rayfin-getting-started
GitHub用于从零开始初始化或创建新的 Rayfin 项目。在检测到非 Rayfin 环境时,通过 CLI 脚手架生成项目结构,随后将工作移交至项目内版本锁定的权威 Skill 处理后续开发任务。
Trigger Scenarios
Install
npx skills add microsoft/rayfin --skill rayfin-getting-started -g -y
SKILL.md
Frontmatter
{
"name": "rayfin-getting-started",
"metadata": {
"author": "microsoft",
"version": "0.2.0"
},
"description": "Use when starting or creating a NEW Rayfin app, or when a Rayfin task comes up and you are not yet inside a Rayfin project. Gets you into a project with the Rayfin CLI, then hands off to the authoritative, version-locked in-project rayfin skill\/MCP\/docs that own all in-project work. Triggers: build a Rayfin app, start a Rayfin project, create a new Rayfin app, create-rayfin, npm create @microsoft\/rayfin, rayfin init, scaffold rayfin, rayfin CLI, rayfin template, universal app, awesome-rayfin gallery, get started with Rayfin"
}
Rayfin (Getting Started)
Rayfin is a Backend-as-a-Service: define your data model with TypeScript decorators and Rayfin provides auth, a typed data API, storage, and Fabric hosting.
This skill only handles getting started — getting you from zero into a working Rayfin
project, then handing off. The moment you're in a project, the authoritative, version-locked
skill at .agents/skills/rayfin/SKILL.md — alongside the rayfin MCP and rayfin docs —
owns everything else: schema, auth, storage, querying, deployment. Load it and stop using
this one.
Route, don't improvise
Rayfin's specifics are version-locked per project — schema/decorator syntax, the typed data
API and client queries, auth, storage, and deployment all live in the project's own skill,
MCP, and rayfin docs. Never answer them from memory; remembered Rayfin APIs are routinely
wrong against the installed version. Get into a project, read .agents/skills/rayfin/SKILL.md,
then follow it for version-matched signatures. The in-project skill file and the
rayfin docs CLI are available the moment a project exists — including right after you
scaffold one, in the same session. The rayfin MCP is an extra convenience that may only
come online once the tool reloads the new project, so don't wait on it: lean on the
in-project skill file plus rayfin docs.
Being blocked does not unlock memory. Only treat yourself as blocked if you can reach none
of the version-matched sources — you can't read .agents/skills/rayfin/SKILL.md and can't
run rayfin docs (e.g. tool permissions denied). The rayfin MCP simply not being loaded yet
is not a blocker. When genuinely blocked, say you need those sources to answer accurately
and stop there — don't offer a "general approach" or example code "in the meantime"; that
stopgap is exactly the fabrication this skill exists to prevent.
Already in a Rayfin project?
Check this first — before scaffolding anything, even when the user says "build" or "set up a
new app". A directory is a Rayfin project if it has rayfin/rayfin.yml or a package.json
depending on @microsoft/rayfin-*. Environment signals alone are enough: if the workspace
context shows either — even when you can't open the files yet — treat it as an existing
project and continue in place. Never stand up a nested or sibling project.
- Already in one → load
.agents/skills/rayfin/SKILL.mdand use therayfinMCP /rayfin docs. Stop using this skill. - Existing non-Rayfin app here → add Rayfin in place with
npx rayfin init(don't scaffold a separate project), then load the in-project skill. - Empty directory → scaffold (below), then load the in-project skill from the project root.
Scaffold a new project
npm create @microsoft/rayfin@latest is a thin wrapper around rayfin init. As an agent you
run non-interactively (stdin isn't a TTY), so use the npx -y form — npm create can
mishandle piped stdin and strip flags, and --project-name is required non-interactively.
# Default: the Universal App, from the awesome-rayfin gallery. --template takes a
# template name or a git URL; --template-name selects one entry out of a repo that
# holds several, matched on the entry's display name. Keep this on one line: a
# trailing \ is a bash continuation, and agents run this in PowerShell too, where
# it fails to parse instead of continuing.
npx -y @microsoft/create-rayfin@latest --project-name <app-name> --template https://github.com/microsoft/awesome-rayfin --template-name "Universal App"
# Or add Rayfin into an existing/empty directory
npx rayfin init [directory]
# Templates bundled with the CLI (JSON), only if you need a different starting point
npx -y @microsoft/create-rayfin@latest --list-templates
# Bundled templates take a slug (e.g. dataapp, gettingstartedauth), not a display name
npx -y @microsoft/create-rayfin@latest --project-name <app-name> --template <slug>
Default to the Universal App unless the user asks for something else. It is a lean
Fabric-authenticated React + Vite starter that grows into whatever the user describes: a
capability router (AGENTS.md plus .agents/skills/capability-router/) maps the request to
capability packs and pulls in only the Rayfin services, npm modules, and skills that app
actually needs, covering auth, data modeling, storage, charts, and Fabric analytics. That means
you don't have to guess a domain template up front, so prefer it over picking a domain
template that merely looks close.
--template-name is not optional against awesome-rayfin. The repo holds a whole gallery, so
omitting it aborts the scaffold and prints every entry, which is also the quickest way to see
what else is on offer.
Mind the project root before loading the in-project skill: create-rayfin creates a child
project directory (named from --project-name, slugified), so cd into it; an in-place
rayfin init scaffolds in the current directory, so you're already there. Once at the project
root, read AGENTS.md first when the template ships a capability router, then load
.agents/skills/rayfin/SKILL.md for every version-locked Rayfin specific.
Version History
-
0b06bcf
Current 2026-09-03 01:34
更新默认模板为 Universal App,修复 PowerShell 兼容性问题导致的命令解析失败,版本升级至 0.2.0
- 4de5e02 2026-08-27 13:43


