AI Coding Skills Directory

🧪 Ai Engineer

You are a highly skilled AI Engineer specializing in the practical application of machine learning models. You are an expert in Python and popular AI/ML frameworks like TensorFlow, PyTorch, and scikit-learn. You excel at data preprocessing, model training, evaluation, and deployment.

aibangjuxintestingaibangjuxin

Testing & QA

📋 Ai Engineering Skill

This skill helps you design, evaluate, deploy, and monitor production ML systems using AI Engineering best practices across data, models, and operations.

aidataanalyticsodewahn

Developer Workflow

✨ Ai Features

This skill helps bootstrapped SaaS founders add AI-powered features by choosing simple, cost-effective APIs and practical prompts.

aiautomationapiwhawkinsiv

Prompt Engineering

⚙️ Ai Interaction

Continuous communication channel via MCP AI Interaction tool. Activate with 'khởi động ai_interaction'. Enables real-time Vietnamese conversation with action-first principle - execute first, explain minimally.

khaihuynhvnautomationkhaihuynhvn

Automation & Integrations

🎨 Ai Loading Ux

This skill helps design AI loading UX by guiding reasoning displays, progress steps, and streaming indicators to reduce perceived wait time.

aiuxdesignrohunvora

Frontend Development

🔍 Ai Ml Mastery Skill

This skill acts as an elite AI/ML engineer to design production-grade ML systems, fine-tune models, and optimize pipelines end-to-end.

aianalyticsdevopsmodra40

Code Review & Quality

🛡️ Ai Mlops

Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and supply

vasilyu1983securityvasilyu1983

Security

⚙️ Ai Model Nodejs

This skill enables Node.js backend services to call AI models, generate text and images, and stream results via CloudBase SDK.

backendapicloudtencentcloudbase

Automation & Integrations

📋 Ai Model Selector

This skill helps you choose and configure AI models and APIs across providers, optimizing performance, cost, and context for tasks.

aibackendapijaymay549

Developer Workflow

🎨 Ai Model Wechat

This skill enables WeChat Mini Programs to generate and stream AI text using wx.cloud.extend.AI for real-time, interactive responses.

aicloudapitencentcloudbase

Frontend Development

⚙️ Ai Music Audio

This skill helps you generate and manipulate AI-powered audio, including text-to-music and voice synthesis, using leading tools.

aiapiautomationomer-metin

Automation & Integrations

🧪 Ai News

This skill aggregates and analyzes AI news from seven sources to deliver trend insights, expert sentiment, and community perspectives for timely decisions.

aianalyticsdatajewelshovan

Testing & QA

📋 Ai News Digest

This skill generates a Chinese AI news digest from multiple sources, deduplicates items, and traces origins for easy reference.

aicontentresearchdeletexiumu

Developer Workflow

⚙️ Ai Partner Chat

This skill delivers personalized, context-aware conversations by leveraging user and AI personas plus note-based context to enhance recall and relevance.

aiautomationdataeze-is

Automation & Integrations

📈 Ai Pattern Detection

This skill detects AI-generated writing patterns and suggests authentic alternatives to improve natural voice during content creation and editing.

aiwritingcontentjmagly

Marketing & SEO

🛡️ Ai Pr Review

This skill performs AI-powered PR reviews with inline comments, acceptance criteria verification, and optional fix-and-verify loops to streamline governance.

aicode-reviewpythonvladm3105

Security

🧪 Ai Readability Audit

This skill analyzes a website from an AI crawler perspective to assess LLM friendliness and provide concrete optimization recommendations.

aiautomationseoyangliu2060

Testing & QA

🛡️ Ai Ready

Analyzes repositories for AI agent development efficiency. Scores 8 aspects (documentation, architecture, testing, type safety, agent instructions, file structure, context optimization, security) with ASCII dashboards. Use when evaluating AI-readiness, preparing codebases for Claude Code, or improvi

viktor-silakovsecurityviktor-silakov

Security

🎨 Ai Sdk

This skill helps you build AI-powered apps with generation, chatbots, and tool workflows using the AI SDK across frameworks.

aifrontendbackendmeetsmore

Frontend Development

🧪 Ai Sdk 5

This skill guides you through AI SDK 5 chat integration, highlighting breaking changes from v4 and enabling smooth transport-based implementations.

aifrontendbackendgentleman-programming

Testing & QA

🧪 Ai Sdr Agent

Create an instant AI SDR (Sales Development Representative) agent for any website using HeyGen LiveAvatar. Use this when the user wants to create an AI sales rep, AI SDR, or AI avatar that can talk about a specific website or business.

ennnotestingennno

Testing & QA

🐛 Ai Search Browser Use Main

This skill enables AI-driven web research using Chrome CDP for authenticated Gemini and Qwen queries with consolidated, cited results.

aiautomationdebuggingjwcodewrote

Debugging

🧪 Ai Testing

This skill helps you craft reliable, maintainable tests by guiding design, structure, doubles, assertions, and debugging strategies.

testingunit-testsintegration-testscaliluke

Testing & QA

🐛 Ai Tool Designer

Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent effectiveness.

nityeshagadebuggingnityeshaga

Debugging

✨ Ai Usage

Dan Koe's framework for using AI better than 99% of people. Prompt engineering for creators. TRIGGERS: - When user asks how to use AI effectively - When user gets mediocre AI outputs - When user wants AI to help with content creation - When user asks about AI for business or learning - When user tre

kluless13promptskluless13

Prompt Engineering

⚙️ Ai Video Creator Skill

This skill guides end-to-end AI video production from audio-first scripting to avatar overlay, optimizing cost and iteration benefits.

aiautomationscriptingcodalabs-xyz

Automation & Integrations

✨ Ai Video Generation

AI video generation patterns using Sora, Runway, Pika, and other AI video tools. Use when generating videos from text prompts, image-to-video conversion, AI video editing, or integrating AI video APIs.

mindmorasspromptsmindmorass

Prompt Engineering

🔧 Ai Workflow Orchestrator

This skill coordinates AI-powered workflows across n8n, Zapier, and custom engines to accelerate automation and multi-agent collaboration.

aiautomationapikrosebrook

Backend Development

🧪 Aico Backend Implement

This skill executes backend tasks using TDD, writing failing tests first and implementing minimal code to pass them efficiently.

backendtestingdebuggingyellinzero

Testing & QA

⚙️ Aico Backend Init

This skill initializes backend development by creating a constraints.md from a template and guiding tech stack decisions.

backenddocsautomationyellinzero

Automation & Integrations

🧪 Aico Backend Task Breakdown

This skill helps you break down PM stories into layered backend tasks in strict architectural order, ensuring clarity and dependency correctness.

backendapidatabaseyellinzero

Testing & QA

📋 Aico Pm Clarification

This skill guides requirement clarification by asking one focused question at a time, offering recommended options and reasoning to prevent overload.

productplanningdocsyellinzero

Developer Workflow

📋 Aico Pm User Story Writing

This skill converts requirements into well-structured user stories with acceptance criteria and saves them to docs/reference/pm/stories.

writingplanningproductyellinzero

Developer Workflow

🔍 Aidlc Skill

This skill orchestrates AI-DLC structured software development across inception and construction phases, guiding requirements, design, and implementation with

aiplanningdesignkonippi

Code Review & Quality

⚙️ Aippt2

This skill converts article content into ASCII PPT frames, generates themed images, and compiles a complete presentation for rapid delivery.

aiautomationapiceeon

Automation & Integrations

⚙️ Akash Skill

This skill helps deployers, providers, and operators generate SDL, manage deployments, and operate Akash nodes with CLI, SDKs, and API integrations.

clouddevopscliakash-network

Automation & Integrations

🧪 Akka Hosting Actor Patterns

This skill helps you implement entity actors with local testing and clustered production modes using Akka.Hosting patterns, including generic parent, message

backendtestingunit-testsaaronontheweb

Testing & QA

📋 Akka Management

This skill helps you deploy Akka.NET clusters with dynamic service discovery via Akka.Management, replacing static seeds and enabling auto-formation.

clouddevopskubernetesaaronontheweb

Developer Workflow

🧪 Akka Testing Patterns

This skill helps you test Akka.NET actors using Akka.Hosting.TestKit patterns with DI, TestProbes, and in-memory persistence.

testingunit-testsintegration-testsaaronontheweb

Testing & QA

🛡️ Alby Agent Skill

This skill enables your app to send and receive bitcoin lightning payments, manage invoices, and convert bitcoin to fiat using Nostr Wallet Connect and LNURL.

backendapitestinggetalby

Security

🔍 Algo Sensei

Your personal DSA & LeetCode mentor. Use for problem explanations, progressive hints, code reviews, mock interviews, pattern recognition, complexity analysis, and custom problem generation. Automatically adapts to your learning style and request type.

karanb192code-reviewkaranb192

Code Review & Quality

🧪 Alignment Review

This skill reviews code changes for alignment with OpenEnv principles and RFCs, accelerating safe PR reviews and consistent design.

code-reviewdebuggingdesignmeta-pytorch

Testing & QA

📋 Aliyun Exec

解析用户需求分析配置（JSON格式），生成并输出TODO任务清单。当用户提供阿里云资源查询需求分析配置、需要将JSON配置转换为可执行的任务清单时使用此技能。仅支持阿里云资源查询操作，拒绝任何变更类操作需求。使用Aliyun CLI命令行工具执行查询，通过aliyun help获取参数帮助。

go-restreamworkflowgo-restream

Developer Workflow

📋 Aliyun Planner

自然语言理解阿里云资源查询意图，规划并生成标准化的Aliyun CLI执行计划（JSON格式）。当用户查询阿里云资源（ECS、RDS、VPC、SLB、OSS等）、需要获取资源状态、查看资源详情、或分析资源关联关系时使用此技能。支持简单查询、关联查询、复合查询、诊断查询等多种场景。

go-restreamworkflowgo-restream

Developer Workflow

📊 All Plan

This skill coordinates multi-CLI collaborative planning with Codex as coordinator to design solutions across Claude, Gemini, and OpenCode.

aicliplanningbfly123

Productivity

🧪 Alloy Guides

This skill guides Alloy MVC development, helping you understand models, views, controllers, data binding, and platform-specific styling for Titanium apps.

frontenddatadocsmaccesar

Testing & QA

📋 Alphafold

Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting binder-target complex structures, (3) Calculating confidence metrics (pLDDT, pTM, ipTM), (4) Self-consistency validation of designs, (5) Multi-chain c

adaptyvbioworkflowadaptyvbio

Developer Workflow

⚙️ Alphavantage

This skill provides quick Alpha Vantage API guidance, enabling efficient data retrieval, format tips, and key usage for stock, forex, and crypto.

apidatabackendluohy15

Automation & Integrations

🎨 Alpine Js

Implementação de interatividade leve com Alpine.js em projetos Laravel/Blade incluindo componentes reativos, modais, dropdowns, tabs, e formulários dinâmicos. Usar para adicionar comportamentos interativos sem necessidade de Vue/React, criar componentes Blade interativos, e implementar UX moderna em

victorsmaniottofrontendvictorsmaniotto

Frontend Development

🐛 Altinity Expert Clickhouse Audit

This skill performs a comprehensive ClickHouse diagnostic by orchestrating expert modules to reveal performance bottlenecks and actionable improvements.

databasesqldataaltinity

Debugging

🐛 Altinity Expert Clickhouse Connection

This skill helps validate ClickHouse connections and prepare MCP or client queries for diagnostics and analysis.

databasesqldataaltinity

Debugging

🐛 Altinity Expert Clickhouse Dictionaries

This skill analyzes ClickHouse external dictionaries including configuration, memory usage, reload status, and performance to diagnose issues and optimize

databasesqldataaltinity

Debugging

🛡️ Altinity Expert Clickhouse Grants

This skill diagnoses and resolves ClickHouse grant and authentication errors after upgrades, guiding minimal grants and post-upgrade compatibility checks for

databasesqlsecurityaltinity

Security

📋 Altinity Expert Clickhouse Index Analysis

This skill analyzes ClickHouse index usage and suggests ORDER BY and projection improvements to align with query patterns and reduce scans.

databasesqldataaltinity

Developer Workflow

📋 Altinity Expert Clickhouse Kafka

This skill diagnoses ClickHouse Kafka engine health and consumer performance to reduce lag and prevent thread starvation.

databasesqldataaltinity

Developer Workflow

📋 Altinity Expert Clickhouse Logs

This skill analyzes ClickHouse system logs health, TTL settings, disk usage, freshness, and cleanup to optimize retention and RCA readiness.

databasesqldataaltinity

Developer Workflow

🐛 Altinity Expert Clickhouse Memory

This skill helps diagnose ClickHouse RAM usage, OOM risks, and memory pressure, guiding you to optimize queries and configurations.

databasesqldataaltinity

Debugging

🐛 Altinity Expert Clickhouse Part Log

This skill analyzes ClickHouse system.part_log to diagnose issues from high part churn, mutations, and slow merges, guiding targeted remediation.

databasesqldataaltinity

Debugging

🐛 Altinity Expert Clickhouse Schema

This skill analyzes ClickHouse table designs, partitions, ORDER BY keys, and materialized views to identify anti-patterns and optimization opportunities.

databasesqldataaltinity

Debugging

⚙️ Amp Close

This skill helps you gracefully close Amp sessions by gathering context, reflecting insights, deciding immediate vs future actions, and generating

aiautomationbackendspm1001

Automation & Integrations