Development Skills

Implements and debugs browser Translator API integrations in JavaScript or TypeScript web apps. Use when adding Translator support checks, language-pair availability flows, model download UX, session creation, translate() or translateStreaming() calls, input-usage measurement, or permissions-policy handling for on-device translation. Don't use for server-side translation SDKs, cloud translation services, or generic multilingual content pipelines.

> Deploys agent skill collections from any GitHub repository with a /skills folder VS Code plugin marketplace, and Copilot CLI plugin marketplace. Handles pre-flight validation, conventional commit analysis, version bumping across surface configs, and surface-specific publishing with dry-run support. Use when releasing, publishing, or deploying a skills collection to any supported marketplace or creating a GitHub release for a skills repository. Don't use for deploying non-skill packages, npm modules, Docker images, or Azure resources.

Installs, configures, audits, and operates Agent Package Manager (APM) in repositories. Use when initializing apm.yml, installing or updating packages, validating manifests, managing lockfiles, compiling agent context, browsing MCP servers, setting up runtimes, or packaging resolved context for CI and team distribution. Don't use for writing a single skill by hand, generic package managers like npm or pip, or non-APM agent configuration systems.

Implements and debugs browser Language Detector API integrations in JavaScript or TypeScript web apps. Use when adding LanguageDetector support checks, availability and model download flows, session creation, detect() calls, input-usage measurement, permissions-policy handling, or compatibility fallbacks for built-in language detection. Don't use for server-side language detection SDKs, cloud translation services, or generic NLP pipelines.

Implements and debugs browser Summarizer, Writer, and Rewriter integrations in JavaScript or TypeScript web apps. Use when adding availability checks, model download UX, session creation, summarize or write or rewrite flows, streaming output, abort handling, or permissions-policy constraints for built-in writing assistance APIs. Don't use for generic prompt engineering, server-side LLM SDKs, or cloud AI services.

Implements and debugs browser WebMCP integrations in JavaScript or TypeScript web apps. Use when exposing imperative tools through document.modelContext (with a navigator.modelContext fallback), annotating HTML forms for declarative tools, handling agent-invoked form flows, or validating WebMCP behavior in the current Chrome preview. Don't use for server-side MCP servers, REST tool backends, or non-browser providers.

风险审阅助手适合technical、管理者、software、API文档在用户提出“这里有什么风险”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。

软件成本评估看板适合管理、技术、软件、通用在用户想估算软件项目开发成本时使用，帮助基于输入材料生成外部 Web 应用入口、`https://soft.ai-skills.ai` 内的软件成本评估流程。

Build and operation support for n8n-cli. Guides remote status checks, imports, dry-runs, apply, and linter execution. Auto-build recommended for new sessions.

Expert in asynchronous programming patterns across languages (Python asyncio, JavaScript/TypeScript promises, C# async/await, Rust futures). Use for concurrent programming, event loops, async patterns, error handling, backpressure, cancellation, and performance optimization in async systems.

Expert skill for integrating cloud AI APIs (Claude, GPT-4, Gemini). Covers secure API key management, prompt injection prevention, rate limiting, cost optimization, and protection against data exfiltration attacks.

Expert FastAPI developer specializing in production-ready async REST APIs with Pydantic v2, SQLAlchemy 2.0, OAuth2/JWT authentication, and comprehensive security. Deep expertise in dependency injection, background tasks, async database operations, input validation, and OWASP security best practices. Use when building high-performance Python web APIs, implementing authentication systems, or securing API endpoints.

Expert JavaScript developer specializing in modern ES6+ features, async patterns, Node.js, and browser APIs. Use when building JavaScript applications, optimizing performance, handling async operations, or implementing secure JavaScript code.

Backend services development with Python emphasizing security, performance, and maintainability for JARVIS AI Assistant

Systems programming expertise for Tauri desktop application backend development with memory safety and performance optimization

Expert TypeScript developer specializing in type-safe application development, advanced type systems, strict mode configuration, and modern TypeScript patterns. Use when building type-safe applications, refactoring JavaScript to TypeScript, or implementing complex type definitions.

Type-safe development patterns for JARVIS AI Assistant

Cross-platform desktop application framework combining Rust backend with web frontend, emphasizing security and performance

Work with Shopify GraphQL APIs including Admin API and Storefront API. Use this skill for querying and mutating Shopify data, managing products, orders, customers, handling pagination, working with metafields, and understanding rate limits. Covers authentication, queries, mutations, and webhooks.

Build headless Shopify storefronts with Hydrogen and Oxygen. Use this skill for creating custom React-based storefronts, using Hydrogen components, deploying to Oxygen hosting, working with the Storefront API, and building high-performance e-commerce experiences. Also covers bringing your own stack with custom frameworks.

Master Shopify CLI and developer tools. Use this skill for using Shopify CLI commands, theme development workflow, app development workflow, debugging with Theme Check, using the Liquid language server, and configuring development environments. Covers VS Code extension and development best practices.

Customize Shopify checkout with UI extensions and functions. Use this skill for building checkout UI extensions, adding custom fields, implementing payment customizations, creating post-purchase experiences, and extending customer accounts. Covers Checkout UI Extensions API and checkout branding.

Build backend logic with Shopify Functions. Use this skill for creating custom discounts, delivery customization, payment customization, cart and checkout validation, and order routing. Functions run on Shopify's infrastructure using WebAssembly. Supports Rust and JavaScript.

用于任何「运行/执行/评估代码」的请求（如 run this code、execute script、用 Python 画图、跑代码/画图/执行脚本）。通过 AgentBay SDK 创建 code_latest 沙箱，调用 run_code 执行并返回结果。支持 Python、JavaScript、R、Java。

百度地图官方 UI 交互组件，提供地点自动补全（PlaceAutocomplete）、地点检索（PlaceSearch）、地点详情（PlaceDetail）和路径规划（RoutePlan）组件的使用参考，快速实现地图界面，大幅提升开发效率。

百度地图 JSAPI WebGL (BMapGL)完整开发指南，覆盖地图初始化、覆盖物、图层、事件、样式、性能优化的任务，一站式开发高性能 3D 地图应用。当用户提及 BMapGL、百度地图、jsapi-gl或相关地图开发需求时自动触发。

Skill and workflow scaffolding skill for BMAD. Use for bmad:create-skill and bmad:create-workflow to extend BMAD with domain-specific capabilities.

Implement Git branching strategies, PR workflows, and release management patterns. Configure GitFlow, trunk-based development, or GitHub Flow for team collaboration. Use when establishing version control workflows or improving development team collaboration.

Build and operate apps on Firebase using Auth, Firestore, Cloud Functions, and Hosting. Use when building mobile/web backends with managed services, real-time data sync, or serverless APIs.

Secure the AI model supply chain with artifact signing, provenance attestation, SBOM workflows, dependency controls, and trusted model promotion.

Scan package dependencies for known vulnerabilities using Snyk, Dependabot, and OWASP Dependency-Check. Identify and remediate vulnerable libraries in your software supply chain. Use when managing third-party dependencies or implementing software composition analysis.

Help with migrating classic ABAP custom code to ABAP Cloud including custom code adaptation, identifying unreleased API replacements, generating wrapper classes for unreleased objects, ATC Cloud Readiness checks, handling incompatible language constructs, and step-by-step migration workflows. Use when users ask about migrating to ABAP Cloud, custom code migration, cloud readiness, unreleased API replacement, wrapper pattern, ATC cloud checks, code adaptation, classic to cloud migration, S/4HANA cloud migration, or clean core compliance. Triggers include "migrate to ABAP Cloud", "cloud readiness check", "unreleased API", "replace with released API", "custom code adaptation", "wrapper for unreleased", "ATC cloud", "clean core migration", "move to tier 1", or "ABAP Cloud compatibility".

Help with abapGit workflows including repository setup, cloning, serialization, branching strategies, transport-vs-git workflows, CI/CD integration, and .abapgit.xml configuration. Use when users ask about abapGit, git for ABAP, ABAP version control, abapGit clone, abapGit pull, abapGit push, branching strategy for ABAP, abapGit configuration, serialization, deserialization, transport vs git, gCTS, abapGit CI/CD, or managing ABAP code in git repositories. Triggers include "set up abapGit", "clone a repo", "push ABAP to git", "abapGit branching", "abapGit configuration", ".abapgit.xml", "transport vs git", or "CI/CD for ABAP".

Configure ATC Cloud Readiness and Clean Core checks using the SAP Cloudification Repository for Released APIs. Use when users ask about ATC check variants for cloud readiness, clean core compliance, released API checks, cloudification repository setup, objectReleaseInfo JSON files, SAP Cloud ERP or SAP Cloud ERP Private API validation, or migrating custom code to ABAP Cloud. Triggers include "configure ATC cloud readiness", "set up clean core check", "cloudification repository URL", "released APIs check", or "which JSON file for my S/4HANA version".

Help with BAdI (Business Add-In) development and the ABAP enhancement framework including new BAdIs, fallback classes, filter-based BAdIs, enhancement spots, enhancement implementations, key user extensibility, classic BAdIs, and the new enhancement framework. Use when users ask about BAdI, BAdIs, Business Add-In, enhancement spot, enhancement implementation, enhancement framework, BAdI filter, BAdI fallback, BAdI definition, BAdI implementation, key user extensibility, custom logic injection, enhancement point, implicit enhancement, explicit enhancement, or extending SAP standard code. Triggers include "create a BAdI", "implement a BAdI", "enhancement spot", "find a BAdI", "BAdI filter", "fallback class", "key user extensibility", "extend standard", or "enhancement framework".

Help with SAP BTP ABAP Environment setup and development including service instance creation, ADT connectivity, communication arrangements, communication scenarios, inbound/outbound services, destination configuration, identity and access management, software components, and first-project scaffolding. Use when users ask about BTP ABAP Environment, SAP BTP ABAP, Steampunk, ABAP environment service instance, ADT connection to BTP, communication arrangement, communication scenario, communication system, outbound communication, inbound communication, destination service, software component, ABAP system on BTP, or cloud ABAP development setup. Triggers include "set up BTP ABAP", "connect ADT to BTP", "communication arrangement", "communication scenario", "create service instance", "ABAP on BTP", "outbound service", or "first ABAP project on BTP".

Audit repository documentation: detect drift between code and docs, report coverage by category. Run manually or on triggered drift critical.

Аналитик ограничений (DP.ROLE.054): находит главное ограничение (bottleneck) конкретного конвейера через TOC Five Steps + EC + NBR и строит Stage Dependency Map. Используй ТОЛЬКО при работе с конкретным WP, эпиком, проектом или weekplan (--target WP-NNN|weekplan|pilot:id). НЕ используй для общих вопросов приоритизации без явного системного контекста.

Create a new Pack — guided flow through SPF: choose domain, name Pack, scaffold structure, fill roadmap.

| Create a new IWE skill with proper frontmatter, gates, scaffold and verification. The skill enforces WP Gate precondition, Routing Gate, IntegrationGate hard-check, collects parameters in 4 short steps, generates a scaffold SKILL.md from a template, shows a draft, writes files, and reminds about verify-skill.sh.

Release gumroad-cli after a PR lands by inspecting origin/main, creating the next Go-compatible date tag, pushing only that tag, and verifying GitHub release/Homebrew follow-through. Use for requests like "cut a gumroad-cli release", "push the release tag", or "release the merged gumroad-cli changes".

> Use the `gumroad` CLI to look up and manage Gumroad data from the terminal. Trigger when the user asks about Gumroad products, files, file uploads, attachments, sales, subscribers, licenses, payouts, audience emails, broadcasts, offer codes, webhooks, refund policies, or any Gumroad data lookup. Also trigger on "check my Gumroad", "look up a sale", "verify a license", "list my products", "how much have I made", "who bought", "recent sales", "refund a sale", "create a product", "upload a file", "attach a file to a product", "add a cover image", "set a product thumbnail", "get product content", "set product content", "upload product media", "publish a product landing page", "publish custom HTML", "clear custom HTML", "customize my profile page", "publish a profile landing page", "set profile custom HTML", "attach a file to a variant", "finish a failed upload", "abort an upload", "manage webhooks", "draft an email", "preview a broadcast", "send an audience email", "list drafts", "set refund policy", "check my refund policy", "check my earnings", "see my revenue", "who subscribed", "manage my store", "discount code", "coupon", "shipping status", "payout schedule", or any request to query or act on Gumroad data — even if the user doesn't say "Gumroad" explicitly but is clearly referring to their creator store or digital product sales. Do NOT trigger for Gumroad web UI, Rails, or codebase questions.

Automate ANSYS Fluent CFD simulations via Python scripting and journal files

AI risk assessment using NIST AI RMF 1.0 framework. Evaluate AI systems across 4 core functions (Govern, Map, Measure, Manage) for trustworthy and responsible AI deployment.

Generate, audit, or update project documentation to a professional open-source standard. Use this skill whenever the user mentions docs, documentation, README, API reference, guides, migration guides, troubleshooting, llms.txt, doc audit, or wants to improve any written developer-facing content in a repository. Also trigger when the user says things like "document this", "write docs for", "update the docs", "our docs need work", or compares documentation quality to other projects. Covers Ruby (YARD), TypeScript (TSDoc/JSDoc), Markdown guides, configuration references, and doc site structure.

Generate a branded HTML impact report showing what GitHub Copilot helped you accomplish — goals delivered, human effort equivalent, skills augmented, collaboration patterns, and estimation evidence grounded in peer-reviewed research. Works with any Copilot CLI or VS Code agent session.

Language-specific verification for Python, TypeScript/JavaScript, and Go. Checks type safety, language idioms, and best practices. Use when asked to "verify language", "check types", or for language-specific checks.

Verify code for security issues including hardcoded secrets, input validation, error exposure, and dependency vulnerabilities. Use when asked to "verify security", "check for secrets", or "scan for vulnerabilities".