data-fetching-architecture SKILL.md skillA
data-fetching-architecture from lobehub/lobehub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lobehub/lobehub/data-fetching-architecture@git:20261010.bb5a79bPins git:20261010.bb5a79b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lobehub/lobehub
- Path
.agents/skills/data-fetching-architecture/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261010.bb5a79b, committed Oct 10, 2026
- First version recorded
- Jun 2, 2026
- Size
- 7,216 bytes
- Repository stars
- 84,260
- License
- a license file GitHub does not identify
Use for client APIs, SWR hooks, cache invalidation, async errors, useEffect migration, home first paint and persistent caches.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# LobeHub Data Fetching Architecture
```text
Component → Store useFetchXxx hook → Service → lambdaClient
← SWR request state + store data ← response
```
## Layer boundaries
- Services in `src/services/` own API calls: `.query()` for reads, `.mutate()` for writes.
Export a service instance per domain; components and stores do not call `lambdaClient` directly.
- Store read hooks use `useClientDataSWR` and return its SWR response, including `error`
and `mutate`. Sync successful results into the store through the wrapper's supported
callback (`onSuccess`, or `onData` for the sync wrapper).
- Server lists and details that paint from a local copy go through `@/libs/replica`
instead: the store's `useFetchXxx` returns `slice.useSync(params)` (flags only) and
the engine writes the store. See the Replica section of [zustand](../zustand/SKILL.md).
- Components call these hooks and read store data through selectors. Do not fetch in
`useEffect` or duplicate server data in component `useState`.
- Use `useFetchXxx` for read hooks and `refreshXxx` for cache invalidation.
- For list/detail types, maps, reducers, and shared type sources, use
…Read the whole file at its exact version.
How to install
mdr add lobehub/lobehub/data-fetching-architecture@sha256:aa1c61e1bc782cacThe line at the top of this page pins the label git:20261010.bb5a79b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_35nhmukj4xdzj2xa)
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Versions
The registry has recorded 5 versions of this file, between Jun 2, 2026 and Oct 10, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.bb5a79b latest | 2026-10-10 | bb5a79b | 7,216 B | A | view · diff |
| git:20260907.25bf231 | 2026-09-07 | 25bf231 | 6,645 B | A | view · diff |
| git:20260907.a8ef352 | 2026-09-07 | a8ef352 | 20,651 B | A | view · diff |
| git:20260702.60e26ec | 2026-07-02 | 60e26ec | 20,227 B | A | view · diff |
| git:20260602.d1a6ffa | 2026-06-02 | d1a6ffa | 18,224 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7216 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
lobehub/lobehub · 84,260 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch canary
API
GET https://markdownregistry.com/api/v1/artifacts/art_35nhmukj4xdzj2xa GET https://markdownregistry.com/api/v1/resolve?ref=lobehub/lobehub/data-fetching-architecture GET https://markdownregistry.com/api/v1/blob/aa1c61e1bc782cac15f76ef5363a6b9c1cf8e10965d472e5b629b23af24c2519
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.