AI Coding Skills Directory

🧪 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

Developer Workflow

🧪 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

🎨 Mermaid

This skill helps you create Mermaid diagrams for Markdown documentation, enabling quick visualizations of flows, architectures, and data models.

docsdatafrontendpartme-ai

Frontend Development

🎨 Mermaid

This skill helps you generate and validate mermaid diagrams for flowcharts, sequences, and mind maps to document processes and architectures.

frontendbackendapixicilion

Frontend Development

🎨 Mermaid Diagramming

This skill helps you create and integrate Mermaid diagrams in Obsidian notes to visualize processes, architectures, and workflows.

designfrontenddocsbityoungjae

Frontend Development

🛡️ Mermaid Diagrams

This skill generates Mermaid diagrams in Markdown to visualize code, systems, and processes across flowcharts, sequences, ER diagrams, and more.

apidatabasedataccheney

Security

🔍 Mermaid Diagrams

This skill helps you create and update mermaid diagrams following best practices, including color themes, labeling, and formatting guidelines.

pythondocsaisammcj

Code Review & Quality

📝 Mermaid Diagrams

This skill helps you generate and refine Mermaid diagrams for class, sequence, flowchart, ERD, and C4 visuals to document software architecture.

aiautomationdocssoftaworks

Documentation

📋 Mermaid Syntax

Authoritative reference for Mermaid diagram syntax. Provides diagram types, syntax patterns, examples, and platform integration guidance for generating accurate Mermaid diagrams.

melodic-softwareworkflowmelodic-software

Developer Workflow

⚙️ Mermaid To Png

This skill converts mermaid blocks in markdown to PNGs, saves images under assets, and adds references for seamless export.

automationcliscriptingmichaelvessia

Automation & Integrations

⚙️ Mermaid Tools

This skill extracts Mermaid diagrams from Markdown and generates high-quality PNG images using bundled scripts for reliable, repeatable diagram production.

scriptingautomationdocsdaymade

Automation & Integrations

📋 Mermaid Visualizer

This skill converts text into Mermaid diagrams for presentations and docs, ensuring correct syntax and clear visuals for effortless understanding.

designdocsdataaxtonliu

Developer Workflow

🎨 Mermaidjs V11

This skill helps you create Mermaid.js v11 diagrams quickly, converting code into SVG/PNG/PDF and embedding in markdown or webpages.

frontendapidatabasejjuidev

Frontend Development

🛡️ Mesh Security

Analyze Istio, Consul, and Linkerd service mesh configurations for security vulnerabilities with NIST 800-53 control mappings. Use when users need to audit mesh security, identify misconfigurations, check mTLS settings, review ACL policies, or prepare for FedRAMP assessments. Triggers on keywords li

ethanolivertroysecurityethanolivertroy

Security

⚙️ Messaging Agents

This skill enables you to message other agents on the Letta server to query knowledge, coordinate tasks, and share information.

aiautomationbackendletta-ai

Automation & Integrations

📋 Messaging Rabbitmq Architect

This skill designs robust RabbitMQ topologies, optimizing exchanges, queues, DLX, clustering, and reliability for durable, scalable messaging.

backenddevopsperformancewilliamzujkowski

Developer Workflow

🐛 Meta Cognition Parallel

This skill helps you perform three-layer parallel meta-cognition analysis to synthesize language mechanics, design choices, and domain constraints for a

aiautomationbackendzhanghandong

Debugging

🧪 Meta Title Optimizer

This skill generates five CTR-optimized meta titles and descriptions for SEO pages, scoring variations and testing SERP appearance to boost click-through rates.

seomarketingcopywritingjhcynamon1

Testing & QA

🐛 Metabase

Query and analyze data from Metabase, create/update questions and dashboards, access the Metabase REST API, and troubleshoot Metabase SQL queries. Use when user mentions Metabase, dashboards, metrics, or asks to fetch/analyze business intelligence data.

robbowesdebuggingrobbowes

Debugging

⚙️ Metaskill Naming

This skill brainstorms and validates plugin and atom names using neutral nouns and naming conventions to ensure consistent, memorable identifiers.

brandingwritingproductgigaverse-app

Automation & Integrations

⚙️ Metaskill Packaging

This skill guides packaging and structuring Claude Code plugins, enabling clean plugin.json placement and organized components for distribution.

automationdevopsdocsgigaverse-app

Automation & Integrations

📝 Meteora

This skill helps you build Solana DeFi apps with Meteora SDKs, enabling DLMM, DAMM, vaults, and zap integrations.

apidocsbackendsendaifun

Documentation

⚙️ Metrics

This skill helps you monitor resource usage and performance for Railway services by querying CPU, memory, and network metrics.

observabilitymonitoringperformancerailwayapp

Automation & Integrations

📋 Metrics Monitoring

This skill helps you instrument applications with RED and USE metrics, build dashboards, and configure alerts for proactive monitoring.

observabilitymonitoringbackenddasien

Developer Workflow

📋 Metrics Pipeline Builder

This skill helps you build scalable metrics pipelines with Prometheus, Grafana, and custom exporters for reliable observability.

devopsmonitoringobservabilitydexploarer

Developer Workflow

🔍 Mgrep

This skill replaces built-in search tools with mgrep for local and web queries, enabling semantic, accurate results across files and code.

cliscriptingproductivitymixedbread-ai

Code Review & Quality

📋 Micro Polish

Apply invisible refinements that compound into felt quality

justingoertzworkflowjustingoertz

Developer Workflow

🐛 Microcopy

This skill helps you craft clear, user-friendly UI copy and microcopy that aligns with brand guidelines and improves onboarding and error messaging.

writinguxbrandinglobehub

Debugging

📋 Microservices Architect

This skill helps design scalable distributed systems by defining service boundaries, data ownership, and resilience patterns for microservices.

backendcloudobservabilityjeffallan

Developer Workflow

🎨 Microsim Add Icons

This skill adds clickable Creative Commons and fullscreen icons to a MicroSim control area, improving accessibility and navigation.

frontendaccessibilityscriptingdmccreary

Frontend Development

📝 Microsoft Code Reference

Search and reference Microsoft code samples and SDK documentation

mindmorassdocumentationmindmorass

Documentation

📝 Microsoft Docs

Search and fetch Microsoft Learn documentation

mindmorassdocumentationmindmorass

Documentation

📝 Microsoft Skill Creator

This skill helps you create hybrid Microsoft technology skills that store essential knowledge locally while enabling dynamic deeper Lookups.

aiazureapigithub

Documentation

📋 Microsoft Teams Send As Workflow

Send messages and Adaptive Cards to Microsoft Teams via Incoming Webhook. Use when user requests to send notifications, alerts, or formatted cards to Teams channels. Triggers include requests to post to Teams, Teams webhook, Teams notification, Teams card, or any request to send messages to Microsof

nocooworkflownocoo

Developer Workflow