AI Coding Skills Directory

⚙️ 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

🎨 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 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

🔧 Metaads

This skill helps you publish, manage, and analyze Meta ad campaigns with guided setup, performance insights, and automation.

adsmarketinganalyticsmfwarren

Backend Development

🐛 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

🎨 Midscene Automation

This skill enables hands-free browser automation using natural language to navigate, extract data, and interact with web pages via Midscene CLI.

automationclidataweb-infra-dev

Frontend Development

🔍 Migrate Component To Uv

This skill migrates Keboola Python packages from setup.py to pyproject toml using uv build with deterministic dependencies and updated workflows.

migrationdevopsci-cdkeboola

Code Review & Quality

🎨 Migrate Oai App ✓

This skill guides migrating OpenAI Apps SDK apps to MCP Apps SDK with step-by-step API mapping, CSP notes, and migration references.

migrationdocstypescriptmodelcontextprotocol

Frontend Development

📋 Migrate Postgres Tables To Hypertables

This skill guides migrating PostgreSQL tables to TimescaleDB hypertables with configuration, planning, and validation to maximize performance.

databasemigrationsqltimescale

Developer Workflow

🧪 Migrate To Rsbuild

This skill helps migrate projects from webpack, Vite, CRA/CRACO, or Vue CLI to Rsbuild with minimal changes and validated results.

migrationfrontendautomationrstackjs

Testing & QA

🎨 Migrate To Rslib

This skill guides migrating tsc or tsup projects to Rslib with minimal changes and clear verification.

migrationautomationbackendrstackjs

Frontend Development

🧪 Migrate To Rstest

This skill helps migrate Jest or Vitest test suites and configs to Rstest, replacing APIs and updating configs with minimal behavior changes.

migrationtestingautomationrstackjs

Testing & QA

⚙️ Migrating From Codex And Claude Code

This skill helps you bootstrap agent memory by discovering and searching Claude Code and Codex histories to surface context.

aidatascriptingletta-ai

Automation & Integrations

🐛 Migrating To Swift Concurrency

Provides the complete Swift Concurrency Migration Guide. Use when migrating to Swift 6, resolving data-race safety errors, understanding Sendable and actor isolation, or incrementally adopting async/await.

kylehughesdebuggingkylehughes

Debugging

📋 Migrating Wpf To Dotnet

Migrates WPF applications from .NET Framework to .NET 6+. Use when upgrading legacy WPF apps, resolving compatibility issues, or modernizing project files.

christian289workflowchristian289

Developer Workflow

🧪 Migration

This skill helps you migrate apps to DigitalOcean App Platform by mapping services, refactoring code, and generating compliant app specs.

migrationdevopsclouddigitalocean-labs

Testing & QA

🧪 Migration Master

Specialized in database migrations and data seeding. Trigger this when creating tables, modifying schemas, or preparing initial data.

gravito-frameworktestinggravito-framework

Testing & QA

📋 Migrations

This skill helps you set up and run Stripe Sync Engine migrations in PostgreSQL, ensuring stripe schema and migrations table are created.

databasemigrationbackendashutoshpw

Developer Workflow