사용 방법
- 설치 명령을 복사하고 자신의 에이전트 환경에 설치하기 전에 소스 패키지를 확인하세요.
- 필요한 도구, 인증 정보, 지원 환경은 원본 문서에서 확인하세요.
- 입력과 원하는 산출물을 설명하고 출처와 결과를 대조하세요.
npx skills add https://github.com/taruvi-ai/taruvi-skills --skill taruvi-refine-providers시작 전 확인
- 설치에는 모델 구독, API 한도, 파일 접근 권한이 포함되지 않습니다.
- 별점 수와 설치 수는 활동 지표이며 독립적인 품질·보안 검증이 아닙니다.
원본 저장소의 제목, 예시, 코드, 표, 링크, 이미지를 유지해 표시합니다.
Taruvi Refine providers (frontend)
Single frontend skill for Taruvi. Covers everything that runs in the browser: wiring @taruvi/refine-providers, all Refine hook usage against Taruvi, production-ready list/dashboard/dropdown/upload UX, auth flow, and access control.
If the task is provisioning resources or authoring Python function bodies, switch to taruvi-app-developer.
Provider map
| Provider | Refine key | Purpose |
|---|---|---|
dataProvider(client) | default | Datatable CRUD, filters, pagination, aggregation, graph |
storageDataProvider(client) | storage | File/object upload, list, download, delete |
appDataProvider(client) | app | Function/analytics execution, roles, settings, secrets (via useCustom / useList / useOne) |
userDataProvider(client) | user | User CRUD |
authProvider(client) | authProvider prop | Login, logout, token refresh, identity, permissions |
accessControlProvider(client) | accessControlProvider prop | Batched Cerbos checks for useCan / CanAccess |
Hook support matrix and meta options live in `overview.md`.
Deprecated — do not use: functionsDataProvider, analyticsDataProvider. Use appDataProvider + useCustom with meta.kind: "function" or meta.kind: "analytics" instead.
Workflow
- Read `overview.md` once — install, client setup, full provider/hook map.
- Open the task-specific reference (table below).
- Identify the installed package's current non-deprecated API. Don't ship new code on a deprecated surface just because old examples exist.
- Apply the production-ready defaults (next section).
- Walk the UI for each role before reporting done — confirm list actions, create buttons, and menu items show/hide correctly.
Reference index
| Task | Read |
|---|---|
| Database CRUD, filters, aggregation, graph | `database-provider.md` |
| File upload, batch delete, metadata, filters | `storage-provider.md` |
| Function execution, analytics, roles, settings, secrets | `app-provider.md` |
| User CRUD | `user-provider.md` |
| Login, logout, token flow, identity | `auth-provider.md` |
useCan, CanAccess, prefixed ACL resources | `access-control-provider.md` |
| TypeScript types, deprecated migration | `types-and-utilities.md` |
Production-ready defaults
Unless the user explicitly scopes down, every frontend deliverable must meet these. They are non-suggestion.
Lists / tables
- Backend pagination by default. Default
pageSize10; expose10/20/50/100. - Server-side search, filter, sort — pushed into provider
filters/sorters, never re-applied to fetched rows in React. - Visible search input + relevant filter controls (status, department, date range) — debounce search 300–500ms.
- One primary search control per page (don't duplicate
DataGridquick filter with a separate page search on the same fields). - MUI
DataGrid→ useuseDataGrid. Hand-wiringuseList+ component state is a documented exception, not a default.
Dashboards / KPIs / charts
- Default: datatable
aggregate+groupByviauseListwithmeta.aggregate: ["count"](note the array —aggregate: "count"fails silently). For cross-table needs, the data provider supportspopulateand aggregation together — try that first; aggregating over populated FK fields usually does the job. - Analytics queries are the exception, not the default. Reach for
appDataProvider+useCustom({ meta: { kind: "analytics" } })only when (a) the source is an external database or (b) the SQL genuinely cannot be expressed via the data provider — multi-table joins with grouped aggregation, window functions, recursive CTEs, etc. Registering a query is a separate backend round-trip (taruvi-app-developer); avoid it for anything a singleuseListwithmeta.aggregate+meta.populatecan do. - Never fetch full row sets into React to derive summary metrics.
- Graph queries must set an explicit
depth. havingonly works aftergroupBy. Usefiltersfor pre-aggregation filtering.
Network-backed dropdowns
Autocomplete(or equivalent typeahead), not staticSelect.- Paginated backend queries (default option
pageSize10), debounced search pushed into provider filters. No client-side filtering over a one-shot load.
File uploads / attachments
- Multi-file UX by default. Report per-file success/failure — never an all-or-nothing aggregate.
- Chunk batch uploads to ≤10 files / ≤100MB; chunk batch deletes to ≤100 paths.
- Quota is advisory — surface as a warning, not an upload blocker.
- Warn on overwrite — upload silently replaces existing paths.
- Set
visibilityat bucket level; per-object override wins over bucket default.
Bulk actions
- Backend bulk ops (
updateMany,deleteMany) for single-resource; serverless function for multi-resource cascades. - Show selection scope clearly (selected rows vs filtered set), surface partial-failure details, invalidate affected queries.
Notifications
Use the wired Refine notificationProvider (useNotification). Don't add a parallel toast/snackbar system.
Contract rules (mandatory)
Function execution
useCustom({
url: "<function-slug>",
method: "post",
dataProviderName: "app",
payload: { /* inputs */ },
meta: { kind: "function" },
});payload carries inputs — not values, not config.payload.
Analytics execution
Same shape with meta: { kind: "analytics" }.
Access control
useCan/CanAccessresources use prefixed ACL strings —datatable:employees,function:employee-terminate,query:hrms-dashboard-summary. Neverparams.entityType, never a bare resource name.- Map UI actions to canonical Cerbos actions before checking:
list/show→read,edit→update,create→create,delete→delete,executefor functions/queries. - Verify the runtime payload —
/check/resources'sresource.kindmust exactly match the requestedresourcestring. - Don't debounce or throttle
useCanmanually —accessControlProvideralready batches via DataLoader.
Client setup
const client = new Client({
apiKey: import.meta.env.VITE_TARUVI_API_KEY,
appSlug: import.meta.env.VITE_TARUVI_APP_SLUG,
apiUrl: import.meta.env.VITE_TARUVI_API_URL,
});
<Refine
dataProvider={{
default: dataProvider(client),
storage: storageDataProvider(client),
app: appDataProvider(client),
user: userDataProvider(client),
}}
notificationProvider={useNotificationProvider}
authProvider={authProvider(client)}
accessControlProvider={accessControlProvider(client)}
/>Env vars use the framework's browser-exposing prefix (VITE_*, REACT_APP_*, NEXT_PUBLIC_*). Never hardcoded.
Gotchas worth surfacing here
The non-obvious ones. Per-domain pitfalls live in the references.
- 401 vs 403 — 401 = expired session (re-login). 403 = forbidden (show denied). Treating 403 as 401 causes infinite re-login loops.
- `_cachedUser` after role change — identity is cached module-locally and only clears on
logout(). After admin role changes, force re-login or invalidate["identity"]and["access-control"]query keys. - `useCustom` for async functions — async returns a
task_id, not a result. Either keep the function sync (<30s) or wire a polling pattern with a separate status-check function. - `dataProviderName` missing —
useCustom/useCreatewithout the rightdataProviderNameroutes todefault, returning confusing "resource not found" errors. Always set"app"for functions/analytics and"storage"for buckets. - Prefilled form fields — set
InputLabelProps: { shrink: true }on TextFields with default values so the label doesn't overlap. - `aggregate` must be an array —
aggregate: "count"silently fails. Useaggregate: ["count"]. - Client-side filtering on backend data — fetching a page of rows and filtering in React is a correctness and scalability bug. Always push state into provider queries.


