Software Development AI Skills

Methodically execute implementation plans with a TDD approach, incremental commits, and continuous validation

Master programming by recreating your favorite technologies from scratch. Based on the 529K+ star GitHub repo codecrafters-io/build-your-own-x, this skill indexes 200+ step-by-step tutorials across…

Common logging patterns and practices. This skill is designed to be included in composite skills via the 'includes' feature.

Use when designing modules and components requiring Composition Over Inheritance, Law of Demeter, Tell Don't Ask, and Encapsulation principles that transcend programming paradigms.

Generate, execute, and analyze tests for codebases, covering unit, integration, and end-to-end testing with coverage reporting. Use when the user requests testing or provides relevant inputs for this…

The progressive JavaScript framework for building modern web UI. ALWAYS use when editing or working with *.vue files or code importing "vue". Consult for debugging, best practices, or modifying vue,…

Use when implementing client-side form features in Frappe/ERPNext: field visibility, cascading filters, calculated fields, custom buttons, server calls, form validation, child table logic, debugging.…

Guides developers building Datadog Apps with TypeScript, React, the @datadog/apps scaffolder, and @datadog/vite-plugin. Use when a user wants to scaffold, run, debug, upgrade, build, upload, publish,…

Explain compiler/runtime errors in plain language. Use when a junior developer needs help understanding an error message.

Accessibility Audit and Testing workflow skill. Use this skill when the user needs You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology…

Guide for using the Letta Conversations API to manage isolated message threads on agents. Use when building multi-user chat applications, session management, or any scenario requiring separate…

Multi-model LLM Council with live dashboard. Query multiple AI models simultaneously, see responses side-by-side in a swarm-style dashboard, synthesize consensus, and run anonymous model-to-model…

Complete Metaplex Protocol guide for Solana NFTs and digital assets. Covers Core (next-gen NFTs), Token Metadata, Bubblegum (compressed NFTs), Candy Machine, Genesis (token launches), MPL-Hybrid,…

Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when…

Enable or build any CometChat feature in an Angular app, and say which need zero client code. Covers: reactions · mentions · threaded replies · search · read receipts · typing indicators · presence ·…

Erstellen Sie eine Paperclip-Extension — ein Plugin via @paperclipai/plugin-sdk oder einen Built-in-Adapter unter packages/adapters. Verwenden Sie dies beim Hinzufügen von AI-Runtimes oder…

Integrating Chrome DevTools and browser automation via MCP for live UI inspection, screenshot-to-code workflows, and visual debugging. Bridges the gap between design and implementation.

A股基金净值监控：盘中实时估值 + 盘后实际净值，定时推送到 Telegram。

フックを介してセッションを観察し、信頼度スコアリング付きのアトミックなインスティンクトを作成し、スキル/コマンド/エージェントに進化させるインスティンクトベースの学習システム。

Design robust error handling strategies including try-catch blocks, custom error classes, error boundaries, graceful degradation, and comprehensive logging. Use when implementing exception handling,…

Getting ROI from hackathon sponsorships for developer tools. Covers evaluating which hackathons to sponsor, booth presence strategies, prizes that actually work, judge involvement, follow-up…

读取、写入、转换和分析CSV文件，支持过滤、排序、聚合和格式转换。

Page speed optimization guidelines and implementation patterns. Ensures all funnel pages meet Core Web Vitals targets for LCP < 2.5s, FID < 100ms, and CLS < 0.1.

Use when asked whether a codebase's size is justified — "is 800k lines reasonable?", "audit our LOC", "are we bloated?", "值不值" — or when a LOC number is being used in an argument and nobody agrees…

Reference guide for permanent free-tier LLM APIs with rate limits, model lists, and OpenAI-compatible integration patterns.

Coordinates multi-skill workflows and records or runs follow-up actions when the host runtime supports them. Use when completing PRD creation, implementation, or any milestone that should be evaluated…

Publishing .NET artifacts from Azure DevOps. NuGet push, containers to ACR, pipeline artifacts.

Create ServiceNow sysevent_email_action notifications — templates with substitution variables, mail scripts for dynamic content/recipients/attachments, custom events, weights, and digest…

Zoom Probe SDK for web diagnostics. Use to test media permissions, audio/video/screen-share diagnostics, network quality, compatibility reporting, and consented offline camera-dump evidence before…

steering skill Trigger terms: steering, project memory, codebase analysis, auto-update context, generate steering, architecture patterns, tech stack analysis, project structure, analyze codebase,…

Load when a task needs to hand off current work, compact a conversation for another agent/session, or create restart notes; do not load for visual HTML repo reports.

Guide to configuring splash screens in Capacitor apps including asset generation, animation, and programmatic control. Use this skill when users need to customize their app launch experience.

AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD,…

CI/CD pipeline and software supply chain compromise covering Jenkins (script console, Jenkinsfile injection, shared library abuse, CVE-2024-23897 args4j), GitLab CI/CD (runner abuse, .gitlab-ci.yml…

Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning

Estrategias de pruebas Python usando pytest, metodología TDD, fixtures, mocking, parametrización y requisitos de cobertura.

Update the pull request for the current session. Use when the user wants to push new changes to an existing PR.

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions…

Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)

Discovers and invokes agent skills. Use when starting a session, or when you need to decide which skill or workflow applies to the piece of work at hand. This is the meta-skill that governs how all…

Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for all interactive elements. Check native semantics first, then inspect…

Handles git work: atomic commits, rebase, squash, blame, bisect, reflog, and history questions. Use whenever a task needs a commit or a git-history investigation; skip for ordinary code edits.

Use eth2-quickstart to autonomously deploy a hardened Ethereum node, install execution and consensus clients, configure validator metadata, expose RPC safely, and inspect node health with structured…

Retrieve, version, and publish scientific datasets with DataLad and git-annex, and capture computational provenance with datalad run, rerun, and containers-run. Use when cloning or fetching data from…

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or…

Manages Google Analytics account and property settings, enables the Analytics Admin API via the Cloud CLI, lists accounts and properties, and manages data streams, custom dimensions, conversion…

Drop-in inspector panel for any json-render app. Use when the user wants to debug a generative UI, inspect the spec tree, edit state at runtime, see dispatched actions, follow stream patches live,…

Use when testing the word golden build

Testing patterns for Prowler SDK (Python). Trigger: When writing tests for the Prowler SDK (checks/services/providers), including provider-specific mocking rules (moto for AWS only).

Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with…

Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image…