
Select and configure nonlinear solvers for f(x)=0 or min F(x). Use for Newton methods, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson acceleration, diagnosing convergence issues, choosing line search vs trust region, and analyzing Jacobian quality.
data-jupyter-python
by Mindrally
Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
qwen-mm-plugins-video-memory
by QwenLM
"Triggered for long videos (30+ minutes), whether a single file or a directory of multiple videos. Vision-language MCP tools designed for efficient reading and semantic analysis of long videos (30+ minutes), supporting memory construction and semantic search."
qwen-mm-plugins-video-spatio
by QwenLM
"Reason about distance, size, orientation, relative position, camera motion, and object counts in images and video. Ground objects and estimate their depths, then use stateless geometry tools to compute and inspect a coarse scene."