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io.github.ariga/atlas/atlas-operator

Atlas Kubernetes Operator setup and operations: Helm install and values, AtlasSchema (declarative) and AtlasMigration (versioned) resources, Atlas Cloud bot tokens and the registry, database credentials and URL scope, the dev database in the cluster, lint and review policies, pre-approved and ad-hoc plans, down migrations, drift detection (policy.drift and AtlasDriftCheck), security scans (AtlasSecurityScan), custom atlas.hcl config and IAM auth, GitOps with Argo CD, Argo Rollouts, Flux, and Octopus Deploy, and troubleshooting from status conditions and events. Use with the atlas skill whenever Atlas runs in Kubernetes, or the user asks to deploy schema changes with the operator.

skillsmp.ruvnet-ruflo-skill-md

Ruflo 是面向 AI 编码 agent（Claude Code、Cursor、Codex、Copilot、Gemini、Amp 及另外 12 家）的多 agent 编排平台。当用户希望：(1)在项目中安装/初始化 ruflo；(2)运行采用分层协同的多 agent swarm；(3)使用 ruflo 的 314+ MCP 工具处理记忆、路由、钩子、sub-agent 或工作流；(4)查看 ruflo 状态/版本/doctor 健康检查；(5)为任务挑选合适的 ruflo 插件（共 30+）时使用本 skill。

io.github.manaflow-ai/cmux/cmux-cua

仅在用户明确提出要使用 Computer Use 时使用：通过内置引擎，从 cmux 智能体会话中驱动真实的 macOS 应用（无障碍树加截图，支持点击、输入、滚动、拖拽，并带可辨识的光标），或向用户说明其由用户授权的权限设置。阅读或发现本技能不构成同意。

io.github.emilkowalski/skills/animation-performance

Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the cause when an animation drops frames. Covers the layout/paint/composite pipeline, cheaper property swaps, CSS vs WAAPI vs requestAnimationFrame, Framer Motion's hardware-accelerated path, React re-rendering per frame, inherited CSS variable recalculation, blur cost, and when `will-change` actually helps. Use when an animation is janky, choppy, stutters, or drops frames; when choosing which property to animate; when deciding between CSS and JS animation on performance grounds; or when reaching for `will-change` or GPU layers. For choosing easing, duration, or whether to animate at all use animate; for reviewing motion as a whole use review-animations.

io.github.ossrs/srs/srs-develop

SRS 与 Oryx 代码库以及 SRS Docker 镜像工具链的开发、修改、调试、评审、维护与讲解。用于对下一代 SRS Go 代理、SRS 浏览器播放器、ossrs/dev-docker 镜像，以及 Oryx 的 Go 后端、React 控制台、一体化运行时、打包、安装器、发布与测试做计划性改动；也包括缺陷维护、issue 与 PR 分诊、PR 评审以及 Learn Code 提问。C++ 版 SRS 服务器已进入维护模式，基于 Go 的新版源站与边缘节点的规划性开发尚不支持。不适用于终端用户支持、使用提问或配置咨询——这些请使用 srs-support。

io.github.novuhq/novu/nv-park-and-review

把本地改动提交为基线，跳入轻量 review worktree，仅针对该提交做“核弹级”代码质量审查，把由此产生的重构作为独立追加提交落地，然后合回并拆除工作树。当用户要求审查本地未提交改动中的 AI 垃圾代码与冗余代码，或调用 nv-park-and-review 时使用。

io.github.TryGhost/Ghost/create-database-migration

创建数据库迁移以新增表、向现有表添加列、添加设置或以其他方式修改 Ghost 的 MySQL 数据库架构。凡任务涉及修改 Ghost 数据库架构时使用——增删改列或表、新增设置、创建索引、更新数据,或任何需要在 ghost/core 中编写迁移文件的变更。用户提到 schema.js、knex-migrator、migrations 目录,或要求为任一 Ghost model/table "加字段/加列"时也使用。即使问题被表述为功能需求或 Linear issue,只要实现需要架构变更就适用本技能。

io.github.OpenHands/OpenHands/frontend-development

This skill should be used when the user asks to "add UI copy", "add a translation", "optimize the frontend bundle", "change onboarding", "change conversation UI", "add a query key", "change MSW mocks", or modifies React components, hooks, routes, i18n, lazy loading, persisted UI state, or shared frontend behavior.

io.github.ossrs/srs/internal-codemap-for-srs

把 SRS 与 Oryx 的代码任务路由到最小相关的可信代码库地图与验证指引。只要支持、开发、调试、评审或维护工作需要定位、选择、阅读、修改、测试或验证 SRS/Oryx 代码时使用。覆盖第一代 C++ 源站与边缘媒体服务器及其 State Threads 依赖、下一代 Go 服务器、浏览器推流与播放、SRS Docker 镜像工具链、SRS 测试，以及 Oryx 的 Go 后端、React 控制台、一体化运行时、打包、安装器、发布与测试。作为父级支持与发展技能的代码导航依赖；面向用户的工作流程与结果仍由父技能负责。

io.github.OpenHands/OpenHands/verify-openhands

This skill should be used to "verify OpenHands features", "test the Canvas UI like a user", "drive Agent Canvas", "check a UI change in the real app", "create or update the feature map", "run the daily pass" or "run the weekly feature audit". Ships control-openhands (launch, doctor, browser, LLM profiles, conversations, evidence, map tooling, cleanup) and the maintained map of every user-facing feature.

io.github.garrytan/gstack/scrape

通过 Aside 浏览器从网页拉取数据——使用你真实的、已登录的会话。（gstack）

io.github.garrytan/gstack/open-gstack-browser

启动 GStack Browser——内置侧边栏扩展、可由 AI 控制的 Chromium。

io.github.garrytan/gstack/setup-browser-cookies

把真实 Chromium 浏览器中的 cookie 导入到无头浏览会话。（gstack）

io.github.garrytan/gstack/design-consultation

设计咨询：理解你的产品、调研同类竞品，提出完整设计体系（美学、字体排印、色彩、布局、间距、动效），并生成字体与配色预览。（gstack）

io.github.garrytan/gstack/skillify

把最近一次成功运行的 /scrape 流程固化为磁盘上的常驻 browser-skill。（gstack）

io.github.garrytan/gstack/setup-gbrain

为当前编码 agent 配置 gbrain：安装 CLI、初始化本地 PGLite 或 Supabase brain、注册 MCP、逐远端记录信任策略。（gstack）

io.github.affaan-m/ECC/deepseek-harness-setup

Install and operate Everything Claude Code (ECC) on the DeepSeek Harness (DSH): native skill roots (~/.dsh/skills, .agents/skills), the @deepseek-ai/dsh-hooks-claude-code bridge for command hooks, bare-insert patch mounting, generator usage, event-support limits, and update workflow. Use when setting up ECC on DeepSeek Harness, wiring ECC hooks into a DSH profile, or debugging why ECC skills or hooks do not appear in a DSH session.

io.github.affaan-m/ECC/agent-runtime-gateway-smoke-test

Verify a local agent API, temporary gateway tunnel, and remote sandbox callback with a tool-free task, then restore the original app connection.

io.github.affaan-m/ECC/brownfield-retrospective

Run the ECC engineering process retroactively against an existing project slice. Audit current state, reconstruct past decisions, produce a four-axis gap register (thinking, coding practice, missing features, technology selection), then execute fixes forward through the plan-TDD-review pipeline. Use when adopting ECC mid-project, taking over an inherited codebase, or asking what was missed and what would have been built differently from day one.

io.github.modelcontextprotocol/servers/release

Cut a milestone release: the release issue, the preparation PRs on v2/main (audit, changesets Version Packages, Python CalVer), the pure v2/main to main merge PR with its release ledger, then the GitHub Release a maintainer publishes.

io.github.langbot-app/LangBot/langbot-deploy

部署并配置 LangBot 实例——Docker / Docker Compose、Kubernetes、config.yaml 模型、Box 沙箱运行时、插件运行时，以及全局 API key。在生产或自托管环境中安装、部署、升级或配置 LangBot 时使用。触发语包括 deploy langbot、langbot docker、langbot compose、langbot kubernetes、langbot config.yaml、langbot box runtime、langbot global api key。

io.github.labring/FastGPT/deploy

FastGPT 的 Docker Compose 自托管部署流程。当用户要求 AI 智能体参照 /deploy/SKILL.md 用 Docker 部署 FastGPT 时使用，包括创建空的 fastgpt 目录、以非交互模式运行安装脚本、启动 Docker Compose、监控服务健康、排查 compose 问题，并返回访问地址、root 账号凭据与后续步骤。

io.github.heygen-com/hyperframes/pr-to-video

把 GitHub pull request（PR 链接、owner/repo#N，或在已检出仓库中指“这个 PR”）做成代码变更讲解视频——基于 diff、commits 与文件构建的更新日志、功能揭示、修复或重构讲解：输入是代码变更而不是网站。不是产品宣传片（/product-launch-video），也不是无 PR 的主题讲解（/faceless-explainer）。不确定时先用 /hyperframes。

io.github.langgenius/dify/how-to-write-component

在实现或重构 React/TypeScript 组件、且任务需要就组件归属、功能边界、状态、数据流、副作用或交互归属做决策时使用。不适用于仅审查、仅测试、仅改文案或仅改样式的请求。