Software Development AI Skills

Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `claude_agent_sdk` or relies on Claude Code's agent loop,…

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app,…

2D Game Development workflow skill. Use this skill when the user needs 2D game development principles. Sprites, tilemaps, physics, camera and the operator should preserve the upstream workflow, copied…

Audit source code for exploitable vulnerabilities using threat-model-driven review, taint tracing, invariant checking, and variant analysis. Use when reviewing a codebase or diff for security bugs,…

Use when past-change rationale matters (refactoring unfamiliar code, revert or hotfix analysis, issue-linked commit archaeology, session authors git changes with human-authored messages) — injects the…

Coordinate executed notebooks and an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates after setup.

Use when profiling or fixing Roblox performance: low FPS, lag, memory, network load, slow phones, hot paths.

Answer "where is smart money moving?" — show where the most-profitable Hyperliquid wallets are positioned, where they diverge from the crowd, and the near-term flow. Use for "where's smart money",…

在 Agent 沙盒中生成图片并保存到 outputs。当用户要求生成图片、海报、插画、文生图，或指定 Qwen-Image、其它兼容图片生成接口时使用此技能。

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packages and conventions.

Organize class members in standard order, separate classes with blank lines, and maintain one-class-per-file structure. Use when designing class interfaces, implementing classes, organizing project…

判断盈利仓是否适合继续加仓，并给出加仓前提、节奏安排、保护规则与停止扩张边界。适用于趋势延续、核心持仓滚动放大与强势股二次进攻场景。

Facebook AI Similarity Search — ultra-fast vector similarity search for large-scale local embedding retrieval without a database server.

Generate creative, memorable, and appropriate names for software applications, products, and services. Use when users need to name their app, software, product, or service. Considers functionality,…

Measure contributor-sentiment signals on `<upstream>` over a window: thread tone, time-to-first-reply, first-PR retention, and reviewer load. Compares signals against baseline to generate a mode…

PaiWork-first Serenity (@aleabitoreddit) investment thesis tracking system. Use when working inside PaiWork to process Serenity/X tweets into structured investment theses, verifiable claims,…

Create and edit 3D meshes in Blender — primitives, hard-surface modeling, mesh operators, modifier stacks (Bevel, Subdivision, Boolean, Mirror, Array, Solidify), bmesh-level edits, retopology basics.…

Use when executing implementation plans with independent tasks in the current session

Use when asked to create user stories from a codebase, document existing features as stories, or reverse-engineer requirements from code

Use when implementing route changes, view transitions, modal opens/closes, or navigation animation in web and mobile applications.

Complete DFlow trading protocol SDK - the single source of truth for integrating DFlow on Solana. Covers spot trading, prediction markets, Swap API, Metadata API, WebSocket streaming, and all DFlow…

Generate (TTS), Transcribe (STT), and Clone voices using Google's GenAI and Cloud Speech SDKs. Supports Gemini-TTS, Chirp 3, and Instant Custom Voice.

Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.

Measure-first performance optimization that balances gains against complexity. Use when addressing slow code, profiling issues, or evaluating optimization trade-offs.

Use when installed Hermes skills must be audited for overlap, staleness, broken references, usage-integrity problems, and dead weight without changing the installation.

Diagnoses one Chainlink node with the Node API. It reads jobs and bridges with GET-only calls. It sends a CCIP sender to chainlink-ccip-skill and a CRE workflow to chainlink-cre-skill. It applies to…

고객 제출용 SI/AO 산출물(아키텍처설계서, 인터페이스설계서, DB설계서, 요구사항추적표, 테스트결과서, 매뉴얼, 운영보고서)을 요청받았을 때 사용. 검수·납품·산출물 요청 시 발동. 상시 생성이 아닌 온디맨드 — 요청받은 산출물만 만든다

Hand off the current session to the next one. Use when user says "forward", "handoff", "wrap up", or before ending a session.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When the Assistant needs to work with professional…

Generate working TypeScript/JavaScript boilerplate for SAP GenAI Hub using @sap-ai-sdk/orchestration, @sap-ai-sdk/foundation-models, @sap-ai-sdk/openai (native OpenAI SDK), @sap-ai-sdk/langchain…

Audit Webflow Code Components for architecture decisions - prop exposure, state management, slot opportunities, and Shadow DOM compatibility. Focused on Webflow-specific patterns, not generic React…

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing…

Validate at every layer data passes through to make bugs impossible

Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control skill for this repo",…

Review frontend code, UI changes, generated implementations, and pull requests with severity-based findings and checklist-driven analysis. Use when auditing React/TypeScript/CSS code, validating…

张翼接管：接手已在开发中、方向已定的项目，跳过立项——只读核验现状、免立项确认、深度建立框架与目录理解、经显式授权后整理目录、任务编排与接续台账（ledger）。Use when the user has an existing in-progress game project (possibly built with another AI or a previous developer),…

Master uv package manager for Python: project setup, dependency management, virtual environments, lockfiles, CI/CD integration, Docker builds, and migration from pip/poetry. MUST BE USED when user…

OpenTelemetry in Node.js / JavaScript / TypeScript — NodeSDK, declarative YAML configuration, auto-instrumentations, ESM vs CJS import patterns. Use when adding, reviewing, or configuring…

【卡片工作室】把一段文字真实渲染成3:4图文卡片（PNG），不是让 Agent 现场画一张假图——调用本机已装的系统 Chrome 无头截图，确定性出图，不依赖任何付费 API、不用 npm/pip 装额外大包。用户说「帮我出几张卡片」「这段文案做成图文卡片」「卡片工作室」「把这条推文转成卡片」时使用。｜小爷出品

Query a locally downloaded DrugBank database. Use whenever the user asks about drug information, drug targets, drug-drug interactions, drug categories, or wants to look up any entity (DrugBank ID,…

Generate music from a text prompt using Sonilo — instrumental tracks, background beds, jingles, loops — when there is no video to score. Use when the user describes the music they want in words, with…

This skill should be used when the user designs "distributed logging", "log aggregation", "centralized logs", an "ELK" or "EFK" stack, "log shipping", "structured logging", a "correlation ID" or…

M2M micro-economies, agent wallets, swarm budgets, and HTTP 402 / Ekonomi mikro M2M, dompet agen, budget swarm, dan HTTP 402.

Analisa saúde do pipeline de vendas, precisão de previsão de receita e métricas de eficiência go-to-market para otimização de receita SaaS. Use ao analisar cobertura do pipeline de vendas, prever…

Ladder-aware Cline Anthropic caching — verify the rolling read/write ladder on the wire, then add the tools breakpoint and tune TTL. Updated for the 2026-08 AI-SDK monorepo.

Helps engineering managers understand and act on what drives each engineer — produces a three-driver framework (Growth, Connection, Impact), techniques for identifying someone's primary driver,…

Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals, and user guides. Use when adding docstrings to functions or…

Maksukyvyttömyystilanteen jäsennys ja menettelyn valinta Suomen insolvenssioikeuden mukaan. Käytä tätä skilliä, kun yrityksen tai yksityishenkilön maksukyky horjuu tai velkaa ei pystytä maksamaan ja…

Generate or update context.md file documenting project structure, architecture, and key patterns for AI assistants and developers. ALDC workflow (Copilot prompt al-context.create); invoke explicitly.

Compile a mapped surface into working interfaces and keep them alive as the target changes. Use when the user has a recon report or a surfacer IR and wants a CLI, an OpenAPI spec, or an MCP server…