AI Coding Skills Directory

🧪 Mastra

This skill guides Mastra development by teaching how to verify current APIs, locate embedded or remote docs, and build robust agents and workflows.

docsapiaimastra-ai

Testing & QA

⚙️ Mastra Best Practices

Quick reference for Mastra conventions. When to use agents vs workflows, required TypeScript config, project structure, and common code patterns.

mastra-aiautomationmastra-ai

Automation & Integrations

📝 Mastra Docs

This skill enforces Mastra documentation standards, ensuring clear, consistent guides and references across docs, guides, and reference sections.

docswritingcontentmastra-ai

Documentation

📝 Mastra Embedded Docs Look Up

This skill verifies installed Mastra API signatures by reading embedded docs from node_modules to ensure accurate parameters and typings.

apidocsdebuggingmastra-ai

Documentation

📝 Mastra Embeded Docs Look Up

Look up Mastra API documentation embedded in node_modules/@mastra/*/dist/docs/ for accurate API signatures. Use for Agent, Workflow, Tool, Memory configuration questions and code validation.

mastra-aidocumentationmastra-ai

Documentation

⚙️ Material

This skill streamlines Unity material creation, coloring, and emission batching for 2+ objects, auto-detecting render pipelines.

automationscriptingproductivitybesty0728

Automation & Integrations

🎨 Material Component Doc

This skill guides and automates FlowGram material component documentation, including source tracing, story creation, and multilingual translation workflows.

docsautomationwritingbytedance

Frontend Development

📋 Materials Database

Query materials databases for structures and properties. Use when asked to get crystal structures, material properties, phase diagrams, or thermodynamic data. Primary source is Materials Project, with NIST, PubChem as secondary.

fl-sean03workflowfl-sean03

Developer Workflow

📋 Math Teacher

Interactive math teacher that instantly generates playful, gamified learning experiences. Creates visual playgrounds, interactive artifacts, and engaging games for kids and adults to learn math concepts from basic arithmetic to advanced calculus.

jamesrochabrunworkflowjamesrochabrun

Developer Workflow

🔍 Math To Manim

This skill helps you transform any concept into professional Manim animations by recursively identifying prerequisites and generating complete scripts.

aiautomationscriptingharleycoops

Code Review & Quality

🧪 Matrix

This skill designs minimal yet comprehensive domain coverage plans by mapping axes to optimized handoffs for downstream agents.

aiautomationtestingsimota

Testing & QA

⚙️ Maui Release Notes

This skill generates up-to-date .NET MAUI release notes with workload and dependency details for easy publishing.

docswritingcontentredth

Automation & Integrations

🎨 Mc Map Visualize

This skill generates a zoomable HTML visualization of a spatial map, highlighting walkability, hazards, resources, and observation confidence for debugging and

pythondatadebuggingbdambrosio

Frontend Development

📋 Mckinsey Consultant 11

This skill delivers McKinsey-style problem solving by structuring analysis, generating hypotheses, and guiding end-to-end PPT-ready reports.

strategyanalyticsresearchfleurytian

Developer Workflow

🛡️ Mcp Builder

This skill guides building high-quality MCP servers enabling LLMs to safely interact with external services through thoughtful tool design.

aibackendapis-hiraoku

Security

🐛 Mcp Cli

This skill enables on-demand MCP server discovery and calls using the mcp CLI, helping you explore capabilities without permanent integrations.

cliscriptingautomationobra

Debugging

⚙️ Mcp Cli

This skill helps you interact with MCP servers via the CLI, listing, exploring, and executing tools to fetch data and automate tasks.

cliautomationscriptinggithub

Automation & Integrations

⚙️ Mcp Client

This skill connects to any MCP server on demand, loading tool schemas only when needed to keep context lean.

aiautomationbackendcoleam00

Automation & Integrations

🔧 Mcp Data Gateway

This skill unifies access to multiple financial data sources, delivering real-time quotes, historical data, and financial metrics with a single interface.

apidataanalyticslouloulin

Backend Development

🐛 Mcp Installer

Find, install, and configure MCP servers. Use proactively for MCP discovery, OAuth setup, env vars, stdio vs SSE transport, or troubleshooting MCP connections. Examples: - user: "Add the filesystem MCP server" → read server file, add to mcpServers in opencode.json, verify transport type - user: "How

igorwarzochadebuggingigorwarzocha

Debugging

⚙️ Mcp Integration ✓

This skill guides you to integrate Model Context Protocol servers into Claude Code plugins, enabling external tool access and secure, scalable configurations.

backendapidevopsanthropics

Automation & Integrations

🛡️ Mcp Security Scanner

This skill scans MCP servers for unprotected endpoints and reports authentication status to help secure local networks.

securityinfraapicontextware

Security

🧪 Mcp Server

This skill guides you to create and configure new MCP server integrations, detailing folder structure, tool descriptors, and testing steps.

automationbackendapiwellapp-ai

Testing & QA

🛡️ Mcp Server Api Key

This skill helps authenticate MCP servers using header-based API keys by detecting required headers, obtaining keys, and persisting configuration.

apisecuritybackendcontextware

Security

⚙️ Mcp Server Builder

Build Model Context Protocol servers for Claude Code integration

mindmorassautomationmindmorass

Automation & Integrations

🛡️ Mcp Server Builder

This skill generates production-ready MCP servers in Python or TypeScript with Tools, Resources, and Prompts following best practices.

backendapidevopsntaksh42

Security

🧪 Mcp Server Evaluations Skills

This skill evaluates MCP servers for quality and reliability by running health checks, tool discovery, and functional tests via curl.

testingautomationapimcp-com-ai

Testing & QA

🛡️ Mcp Server Oauth

This skill guides OAuth authentication for MCP servers, enabling secure user authorization by presenting configuration, collecting secrets, and retrying

securityscriptingapicontextware

Security

🧪 Mcp Server Skills

This skill enables building MCP servers in Next.js with shared Zod schemas and reusable actions for consistent, scalable tooling.

backendfullstackapigocallum

Testing & QA

⚙️ Mcp Setup

This skill helps you configure MCP servers to extend Claude Code with tools like web search, filesystem access, and GitHub integration.

automationdevopsapiyeachan-heo

Automation & Integrations

🛡️ Mcp Setup

This skill automates MCP server configuration across IDEs, assists troubleshooting, and manages discovery for streamlined development workflows.

automationdevopsbackendbitsoex

Security

📋 Mcp Tokenflux Images

This skill generates AI images using TokenFlux, guiding you through model selection, input schema, and polling until completion.

aiapiclivaayne

Developer Workflow

🧪 Mcp Tools

This skill helps you design, implement, and debug MCP server tools with a clear service and tool layer, type-safe results, and standardized errors.

backenddebuggingtestingwayne930242

Testing & QA

⚙️ Mcporter

This skill enables seamless MCP server access and tool calls via npx, discovering available services and executing tools without local installation.

cliautomationapinicobailon

Automation & Integrations

⚙️ Mcporter

This skill helps you manage MCP servers with mcporter CLI, enabling listing, configuring, authenticating, and calling server tools efficiently.

cliautomationapiopenclaw

Automation & Integrations

🧪 Mcu Embedded Review

This skill performs in-depth reviews of embedded Rust firmware for RP2350 and ESP32-S3, focusing on Embassy patterns, memory use, LED control, CAN, and SLCAN.

debuggingcode-reviewtestingecto

Testing & QA

⚙️ Md To Html

This skill converts markdown to self-contained, styled HTML optimized for copying into Google Docs by embedding images and styling tables and code.

docsscriptingformattingmichaelvessia

Automation & Integrations

📝 Md_exporter

This skill converts Markdown into DOCX, HTML, PDF, slides, spreadsheets, and code files, enabling quick multi-format outputs from a single document.

pythondocsautomationbowenliang123

Documentation

📝 Mdr 745 Specialist

This skill guides EU MDR 2017/745 compliance, classifies devices, and prepares technical documentation to accelerate regulatory approvals.

docsstrategyautomationquestnova502

Documentation

⚙️ Mecene

This skill helps you read, edit, and manage Mecene videos via the API by accessing transcripts, overlays, and timeline data.

apidataanalyticsmecene-studio

Automation & Integrations

⚙️ Media Craft Skill

This skill helps you generate and edit media using the obra CLI, delivering ready-to-download images, videos, or music.

aiautomationclinanhesam

Automation & Integrations

🧪 Media Downloader

This skill automatically searches and downloads images or video clips based on your description and trims videos to your specified length.

aiautomationcliyizhiyanhua-ai

Testing & QA

⚙️ Media Processing

This skill processes multimedia using FFmpeg and ImageMagick to convert, encode, resize, and filter media for web and apps.

automationbackendapimamba-mental

Automation & Integrations

🔍 Medical Imaging Review

This skill generates comprehensive medical imaging literature reviews following a structured seven-phase workflow, ensuring systematic citations, method

researchwritingdataluwill

Code Review & Quality

⚙️ Meeting Intelligence

This skill analyzes meeting transcripts to extract decisions, actions, blockers, sentiment, and generates follow-up emails for structured summaries.

analyticsproductplanningonewave-ai

Automation & Integrations

⚙️ Meeting Notes

This skill generates structured meeting notes with decisions, action items, and summaries from transcripts, improving clarity and follow-up.

aiautomationproductivityntaksh42

Automation & Integrations

📋 Meeting Summary

生成结构化的会议纪要，包含议题摘要、决策事项和行动项

twwchworkflowtwwch

Developer Workflow

📋 Megatron Memory Estimator

Estimate GPU memory usage for Megatron-based MoE (Mixture of Experts) and dense models. Use when users need to (1) estimate memory from HuggingFace model configs (DeepSeek-V3, Qwen, etc.), (2) plan GPU resource allocation for training, (3) compare different parallelism strategies (TP/PP/EP/CP), (4)

yzlnewworkflowyzlnew

Developer Workflow

📋 Memola Diagnosis

This skill helps determine MEMOLA terrain by scoring five diagnostic questions to decide foundation, mixed, or sprint suitability.

aianalyticsstrategyjosebarnetche

Developer Workflow

📋 Memola Strategy

This skill helps brands and platforms design durable value systems by applying MEMOLA's terrain diagnosis, governance checks, and strategic infrastructure.

strategybrandingdesignjosebarnetche

Developer Workflow

🛡️ Memory

This skill enables fast search, load, history, and visualization of memory graphs to recall decisions and load context.

aidataanalyticsyonatangross

Security

📋 Memory Bank

记忆库 - 跨会话知识持久化管理。作为项目上下文的唯一真实来源。

cuipengfeiworkflowcuipengfei

Developer Workflow

🐛 Memory Compact

This skill compresses your current session memory into a structured, recoverable summary with actionable state, paths, decisions, and notes.

cliscriptingplanningcatlog22

Debugging

🔍 Memory Management

This skill helps you optimize memory usage in games through object pooling, allocation-free patterns, and profiling guidance for multiple platforms.

performancedebuggingrefactorpluginagentmarketplace

Code Review & Quality

🔧 Memory Manager

This skill optimizes agent memory usage, manages context windows, and archives conversations to improve recall and responsiveness.

aibackenddatadexploarer

Backend Development

🧪 Memory Palace Red Queen

This skill helps you strengthen memory with method of loci and Red Queen adversarial testing, ensuring durable recall for interviews and exams.

aitestingdataalgiras

Testing & QA

⚙️ Memory System

This skill enables cross-session memory via a local Markdown/indexed SQLite, providing fast memory search, add, and prune workflows.

datadatabasesqlbahayonghang

Automation & Integrations

🛡️ Mend

This skill automatically remediates known incident patterns by matching symptoms to remedies, performing safe fixes, and verifying recovery.

aiautomationdevopssimota

Security

⚙️ Mental Health Analyzer

This skill analyzes mental health data, identifies patterns, assesses status, and offers personalized, non-clinical guidance to improve well-being.

aidataanalyticshuifer

Automation & Integrations

📝 Mermaid

Generate Mermaid diagrams (.mmd, .mermaid files, or markdown code blocks) for flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, Gantt charts, pie charts, mindmaps, timelines, and git graphs. Use when user requests diagrams for documentation, markdown files, README visualiza

johnlarkin1documentationjohnlarkin1

Documentation