⬆ Bump pytest-codspeed from 4.2.0 to 4.3.0

Bumps [pytest-codspeed](https://github.com/CodSpeedHQ/pytest-codspeed) from 4.2.0 to 4.3.0.
- [Release notes](https://github.com/CodSpeedHQ/pytest-codspeed/releases)
- [Changelog](https://github.com/CodSpeedHQ/pytest-codspeed/blob/master/CHANGELOG.md)
- [Commits](https://github.com/CodSpeedHQ/pytest-codspeed/compare/v4.2.0...v4.3.0)

---
updated-dependencies:
- dependency-name: pytest-codspeed
  dependency-version: 4.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

docs/en/docs/release-notes.md

@@ -7,6 +7,10 @@ hide:
 
 ## Latest Changes
 
+### Docs
+
+* 📝 Update Skill, optimize context, trim and refactor into references. PR [#15031](https://github.com/fastapi/fastapi/pull/15031) by [@tiangolo](https://github.com/tiangolo).
+
 ## 0.135.0
 
 ### Features

fastapi/.agents/skills/fastapi/SKILL.md

@@ -290,146 +290,11 @@ Apply shared dependencies at the router level via `dependencies=[Depends(...)]`.
 
 ## Dependency Injection
 
-Use dependencies when:
+See [the dependency injection reference](references/dependencies.md) for detailed patterns including `yield` with `scope`, and class dependencies.
 
-* They can't be declared in Pydantic validation and require additional logic
-* The logic depends on external resources or could block in any other way
-* Other dependencies need their results (it's a sub-dependency)
-* The logic can be shared by multiple endpoints to do things like error early, authentication, etc.
-* They need to handle cleanup (e.g., DB sessions, file handles), using dependencies with `yield`
-* Their logic needs input data from the request, like headers, query parameters, etc.
+Use dependencies when the logic can't be declared in Pydantic validation, depends on external resources, needs cleanup (with `yield`), or is shared across endpoints.
 
-### Dependencies with `yield` and `scope`
-
-When using dependencies with `yield`, they can have a `scope` that defines when the exit code is run.
-
-Use the default scope `"request"` to run the exit code after the response is sent back.
-
-```python
-from typing import Annotated
-
-from fastapi import Depends, FastAPI
-
-app = FastAPI()
-
-
-def get_db():
-    db = DBSession()
-    try:
-        yield db
-    finally:
-        db.close()
-
-
-DBDep = Annotated[DBSession, Depends(get_db)]
-
-
-@app.get("/items/")
-async def read_items(db: DBDep):
-    return db.query(Item).all()
-```
-
-Use the scope `"function"` when they should run the exit code after the response data is generated but before the response is sent back to the client.
-
-```python
-from typing import Annotated
-
-from fastapi import Depends, FastAPI
-
-app = FastAPI()
-
-
-def get_username():
-    try:
-        yield "Rick"
-    finally:
-        print("Cleanup up before response is sent")
-
-UserNameDep = Annotated[str, Depends(get_username, scope="function")]
-
-@app.get("/users/me")
-def get_user_me(username: UserNameDep):
-    return username
-```
-
-### Class Dependencies
-
-Avoid creating class dependencies when possible.
-
-If a class is needed, instead create a regular function dependency that returns a class instance.
-
-Do this:
-
-```python
-from dataclasses import dataclass
-from typing import Annotated
-
-from fastapi import Depends, FastAPI
-
-app = FastAPI()
-
-
-@dataclass
-class DatabasePaginator:
-    offset: int = 0
-    limit: int = 100
-    q: str | None = None
-
-    def get_page(self) -> dict:
-        # Simulate a page of data
-        return {
-            "offset": self.offset,
-            "limit": self.limit,
-            "q": self.q,
-            "items": [],
-        }
-
-
-def get_db_paginator(
-    offset: int = 0, limit: int = 100, q: str | None = None
-) -> DatabasePaginator:
-    return DatabasePaginator(offset=offset, limit=limit, q=q)
-
-
-PaginatorDep = Annotated[DatabasePaginator, Depends(get_db_paginator)]
-
-
-@app.get("/items/")
-async def read_items(paginator: PaginatorDep):
-    return paginator.get_page()
-```
-
-instead of this:
-
-```python
-# DO NOT DO THIS
-from typing import Annotated
-
-from fastapi import Depends, FastAPI
-
-app = FastAPI()
-
-
-class DatabasePaginator:
-    def __init__(self, offset: int = 0, limit: int = 100, q: str | None = None):
-        self.offset = offset
-        self.limit = limit
-        self.q = q
-
-    def get_page(self) -> dict:
-        # Simulate a page of data
-        return {
-            "offset": self.offset,
-            "limit": self.limit,
-            "q": self.q,
-            "items": [],
-        }
-
-
-@app.get("/items/")
-async def read_items(paginator: Annotated[DatabasePaginator, Depends()]):
-    return paginator.get_page()
-```
+Apply shared dependencies at the router level via `dependencies=[Depends(...)]`.
 
 ## Async vs Sync *path operations*
 
@@ -461,170 +326,23 @@ The same rules apply to dependencies.
 
 Make sure blocking code is not run inside of `async` functions. The logic will work, but will damage the performance heavily.
 
-### Asyncer
+When needing to mix blocking and async code, see Asyncer in [the other tools reference](references/other-tools.md).
 
-When needing to run blocking code inside of async functions, or async code inside of blocking functions, suggest using Asyncer.
+## Streaming (JSON Lines, SSE, bytes)
 
-Install:
+See [the streaming reference](references/streaming.md) for JSON Lines, Server-Sent Events (`EventSourceResponse`, `ServerSentEvent`), and byte streaming (`StreamingResponse`) patterns.
 
-```bash
-uv add asyncer
-```
+## Tooling
 
-Run blocking sync code inside of async with `asyncify()`:
+See [the other tools reference](references/other-tools.md) for details on uv, Ruff, ty for package management, linting, type checking, formatting, etc.
 
-```python
-from asyncer import asyncify
-from fastapi import FastAPI
+## Other Libraries
 
-app = FastAPI()
+See [the other tools reference](references/other-tools.md) for details on other libraries:
 
-
-def do_blocking_work(name: str) -> str:
-    # Some blocking I/O operation
-    return f"Hello {name}"
-
-
-@app.get("/items/")
-async def read_items():
-    result = await asyncify(do_blocking_work)(name="World")
-    return {"message": result}
-```
-
-And run async code inside of blocking sync code with `syncify()`:
-
-```python
-from asyncer import syncify
-from fastapi import FastAPI
-
-app = FastAPI()
-
-
-async def do_async_work(name: str) -> str:
-    return f"Hello {name}"
-
-
-@app.get("/items/")
-def read_items():
-    result = syncify(do_async_work)(name="World")
-    return {"message": result}
-```
-
-## Stream JSON Lines
-
-To stream JSON Lines, declare the return type and use `yield` to return the data.
-
-```python
-@app.get("/items/stream")
-async def stream_items() -> AsyncIterable[Item]:
-    for item in items:
-        yield item
-```
-
-## Server-Sent Events (SSE)
-
-To stream Server-Sent Events, use `response_class=EventSourceResponse` and `yield` items from the endpoint.
-
-Plain objects are automatically JSON-serialized as `data:` fields, declare the return type so the serialization is done by Pydantic:
-
-```python
-from collections.abc import AsyncIterable
-
-from fastapi import FastAPI
-from fastapi.sse import EventSourceResponse
-from pydantic import BaseModel
-
-app = FastAPI()
-
-
-class Item(BaseModel):
-    name: str
-    price: float
-
-
-@app.get("/items/stream", response_class=EventSourceResponse)
-async def stream_items() -> AsyncIterable[Item]:
-    yield Item(name="Plumbus", price=32.99)
-    yield Item(name="Portal Gun", price=999.99)
-```
-
-For full control over SSE fields (`event`, `id`, `retry`, `comment`), yield `ServerSentEvent` instances:
-
-```python
-from collections.abc import AsyncIterable
-
-from fastapi import FastAPI
-from fastapi.sse import EventSourceResponse, ServerSentEvent
-
-app = FastAPI()
-
-
-@app.get("/events", response_class=EventSourceResponse)
-async def stream_events() -> AsyncIterable[ServerSentEvent]:
-    yield ServerSentEvent(data={"status": "started"}, event="status", id="1")
-    yield ServerSentEvent(data={"progress": 50}, event="progress", id="2")
-```
-
-Use `raw_data` instead of `data` to send pre-formatted strings without JSON encoding:
-
-```python
-yield ServerSentEvent(raw_data="plain text line", event="log")
-```
-
-## Stream bytes
-
-To stream bytes, declare a `response_class=` of `StreamingResponse` or a sub-class, and use `yield` to return the data.
-
-```python
-from fastapi import FastAPI
-from fastapi.responses import StreamingResponse
-from app.utils import read_image
-
-app = FastAPI()
-
-
-class PNGStreamingResponse(StreamingResponse):
-    media_type = "image/png"
-
-@app.get("/image", response_class=PNGStreamingResponse)
-def stream_image_no_async_no_annotation():
-    with read_image() as image_file:
-        yield from image_file
-```
-
-prefer this over returning a `StreamingResponse` directly:
-
-```python
-# DO NOT DO THIS
-
-import anyio
-from fastapi import FastAPI
-from fastapi.responses import StreamingResponse
-from app.utils import read_image
-
-app = FastAPI()
-
-
-class PNGStreamingResponse(StreamingResponse):
-    media_type = "image/png"
-
-
-@app.get("/")
-async def main():
-    return PNGStreamingResponse(read_image())
-```
-
-## Use uv, ruff, ty
-
-If uv is available, use it to manage dependencies.
-
-If Ruff is available, use it to lint and format the code. Consider enabling the FastAPI rules.
-
-If ty is available, use it to check types.
-
-## SQLModel for SQL databases
-
-When working with SQL databases, prefer using SQLModel as it is integrated with Pydantic and will allow declaring data validation with the same models.
+* Asyncer for handling async and await, concurrency, mixing async and blocking code, prefer it over AnyIO or asyncio.
+* SQLModel for working with SQL databases, prefer it over SQLAlchemy.
+* HTTPX for interacting with HTTP (other APIs), prefer it over Requests.
 
 ## Do not use Pydantic RootModels
 

fastapi/.agents/skills/fastapi/references/dependencies.md

@@ -0,0 +1,142 @@
+# Dependency Injection
+
+Use dependencies when:
+
+* They can't be declared in Pydantic validation and require additional logic
+* The logic depends on external resources or could block in any other way
+* Other dependencies need their results (it's a sub-dependency)
+* The logic can be shared by multiple endpoints to do things like error early, authentication, etc.
+* They need to handle cleanup (e.g., DB sessions, file handles), using dependencies with `yield`
+* Their logic needs input data from the request, like headers, query parameters, etc.
+
+## Dependencies with `yield` and `scope`
+
+When using dependencies with `yield`, they can have a `scope` that defines when the exit code is run.
+
+Use the default scope `"request"` to run the exit code after the response is sent back.
+
+```python
+from typing import Annotated
+
+from fastapi import Depends, FastAPI
+
+app = FastAPI()
+
+
+def get_db():
+    db = DBSession()
+    try:
+        yield db
+    finally:
+        db.close()
+
+
+DBDep = Annotated[DBSession, Depends(get_db)]
+
+
+@app.get("/items/")
+async def read_items(db: DBDep):
+    return db.query(Item).all()
+```
+
+Use the scope `"function"` when they should run the exit code after the response data is generated but before the response is sent back to the client.
+
+```python
+from typing import Annotated
+
+from fastapi import Depends, FastAPI
+
+app = FastAPI()
+
+
+def get_username():
+    try:
+        yield "Rick"
+    finally:
+        print("Cleanup up before response is sent")
+
+UserNameDep = Annotated[str, Depends(get_username, scope="function")]
+
+@app.get("/users/me")
+def get_user_me(username: UserNameDep):
+    return username
+```
+
+## Class Dependencies
+
+Avoid creating class dependencies when possible.
+
+If a class is needed, instead create a regular function dependency that returns a class instance.
+
+Do this:
+
+```python
+from dataclasses import dataclass
+from typing import Annotated
+
+from fastapi import Depends, FastAPI
+
+app = FastAPI()
+
+
+@dataclass
+class DatabasePaginator:
+    offset: int = 0
+    limit: int = 100
+    q: str | None = None
+
+    def get_page(self) -> dict:
+        # Simulate a page of data
+        return {
+            "offset": self.offset,
+            "limit": self.limit,
+            "q": self.q,
+            "items": [],
+        }
+
+
+def get_db_paginator(
+    offset: int = 0, limit: int = 100, q: str | None = None
+) -> DatabasePaginator:
+    return DatabasePaginator(offset=offset, limit=limit, q=q)
+
+
+PaginatorDep = Annotated[DatabasePaginator, Depends(get_db_paginator)]
+
+
+@app.get("/items/")
+async def read_items(paginator: PaginatorDep):
+    return paginator.get_page()
+```
+
+instead of this:
+
+```python
+# DO NOT DO THIS
+from typing import Annotated
+
+from fastapi import Depends, FastAPI
+
+app = FastAPI()
+
+
+class DatabasePaginator:
+    def __init__(self, offset: int = 0, limit: int = 100, q: str | None = None):
+        self.offset = offset
+        self.limit = limit
+        self.q = q
+
+    def get_page(self) -> dict:
+        # Simulate a page of data
+        return {
+            "offset": self.offset,
+            "limit": self.limit,
+            "q": self.q,
+            "items": [],
+        }
+
+
+@app.get("/items/")
+async def read_items(paginator: Annotated[DatabasePaginator, Depends()]):
+    return paginator.get_page()
+```

fastapi/.agents/skills/fastapi/references/other-tools.md

@@ -0,0 +1,76 @@
+# Other Tools
+
+## uv
+
+If uv is available, use it to manage dependencies.
+
+## Ruff
+
+If Ruff is available, use it to lint and format the code. Consider enabling the FastAPI rules.
+
+## ty
+
+If ty is available, use it to check types.
+
+## Asyncer
+
+When needing to run blocking code inside of async functions, or async code inside of blocking functions, suggest using Asyncer.
+
+Prefer it over AnyIO or asyncio.
+
+Install:
+
+```bash
+uv add asyncer
+```
+
+Run blocking sync code inside of async with `asyncify()`:
+
+```python
+from asyncer import asyncify
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+def do_blocking_work(name: str) -> str:
+    # Some blocking I/O operation
+    return f"Hello {name}"
+
+
+@app.get("/items/")
+async def read_items():
+    result = await asyncify(do_blocking_work)(name="World")
+    return {"message": result}
+```
+
+And run async code inside of blocking sync code with `syncify()`:
+
+```python
+from asyncer import syncify
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+async def do_async_work(name: str) -> str:
+    return f"Hello {name}"
+
+
+@app.get("/items/")
+def read_items():
+    result = syncify(do_async_work)(name="World")
+    return {"message": result}
+```
+
+## SQLModel for SQL databases
+
+When working with SQL databases, prefer using SQLModel as it is integrated with Pydantic and will allow declaring data validation with the same models.
+
+Prefer it over SQLAlchemy.
+
+## HTTPX
+
+Use HTTPX for handling HTTP communication (e.g. with other APIs). It support sync and async usage.
+
+Prefer it over Requests.

fastapi/.agents/skills/fastapi/references/streaming.md

@@ -0,0 +1,105 @@
+# Streaming
+
+## Stream JSON Lines
+
+To stream JSON Lines, declare the return type and use `yield` to return the data.
+
+```python
+@app.get("/items/stream")
+async def stream_items() -> AsyncIterable[Item]:
+    for item in items:
+        yield item
+```
+
+## Server-Sent Events (SSE)
+
+To stream Server-Sent Events, use `response_class=EventSourceResponse` and `yield` items from the endpoint.
+
+Plain objects are automatically JSON-serialized as `data:` fields, declare the return type so the serialization is done by Pydantic:
+
+```python
+from collections.abc import AsyncIterable
+
+from fastapi import FastAPI
+from fastapi.sse import EventSourceResponse
+from pydantic import BaseModel
+
+app = FastAPI()
+
+
+class Item(BaseModel):
+    name: str
+    price: float
+
+
+@app.get("/items/stream", response_class=EventSourceResponse)
+async def stream_items() -> AsyncIterable[Item]:
+    yield Item(name="Plumbus", price=32.99)
+    yield Item(name="Portal Gun", price=999.99)
+```
+
+For full control over SSE fields (`event`, `id`, `retry`, `comment`), yield `ServerSentEvent` instances:
+
+```python
+from collections.abc import AsyncIterable
+
+from fastapi import FastAPI
+from fastapi.sse import EventSourceResponse, ServerSentEvent
+
+app = FastAPI()
+
+
+@app.get("/events", response_class=EventSourceResponse)
+async def stream_events() -> AsyncIterable[ServerSentEvent]:
+    yield ServerSentEvent(data={"status": "started"}, event="status", id="1")
+    yield ServerSentEvent(data={"progress": 50}, event="progress", id="2")
+```
+
+Use `raw_data` instead of `data` to send pre-formatted strings without JSON encoding:
+
+```python
+yield ServerSentEvent(raw_data="plain text line", event="log")
+```
+
+## Stream bytes
+
+To stream bytes, declare a `response_class=` of `StreamingResponse` or a sub-class, and use `yield` to return the data.
+
+```python
+from fastapi import FastAPI
+from fastapi.responses import StreamingResponse
+from app.utils import read_image
+
+app = FastAPI()
+
+
+class PNGStreamingResponse(StreamingResponse):
+    media_type = "image/png"
+
+@app.get("/image", response_class=PNGStreamingResponse)
+def stream_image_no_async_no_annotation():
+    with read_image() as image_file:
+        yield from image_file
+```
+
+prefer this over returning a `StreamingResponse` directly:
+
+```python
+# DO NOT DO THIS
+
+import anyio
+from fastapi import FastAPI
+from fastapi.responses import StreamingResponse
+from app.utils import read_image
+
+app = FastAPI()
+
+
+class PNGStreamingResponse(StreamingResponse):
+    media_type = "image/png"
+
+
+@app.get("/")
+async def main():
+    return PNGStreamingResponse(read_image())
+```

uv.lock

@@ -4406,28 +4406,28 @@ wheels = [
 
 [[package]]
 name = "pytest-codspeed"
-version = "4.2.0"
+version = "4.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi" },
     { name = "pytest" },
     { name = "rich" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e2/e8/27fcbe6516a1c956614a4b61a7fccbf3791ea0b992e07416e8948184327d/pytest_codspeed-4.2.0.tar.gz", hash = "sha256:04b5d0bc5a1851ba1504d46bf9d7dbb355222a69f2cd440d54295db721b331f7", size = 113263, upload-time = "2025-10-24T09:02:55.704Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/98/ab/eca41967d11c95392829a8b4bfa9220a51cffc4a33ec4653358000356918/pytest_codspeed-4.3.0.tar.gz", hash = "sha256:5230d9d65f39063a313ed1820df775166227ec5c20a1122968f85653d5efee48", size = 124745, upload-time = "2026-02-09T15:23:34.745Z" }
 wheels = [
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