Software Development AI Skills

Check Web API and CSS feature compatibility in WebF - determine what JavaScript APIs, DOM methods, CSS properties, and layout modes are supported. Use when planning features, debugging why APIs don't…

Project knowledge base and workflow router. knowledge/ caches explored file locations, module boundaries, and call chains for reuse; decisions/maxims are established architecture decisions and coding…

Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives. Its System One models, including Jev, turn natural language and application state into…

Use before calling the circles tool, when the user asks about their circles (connections, presence, messages, tab, briefing, asks) or wants to write to one. Not for P2P peers or bounties.

Monitor a pull request through review and CI. Use when the user asks to monitor, watch, or babysit a PR.

Writing or converting formatted output in ripwire's C++ source — std::print/std::format via rw::emitTo, emitRaw and formatTo, which printf specifier maps to which format spec, and how to prove a…

Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors). Use when completing features,…

Pre-submission compliance scanner workflow for Apple App Store apps. Use when reviewing iOS, macOS, tvOS, watchOS, or visionOS projects (Swift, Objective-C, React Native, Expo) for App Store rejection…

Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Actor…

Set up or update TDD Guard for the current project. Detects the test framework, installs or updates the matching reporter, and configures or migrates its configuration to match the current…

Use when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnoses failure mode (identity churn, secrets, blast radius, CI drift, state corruption) with…

Use this skill when designing, generating an MVP blueprint for, auditing, refactoring, or explaining an agentic harness for any domain. Covers provider-neutral agent architecture for OpenAI,…

Ensures configuration and code changes are released correctly. Use PROACTIVELY whenever you edit config.json, change any setting, or fix a configuration bug in this project, so the change reaches…

Install or update the agentic-stack portable brain in the current project, then verify it. Read by an agent; no human steps required.

小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含：根据用户的需求和提供的资料，撰写小红书笔记内容（标题+正文），生成图片卡片（封面+正文卡片），以及发布小红书笔记。支持 8 种精美排版主题和 4 种智能分页模式。

This skill should be used when the user asks to 'set up memory', 'create memory files', 'create MEMORY.md', 'set up topic files', 'improve memory organization', 'what should I remember', 'how to…

Deprecated placeholder. Do not use as project guidance.

Use when users ask for a hand-drawn or illustrated image prompt, name one of the repository's 20 numbered styles or the 3.1 stable variant, or mention triggers such as…

1688选品铺货 + 商机趋势专家。用于：(1) 在1688搜索商品/选品找货源 (2) 查询已绑定的下游店铺 (3) 将商品铺货到抖音/拼多多/小红书/淘宝等平台 (4) 配置1688 AK密钥 (5) 查看即时商机热榜 (6) 查看类目/行业趋势与价格分布 (7) 生成店铺经营日报并输出主营商品选品建议。…

Use when setting up, configuring, or troubleshooting local WordPress development environments with @wordpress/env (wp-env). Triggers on mentions of wp-env, local WordPress development, Docker-based…

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

Drive Cate browser, terminal, editor, panel, review, and coding-agent orchestration surfaces from a Cate terminal. Browser page automation targets Cate's live webviews directly.

Review Nemotron pull requests for critical bugs, tests, and documentation affected by the change.

根据 Git 提交时间分析团队工作时段与 996 指标；用于用户要求的工作强度报告。

Review an open GitHub pull request or the current local branch and working tree with parallel, independent reviewers and evidence-based validation. Use when the user asks for code review, invokes the…

How to develop, modify, and extend the Claude Code codebase following its established programming style, patterns, and conventions. Use this skill whenever working on the claude-code source — adding…

Regenerate QualityLayer website and README screenshots from the source App after its UI changes, or when refreshing the developer example gallery.

Use when something here is broken or stops working: an eval or build error, a failed activation, a dead or restarting unit, a mihomo or DNS outage, an unreachable host or MicroVM guest, or a failing…

Complete requested work while preventing speculative defenses and scope creep. Use when considering extra hardening, reviewing possible overengineering, resolving repeated verification loops,…

Guide developers through creating and updating ChatGPT apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running…

Create user-focused changesets (changelog entries) for semver bumps, release notes, breaking changes, and docs; prefer impact and code examples over implementation detail

Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or…

Use GitLab from the terminal without registering an MCP server. Covers authenticating the zereight-mcp-gitlab CLI (PAT or OAuth device flow) and reading merge requests, diffs, discussions, issues, and…

Runs the IT service desk — intake, triage, prioritization, escalation, knowledge, and the metrics that improve service rather than distort it. Use this to set up or fix a service desk, design ticket…

Use when an AI assistant helps computer-industry internship candidates with 鼠鼠实习妙妙工具 quickly turn a target job description into a resume-ready and interview-ready project across backend, frontend,…

在添加身份验证、处理用户输入、操作机密信息（Secrets）、创建 API 端点以及实现支付/敏感功能时使用此技能。提供全面的安全检查清单和模式。

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative…

Audit imaging acquisition, reconstruction, series eligibility, quantitative transforms and protocol drift; not model training.

Convert Chinese story copy or ordered local images into a silent hand-drawn Remotion story video. Supports a locked user-approved colored-pencil diary default plus a built-in 20-style library covering…

Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C#/.NET, Kotlin, Swift, Dart,…

Runs a Greptile CLI review for the current local branch, installing or authenticating the CLI when needed, then summarizes JSON findings for the user. Use when the user wants Greptile feedback before…

Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. Use when working with databricks-sdk, databricks-connect, or Databricks APIs.

Determine the next version, update the marketing site, and run the full release pipeline.

This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question…

Measure retrieval quality and latency of a deployed VSS search profile by ingesting a labelled dataset and running the vss CLI across retrieval paths. Use when the user asks to "benchmark video…

Use when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a native app to its users —…

小红书自动化技能集合。支持认证登录、内容发布、搜索发现、社交互动、复合运营。 当用户要求操作小红书（发布、搜索、评论、登录、分析、点赞、收藏）时触发。

Read platform-admin feedback issues through the trusted HTTP admin API, summarize user reports, and turn them into RedBox/RedConvert repair and iteration plans. Use when the user asks to read app…

EdgeOne Makers 全栈开发技能包 —— 涵盖 AI Agent 开发（DeepAgents、LangGraph、 Claude SDK、OpenAI Agents、CrewAI）、云函数（Node.js/Go/Python）、边缘函数、 KV 存储、中间件及快速部署，帮助 AI 编程助手准确高效地在 EdgeOne 平台上构建和发布应用。

Use the Microsoft Learn CLI to retrieve current official Microsoft documentation and code samples when Microsoft Learn MCP tools are unavailable. Use for questions about Microsoft technologies, SDKs,…

Read hotpath Cloud performance verdicts with the `hotpath cloud` CLI and fix Rust performance regressions. Fetches the benchmark report of a commit or pull request, compares it with its baseline under…