Software Development AI Skills

Meta-model-agent 基于问题契约建立数学机制、公式体系、求解路线与校验方案。适用于数学机制构造与算法规划。

Resolve conflicts and merges when several branches are open against one repo at the same time — the hotspot files every change must touch (registry manifests, a single version field, shared tool…

Design, refactor, review, or implement Flutter app architecture using MVVM, layered UI/Data/optional Domain boundaries, feature-first or layer-first project structure, repositories, services,…

The closed catalog of CometChat Android v6 UI Kit components for the Jetpack Compose cohort — what exists, the composable import for each, the param shape (onX lambdas, hideX booleans, @Composable…

Home Assistant custom integration development in Python. Covers custom_components, DataUpdateCoordinator, config_flow, OAuth2, conversation agent, HACS publishing, device registry, entity platforms,…

Read-only vault health diagnostic. Generates a report without modifying any files. Checks: graphify-out integrity, setup verification, orphan entities, dangling content, old content (>15 days). Safe…

Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting.

Focused pattern for fetching data using URL parameters in Next.js. Covers creating dynamic routes ([id], [slug]) and accessing route parameters in server components to fetch data from APIs. Use when…

Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS…

Use to create or customize a Raw agent through files or dashboard, with prompt, tools, skills, vars, MCP and policy. Use create-package to distribute an existing setup; configure-raw for one setting.

专业图表生成技能：根据需求自动选择合适的图表类型，生成符合设计规范的 PNG 图表。 覆盖 29 种图表：结构图（流程图、泳道图、时序图、架构图、状态图、ER图、类图、思维导图、甘特图、Kanban、Git Graph 等） 和统计图（柱状图、折线图、饼图、雷达图、热力图、散点图、桑基图、漏斗图、瀑布图、矩形树图、柱线混合图等）。 统一工具：HTML/SVG + 内联 JS…

Combines all of the `better-*` skills into a single review across accessibility, layout, writing, typography, color and UI polish.

Draw a faithful architecture or structure diagram of a real codebase or project by scanning the actual repo, never guessing. Use for system architecture, request lifecycle, data model, state…

Kick off a new feature or fix in a parallel clone with Pi working autonomously. Takes a problem description, generates a concise branch name, runs ga to set up the worktree, and sends a crafted prompt…

Multi-chain block explorer queries via Etherscan V2 unified API + Foundry cast fallbacks. Look up contract ABI/source, transactions, receipts, event logs, balances, token info, contract creation, gas…

Work one turn of a host's agent through runx. Read, search and ask in the read runner; also edit the workspace and run commands in the develop runner. Every call is admitted, recorded and receipted,…

股票筛选器 - 按条件筛选全市场股票，找出符合策略的标的

Defold native extension development. Use when creating or editing C/C++ (.c, .cpp, .h, .hpp), JavaScript (.js), or manifest files in native extension directories (src/, include/, lib/, api/).

Set up reproducible robotics environments with uv, Docker, or GPU hosts.

使用受控宿主执行采集 Semantic Server、Go、Docker 与操作系统的只读诊断信息

Quick install and deploy vLLM, start serving with a simple LLM, and test OpenAI API.

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety…

Core Node.js backend patterns for TypeScript applications including async/await error handling, middleware concepts, configuration management, testing strategies, and layered architecture principles.…

Top-level Commander wiring, welcome screen, missing-hook warning, CliError exit handling, and the public programmatic API surface

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers…

Run the regenerative-software deletion test on one component: extract its intent and decision records from code, history, and tickets; write a durable contract spec that asserts promises rather than…

Got review feedback? Load BEFORE changing anything — verify each point, push back if wrong.

好好说话，把中文写得更像人说的。任何中文产出都走一遍，去 AI 味，去翻译腔。触发词：写文档、起草、帮我写、写一段、写周报、写日报、写手记、写通知、写公告、写方案、润色、去 AI…

Test VST3 plugin UIs (.vst3 bundles) using Steinberg's EditorHost without a full DAW. Use when user says "test the plugin UI", "open in editorhost", "show the .vst3 editor", or wants to visually…

Use when moving a Node.js, npm, Yarn, pnpm, or Bun project to Deno, or when adopting Deno incrementally in an existing JavaScript or TypeScript codebase. Covers using Deno as a drop-in package…

One page, automated tier — run the web accessibility (a11y) rule engine against a live page and locate every violation it can detect mechanically. Pass a URL, a config target name (e.g.…

Use when designing, reviewing, or refactoring a CLI that must serve AI agents alongside humans, or when converting an API or SDK into an agent-usable CLI interface.

Closes a completed development branch by checking the final diff and proof, presenting merge, pull-request, keep, or discard options, and cleaning up only after the user or repository workflow chooses…

Generate song cover/thumbnail images using Gemini API. Creates artistic images suitable for music video backgrounds. Use when users want to generate album art, song covers, thumbnails, or background…

Use this skill whenever the user wants to browse, search, scan, or explore Polymarket prediction markets. This includes finding markets by topic or category, checking current prices and order books,…

Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian, hyperband, asha, bohb, llm, hybrid, autoresearch),…

Async/concurrent/streaming discipline — five questions (overlapping runs, check-then-act, mutation across await, response ordering, cancellation), guard scope, fan-out failure, idempotent retries,…

Design command-line interface parameters and UX: arguments, flags, subcommands, help text, output formats, error messages, exit codes, prompts, config/env precedence, and safe/dry-run behavior. Use…

Receive and verify Acuity Scheduling webhooks. Use when setting up Acuity Scheduling webhook handlers, debugging X-Acuity-Signature verification, or handling appointment actions like scheduled,…

Writes and reviews native-quality Vietnamese (vi-VN) engineering and product documentation — commit messages, PR descriptions, code review, RFCs, design docs, postmortems, runbooks, READMEs, API docs,…

Build Wails v2 desktop apps around Go backends: typed bindings, lifecycle, storage, native builds and package evidence. Use after Wails is explicitly selected.

Step-by-step procedure for diagnosing and fixing failures — reproduce, read, hypothesize, bisect, fix, regression-test. Trigger this whenever something does not work as expected — a bug report, a…

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This…

Multi-model agent orchestration using specialized agents for planning, coding, research, math/science, visual analysis, and adversarial review. Use when tasks are complex enough to benefit from…

Configure, review, or troubleshoot Rsbuild applications, including build/dev commands, assets, type checking, and bundle optimization.

Build a Connection Auth Rules for a Monte Carlo connection type. Fetches live connector schemas and transform steps from the apollo-agent repo.

当分析数据库查询性能时，优化SQL查询，解决性能瓶颈，监控数据库负载。验证查询计划，优化索引设计，和最佳实践。

Build, differentiate, compile, and debug PyTensor symbolic computations for models. Use for symbolic tensor shape or dtype errors, named dimensions, indexing and broadcasting, vectorization and scan,…

Base44 realtime actors: stateful server rooms over WebSockets (Durable Objects) under base44/actors/<Name>/entry.ts for multiplayer, collaborative boards, presence, live cursors, chat rooms and…

Record the outcome of a past Agent Council decision. Was the council right? Builds calibration data over time to learn which models are best at what.

1行の目的を複数セッション、複数エージェントエンジニアリングプロジェクト向けのステップバイステップ構築計画に変換します。各ステップには自己完結型コンテキストブリーフがあり、新しいエージェントがそれをコールドで実行できます。 敵対的なレビューゲート、依存グラフ、平行ステップ検出、アンチパターンカタログ、計画変更プロトコルを含みます。…