Fastapi Endpoint
davila7/claude-code-templates
Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests.
FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and…
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install affaan-m/ECC fastapi-patterns --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/fastapi-patterns .claude/skills/fastapi-patterns && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .claude/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patternsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install affaan-m/ECC fastapi-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/fastapi-patterns .agents/skills/fastapi-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .agents/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install affaan-m/ECC fastapi-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/fastapi-patterns .cursor/skills/fastapi-patterns && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .cursor/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/affaan-m/ECC.git --path skills/fastapi-patterns--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install affaan-m/ECC fastapi-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/fastapi-patterns .gemini/skills/fastapi-patterns && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .gemini/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install affaan-m/ECC fastapi-patternsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/fastapi-patterns .github/skills/fastapi-patterns && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .github/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill fastapi-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install affaan-m/ECC fastapi-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/fastapi-patterns .opencode/skills/fastapi-patterns && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "fastapi-patterns" agent skill from https://github.com/affaan-m/ECC/tree/main/skills/fastapi-patterns into .opencode/skills/fastapi-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-patterns", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
fastapi-patternsFastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and…
Fastapi Patterns is an agent skill from affaan-m/ECC. FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and pytest. Use when building or reviewing FastAPI apps — Pydantic schemas, dependencies, async handlers, auth, or tests.
Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering Backend development, Design patterns and Unit testing. It works with FastAPI, Pydantic and pytest. The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.
Read from SKILL.md and the folder at commit ef648e0. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Fastapi Patterns loads about 3.9k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 165 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
`-- .envel_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8")Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from affaan-m/ECC at commit ef648e0, republished under its MIT licence (© affaan-m). 165 words, ~3,909 tokens.
.claude/skills/fastapi-patterns/SKILL.md (or your agent's skills folder).Modern, production-grade FastAPI development: project layout, Pydantic v2 schemas, dependency injection, async patterns, auth, transactional service methods, and testing.
my_app/
|-- app/
| |-- main.py # App factory, lifespan, middleware
| |-- config.py # Settings via pydantic-settings
| |-- dependencies.py # Shared FastAPI dependencies
| |-- database.py # SQLAlchemy engine + session
| |-- routers/
| | `-- users.py
| |-- models/ # SQLAlchemy ORM models
| | `-- user.py
| |-- schemas/ # Pydantic request/response schemas
| | `-- user.py
| `-- services/ # Business logic layer
| `-- user_service.py
|-- tests/
| |-- conftest.py
| `-- test_users.py
|-- pyproject.toml
`-- .env# app/main.py
from contextlib import asynccontextmanager
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from app.config import settings
from app.database import engine, Base
from app.routers import users
@asynccontextmanager
async def lifespan(app: FastAPI):
# Automatically create tables on startup for ease of use in dev/demo environments.
# For strict production applications, manage schemas via Alembic migrations instead.
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
yield
# Shutdown: close pooled resources.
await engine.dispose()
def create_app() -> FastAPI:
app = FastAPI(
title=settings.app_name,
version=settings.app_version,
lifespan=lifespan,
)
app.add_middleware(
CORSMiddleware,
allow_origins=settings.allowed_origins,
allow_credentials=settings.allow_credentials,
allow_methods=settings.allowed_methods,
allow_headers=settings.allowed_headers,
)
app.include_router(users.router, prefix="/users", tags=["users"])
return app
app = create_app()# app/config.py
from pydantic_settings import BaseSettings, SettingsConfigDict
class Settings(BaseSettings):
model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8")
app_name: str = "My App"
app_version: str = "0.1.0"
debug: bool = False
database_url: str
secret_key: str
algorithm: str = "HS256"
access_token_expire_minutes: int = 30
# Pydantic-settings v2 safely evaluates mutable list literals directly
allowed_origins: list[str] = ["http://localhost:3000"]
allowed_methods: list[str] = ["GET", "POST", "PATCH", "DELETE", "OPTIONS"]
allowed_headers: list[str] = ["Authorization", "Content-Type"]
allow_credentials: bool = True
settings = Settings()# app/schemas/user.py
from datetime import datetime
from pydantic import BaseModel, EmailStr, Field, model_validator
class UserBase(BaseModel):
email: EmailStr
username: str = Field(min_length=3, max_length=50)
class UserCreate(UserBase):
password: str = Field(min_length=8)
password_confirm: str
@model_validator(mode="after")
def passwords_match(self) -> "UserCreate":
if self.password != self.password_confirm:
raise ValueError("Passwords do not match")
return self
class UserUpdate(BaseModel):
username: str | None = Field(default=None, min_length=3, max_length=50)
email: EmailStr | None = None
class UserResponse(UserBase):
id: int
is_active: bool
created_at: datetime
model_config = {"from_attributes": True}
class UserListResponse(BaseModel):
total: int
items: list[UserResponse]# app/dependencies.py
from typing import Annotated, AsyncGenerator
from fastapi import Depends, HTTPException, status
from fastapi.security import OAuth2PasswordBearer
from jose import JWTError, jwt
from sqlalchemy.ext.asyncio import AsyncSession
from app.config import settings
from app.database import AsyncSessionLocal
from app.models.user import User
oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/users/token")
async def get_db() -> AsyncGenerator[AsyncSession, None]:
async with AsyncSessionLocal() as session:
try:
yield session
except Exception:
await session.rollback()
raise
async def get_current_user(
token: Annotated[str, Depends(oauth2_scheme)],
db: Annotated[AsyncSession, Depends(get_db)],
) -> User:
credentials_exception = HTTPException(
status_code=status.HTTP_401_UNAUTHORIZED,
detail="Could not validate credentials",
headers={"WWW-Authenticate": "Bearer"},
)
try:
payload = jwt.decode(token, settings.secret_key, algorithms=[settings.algorithm])
subject = payload.get("sub")
if subject is None:
raise credentials_exception
user_id = int(subject)
except (JWTError, TypeError, ValueError):
raise credentials_exception
user = await db.get(User, user_id)
if user is None:
raise credentials_exception
return user
async def get_current_active_user(
current_user: Annotated[User, Depends(get_current_user)],
) -> User:
if not current_user.is_active:
raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail="Inactive user")
return current_user
DbDep = Annotated[AsyncSession, Depends(get_db)]
CurrentUserDep = Annotated[User, Depends(get_current_user)]
ActiveUserDep = Annotated[User, Depends(get_current_active_user)]# app/routers/users.py
from typing import Annotated
from fastapi import APIRouter, HTTPException, Query, status
from fastapi.security import OAuth2PasswordRequestForm
from app.dependencies import ActiveUserDep, DbDep
from app.schemas.user import UserCreate, UserResponse, UserUpdate, UserListResponse
from app.services.user_service import DuplicateUserError, UserService
router = APIRouter()
@router.post("/", response_model=UserResponse, status_code=status.HTTP_201_CREATED)
async def create_user(payload: UserCreate, db: DbDep) -> UserResponse:
service = UserService(db)
try:
return await service.create(payload)
except DuplicateUserError:
raise HTTPException(status_code=400, detail="Email already registered")
@router.get("/me", response_model=UserResponse)
async def get_me(current_user: ActiveUserDep) -> UserResponse:
return current_user
@router.get("/", response_model=UserListResponse)
async def list_users(
db: DbDep,
current_user: ActiveUserDep,
skip: Annotated[int, Query(ge=0)] = 0,
limit: Annotated[int, Query(ge=1, le=100)] = 20,
) -> UserListResponse:
service = UserService(db)
users, total = await service.list(skip=skip, limit=limit)
return UserListResponse(total=total, items=users)
@router.patch("/{user_id}", response_model=UserResponse)
async def update_user(
user_id: int,
payload: UserUpdate,
db: DbDep,
current_user: ActiveUserDep,
) -> UserResponse:
if current_user.id != user_id:
raise HTTPException(status_code=403, detail="Not authorized")
service = UserService(db)
try:
user = await service.update(user_id, payload)
except DuplicateUserError:
raise HTTPException(status_code=400, detail="Email already registered")
if user is None:
raise HTTPException(status_code=404, detail="User not found")
return user
@router.post("/token")
async def login(
form_data: Annotated[OAuth2PasswordRequestForm, Depends()],
db: DbDep,
) -> dict[str, str]:
service = UserService(db)
token = await service.authenticate(form_data.username, form_data.password)
if token is None:
raise HTTPException(
status_code=status.HTTP_401_UNAUTHORIZED,
detail="Incorrect username or password",
headers={"WWW-Authenticate": "Bearer"},
)
return {"access_token": token, "token_type": "bearer"}# app/services/user_service.py
from datetime import datetime, timedelta, timezone
from jose import jwt
from passlib.context import CryptContext
from sqlalchemy import func, select
from sqlalchemy.exc import IntegrityError
from sqlalchemy.ext.asyncio import AsyncSession
from app.config import settings
from app.models.user import User
from app.schemas.user import UserCreate, UserUpdate
pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
class DuplicateUserError(Exception):
"""Raised when a unique user field conflicts with an existing row."""
class UserService:
def __init__(self, db: AsyncSession) -> None:
self.db = db
async def get_by_email(self, email: str) -> User | None:
result = await self.db.execute(select(User).where(User.email == email))
return result.scalar_one_or_none()
async def create(self, payload: UserCreate) -> User:
user = User(
email=payload.email,
username=payload.username,
hashed_password=pwd_context.hash(payload.password),
)
self.db.add(user)
try:
# Rely on atomic DB constraints rather than race-prone application-level prechecks
await self.db.commit()
except IntegrityError as exc:
await self.db.rollback()
raise DuplicateUserError from exc
await self.db.refresh(user)
return user
async def list(self, skip: int = 0, limit: int = 20) -> tuple[list[User], int]:
total_result = await self.db.execute(select(func.count(User.id)))
total = total_result.scalar_one()
# Enforce explicit deterministic ordering to ensure reliable pagination
result = await self.db.execute(
select(User).order_by(User.id).offset(skip).limit(limit)
)
return list(result.scalars()), total
async def update(self, user_id: int, payload: UserUpdate) -> User | None:
user = await self.db.get(User, user_id)
if user is None:
return None
for field, value in payload.model_dump(exclude_unset=True).items():
setattr(user, field, value)
try:
await self.db.commit()
except IntegrityError as exc:
await self.db.rollback()
raise DuplicateUserError from exc
await self.db.refresh(user)
return user
async def authenticate(self, email: str, password: str) -> str | None:
user = await self.get_by_email(email)
if user is None or not pwd_context.verify(password, user.hashed_password):
return None
expire = datetime.now(timezone.utc) + timedelta(
minutes=settings.access_token_expire_minutes
)
return jwt.encode(
{"sub": str(user.id), "exp": expire},
settings.secret_key,
algorithm=settings.algorithm,
)Note on Database Design: Application-level unique handling requires an underlying unique database index (e.g.,
unique=Trueon your SQLAlchemy mapping attributes). Without underlying constraints, application layer error-catching cannot safely prevent concurrent race conditions.
# tests/conftest.py
import pytest_asyncio
from httpx import ASGITransport, AsyncClient
from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
from app.database import Base
from app.dependencies import get_db
from app.main import create_app
TEST_DATABASE_URL = "sqlite+aiosqlite:///:memory:"
engine = create_async_engine(TEST_DATABASE_URL)
TestingSessionLocal = async_sessionmaker(engine, expire_on_commit=False)
@pytest_asyncio.fixture(autouse=True)
async def setup_db():
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
yield
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.drop_all)
@pytest_asyncio.fixture
async def db_session():
async with TestingSessionLocal() as session:
yield session
await session.rollback()
@pytest_asyncio.fixture
async def client(db_session: AsyncSession):
app = create_app()
async def override_get_db():
yield db_session
app.dependency_overrides[get_db] = override_get_db
async with AsyncClient(
transport=ASGITransport(app=app), base_url="http://test"
) as ac:
yield ac
@pytest_asyncio.fixture
async def registered_user(client: AsyncClient) -> dict:
resp = await client.post("/users/", json={
"email": "test@example.com",
"username": "testuser",
"password": "securepass1",
"password_confirm": "securepass1",
})
assert resp.status_code == 201
return resp.json()
@pytest_asyncio.fixture
async def auth_token(client: AsyncClient, registered_user: dict) -> str:
resp = await client.post("/users/token", data={
"username": "test@example.com",
"password": "securepass1",
})
assert resp.status_code == 200
return resp.json()["access_token"]
@pytest_asyncio.fixture
async def auth_client(client: AsyncClient, auth_token: str) -> AsyncClient:
client.headers.update({"Authorization": f"Bearer {auth_token}"})
return client# Bad: business logic inside route handlers.
@router.post("/users/")
async def create_user(payload: UserCreate, db: DbDep):
hashed = bcrypt.hash(payload.password)
user = User(email=payload.email, hashed_password=hashed)
db.add(user)
await db.commit()
return user
# Good: thin route, transactional service handling.
@router.post("/users/", response_model=UserResponse, status_code=201)
async def create_user(payload: UserCreate, db: DbDep):
try:
return await UserService(db).create(payload)
except DuplicateUserError:
raise HTTPException(status_code=400, detail="Email already registered")
# Bad: sync DB calls in async routes block the event loop.
@router.get("/items/")
async def list_items(db: Session = Depends(get_db)):
return db.query(Item).all()
# Good: use async SQLAlchemy executions.
@router.get("/items/")
async def list_items(db: AsyncSession = Depends(get_db)):
result = await db.execute(select(Item))
return result.scalars().all()response_model to prevent accidental PII/data leaks and output clean OpenAPI schemas.DbDep = Annotated[AsyncSession, Depends(get_db)]..order_by(Model.id)) on all offset/limit paginated endpoints to avoid data skips.401 vs 403).© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/fastapi-patterns of affaan-m/ECC.
Open the folder on GitHubat commit ef648e0
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in affaan-m/ECC, which our catalogue first saw on October 7, 2026.
Fastapi Patterns next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Fastapi Patterns this skillaffaan-m/ECC | 274k | 1 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Fastapi Endpointdavila7/claude-code-templates | 32k | — | ~3.9k | Automated safety check: Pass | MIT | |
| Mastering Python SkillSpillwaveSolutions/agent-brain | 120 | — | ~1.4k | Automated safety check: Notes | MIT | |
| PythonMadAppGang/claude-code | 283 | — | ~2.8k | Automated safety check: Notes | MIT | |
| Framework Migration AssistantArabelaTso/Skills-4-SE | 253 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Python API Designjohnku2011/boilerplates-with-ai-skills | 240 | — | ~449 | Automated safety check: Pass | MIT |
davila7/claude-code-templates
Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests.
SpillwaveSolutions/agent-brain
Modern Python coaching covering language foundations through advanced production patterns.
MadAppGang/claude-code
A skill your agent uses when building FastAPI applications, implementing async endpoints, setting up Pydantic schemas, working with SQLAlchemy, or writing pytest tests for Python backend services.
ArabelaTso/Skills-4-SE
Automatically migrate Python web applications between frameworks (Flask → FastAPI, Django → FastAPI).
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.
Jeffallan/claude-skills
Builds async Python APIs with FastAPI and Pydantic V2, covering endpoints, JWT authentication, async SQLAlchemy, WebSockets and pytest checks against the OpenAPI docs.
affaan-m/ECC
Audits your installed Claude skills and commands for quality, with a quick mode for recently changed skills and a full mode that evaluates all of them through subagents.
affaan-m/ECC
Ingest, index, search, edit, and monitor video and audio with the VideoDB Python SDK — upload from files, URLs, or RTSP feeds, build spoken and scene indexes with timestamped search and playable…
affaan-m/ECC
Scans installed skills for principles that recur across them and proposes rule-file changes: append, revise, add a section, create a file or leave as covered.
affaan-m/ECC
Builds DRAFT counterparty agreements from one markdown template and a small JSON spec per party, with clauses picked by the party's role.
affaan-m/ECC
Measures whether agents actually follow a skill, rule or agent definition by generating scenarios at three strictness levels and scoring tool-call traces.
affaan-m/ECC
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
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FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and…. Fastapi Patterns is an agent skill from affaan-m/ECC. FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and pytest.
Fastapi Patterns fits situations like: reviewing FastAPI apps — Pydantic schemas; tasks that involve Backend development; tasks that involve Design patterns.
Run `npx skills add affaan-m/ECC --skill fastapi-patterns -a claude-code`. Or copy the skill folder (skills/fastapi-patterns in affaan-m/ECC) into .claude/skills/fastapi-patterns in your project. Claude Code loads it when a task matches its description.
Run `npx skills add affaan-m/ECC --skill fastapi-patterns -a codex`. Or copy the skill folder (skills/fastapi-patterns in affaan-m/ECC) into .agents/skills/fastapi-patterns in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill fastapi-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fastapi-patterns, .gemini/skills/fastapi-patterns, .github/skills/fastapi-patterns and .opencode/skills/fastapi-patterns in your project.
SKILL.md names no scripts, command-line tools or credentials: Fastapi Patterns is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Fastapi Patterns is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.9k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Fastapi Patterns: Fastapi Endpoint (davila7/claude-code-templates, 32k stars), Mastering Python Skill (SpillwaveSolutions/agent-brain, 120 stars), Python (MadAppGang/claude-code, 283 stars) and Framework Migration Assistant (ArabelaTso/Skills-4-SE, 253 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 274,360 GitHub stars. The repository holds 657 skills in this directory. The repository was last updated on October 5, 2026.
Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.