后端与 API

使用 Dataverse SDK 生成生产就绪的 Python 代码，包含错误处理、优化和最佳实践

github

motion-doctrine

GATEWAY — 在创作任何 HyperFrames 动画或视频前，请先加载此技能。这是一条高级运动法则，能让多场景视频感觉像是一次连续的摄像机运动，而非一堆独立动画幻灯片的堆叠。涵盖向量法则（如何退出决定如何进入，包括 Z 轴缩放符号规则）、影片流向、载体元素、因果运动、接缝门（构建-门控强制）、禁止空闲抖动（运动必须执行，而非呼吸）、高潮前的静止以及持续运动路径。指向底层技术技能（cut-the-curve — 完整目录，包括瀑布式入场 + 微调曲线、oversized-cursor、seam-craft）。这些规则取代通用/上游运动指导。[连续性、方向、向量、动量、接缝、过渡、缓动、表现、空闲运动、叙事运动、电影语法]

heygen-com

microsoft-code-reference

查找 Microsoft API 参考文档、获取可用的代码示例，并验证 SDK 代码的正确性。适用于使用 Azure SDK、.NET 库或 Microsoft API 时，查找正确的方法、检查参数、获取工作示例或排查错误。通过查询官方文档，捕获虚构的方法、错误的签名和已弃用的模式。

github

multi-stage-dockerfile

为任何语言或框架创建优化的多阶段 Dockerfile

github

security-review

34Kbackend-api

Review Langfuse changes for SSRF, tenant isolation, secret handling, unsafe redirects or uploads, RBAC drift, and client telemetry privacy. Use when a design or change accepts URLs or host fields, handles secrets or cross-tenant data, makes outbound requests, adds an integration, follows redirects, widens permissions, or can send customer-controlled UI data through analytics, monitoring, or session replay.

langfuse

composio

30Kbackend-api

Route and complete Composio work across Composio For You and Composio Platform. Use when the user mentions Composio; wants an agent to use apps such as Gmail, Slack, GitHub, Notion, Calendar, or Linear; needs first-time setup, an SDK or MCP integration, CLI operation, migration guidance, current documentation, or help diagnosing a connection or tool call.

composiohq

nature-figure

29Kbackend-api

创建、修改、审核并导出适用于Nature系列及其他高影响力期刊的投稿级科学图表，使用Python（matplotlib/seaborn）或R（ggplot2/patchwork/ComplexHeatmap），包括多面板图、figures4papers风格作品以及符合期刊要求的SVG/PDF/TIFF输出。用于论文或科学图表、手稿数据可视化、论文配图、学术写作配图、科研绘图、科研作图、画图、作图、出图、论文图表、可视化。在绘图前定义结论、证据逻辑、数据完整性、模板兼容性、导出需求和审稿人风险；尊重或持久化Python/R后端选择。另外，对于明确的AI生成图形摘要、机制图、概念示意图、论文示意图、机制示意图、图形摘要，使用独立的OpenRouter GPT Image 2路线；此路线跳过后端选择，并将输出视为草稿。请勿用于交互式仪表盘、纯统计分析、数据清洗、文献综述、代码调试、纯照片编辑，或没有手稿图表意图的Illustrator/Figma优先信息图。

yuan1z0825

hyperframes-media

29Kbackend-api

用于 HyperFrames 合成的资产预处理——多提供商 TTS（HeyGen / ElevenLabs / Kokoro 本地）、多提供商 BGM（Google Lyria / 本地 MusicGen）、Whisper 转录、背景移除和字幕创作。用于 npx hyperframes tts、bgm、transcribe、remove-background、语音/提供商选择、音乐情绪提示、字幕/副标题/歌词/卡拉OK/逐词样式。

heygen-com

cli-creator

25Kbackend-api

Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read/write commands, return stable JSON, manage auth, and pair with a companion skill.

openai

ce-resolve-pr-feedback

解决 PR 审查反馈。适用于处理 Review 意见、解决 Review 讨论串（Thread）或修复 Code Review 中的反馈问题。

everyinc

build-zoom-rest-api-app

Reference skill for Zoom REST API. Use after choosing an API-based workflow when you need endpoint selection, resource-management patterns, OAuth requirements, rate-limit awareness, or API error debugging.

anthropics

zoom-oauth

Reference skill for Zoom authentication. Use after routing to an auth workflow when choosing app credentials, grant types, scopes, token refresh behavior, or debugging Zoom OAuth failures.

anthropics

zoom-rtms

Reference skill for Zoom RTMS. Use after routing to a live-media workflow when processing real-time audio, video, chat, transcripts, screen share, or contact-center voice streams.

anthropics

google-cloud-storage-bucket-architect

20Kbackend-api

Creates Cloud Storage (Google Cloud Storage, or GCS) buckets. Analyzes the workload (sensitive data, media hosting, ingestion, web hosting, archiving, backup, logging, analytics, AI/ML, or general-purpose), validates project-level security settings, and designs a secure-by-default, cost-effective configuration (location, storage class, uniform bucket-level access, public access prevention, soft delete, lifecycle) before creating it. Use whenever a user wants to create, make, set up, provision, or spin up a bucket, or needs object storage for an app, service, pipeline, or dataset — even a "simple" or "default" bucket, or when bucket creation is one step in a larger workflow. Outputs or executes the creation via gcloud, the JSON/REST API, Terraform, or SDK client libraries (C++, Java, Python, Go). Don't use for anything other than creating new buckets — for uploads, downloads, access changes, or reconfiguring existing buckets, use google-cloud-storage-basics.

cloud-monitoring-promql-query

20Kbackend-api

Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or format PromQL queries, PromQL strings, or PromQL aggregations for Cloud Monitoring metrics and resources. Don't use for raw metric discovery or metric selection.

pua-loop

PUA Loop — guided iterative development with recurring checks, completion evidence, and pause/abort markers. Use only when the user explicitly asks for loop/自动迭代 mode.

tanweai

developer-device-platform-basics

Provides guidance and instructions on managing remote devices on Developer Device Platform (DDP). Use when reserving remote Android devices, establishing connection tunnels, checking session status, or extending/cancelling leases. Don't use for iOS or local device/hardware inquiries.

gke-cost-analysis

Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. Use when querying GKE costs across projects, namespaces, or workloads, analyzing billing reports in BigQuery (`bq`), checking cluster cost budgets (`gcloud billing`), or diagnosing cost drivers like pod requests vs. actual utilization (`kubectl top`). Don't use for applying cost optimization changes, creating rightsizing manifests (VPA/MPA), or selecting ComputeClasses (use gke-cost-optimization instead).

presentation

Turn a tech-spec directory into an interactive, marketing-grade web presentation — built so engineers understand the design, the reader is convinced of the why, and the result is shareable in public. Use when someone wants a spec turned into a deck.

diagram-design

Create branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, loop/flywheel, nested, tree, org chart, layer stack, Venn, pyramid/funnel, bar, line, Gantt and scatter charts, high-level, process, medallion, data flow, DP integration, or DP security matrix diagrams as standalone HTML/SVG/PNG. Redraw .drawio/.drawio.png/.drawio.svg or Mermaid .mmd sources at a chosen size/detail; onboard brand tokens from a website; add semantic patterns, callouts, accessible motion, or sketchy/hand-drawn styling.

cathrynlavery

iii-architecture-patterns

Use when composing iii primitives into backend architectures: durable workflows, reactive backends, agentic pipelines, event-driven CQRS, effect pipelines, and trigger-transform-action automation.

iii-core-primitives

Use when registering iii functions, binding triggers, selecting sync/void/enqueue invocation, creating workers, inspecting the live worker registry, installing registry workers, authoring custom triggers, moving channel data, or adapting external HTTP functions across TypeScript, Python, and Rust.

iii-sdk-reference

Use when working with iii SDK APIs across Node.js, browser, Python, or Rust: package installation, worker initialization, function/trigger registration, invocation, channels, logging, OpenTelemetry, and language-specific caveats.

iii-error-handling

Handle iii engine and SDK errors across Node, Python, Rust, and browser workers. Use when interpreting error codes, retryability, RBAC denial, timeouts, handler failures, or SDK-specific exception surfaces.