Fastcrud
benavlabs/fastcrud
A skill your agent uses when building or modifying CRUD endpoints with FastCRUD (the fastcrud PyPI package) in a FastAPI project — covers FastCRUD, crudrouter, EndpointCreator, FilterConfig…
FastAPI with Supabase and SQLAlchemy/SQLModel. An agent skill from alinaqi/maggy.
$ npx skills add alinaqi/maggy --skill supabase-python -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alinaqi/maggy supabase-python --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/alinaqi/maggy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/supabase-python .claude/skills/supabase-python && 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 "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .claude/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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/alinaqi/maggy/tree/main/skills/supabase-pythonType 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 alinaqi/maggy --skill supabase-python -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alinaqi/maggy supabase-python --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alinaqi/maggy.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/supabase-python .agents/skills/supabase-python && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .agents/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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 alinaqi/maggy --skill supabase-python -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alinaqi/maggy supabase-python --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alinaqi/maggy.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/supabase-python .cursor/skills/supabase-python && 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 "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .cursor/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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/alinaqi/maggy.git --path skills/supabase-python--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 alinaqi/maggy --skill supabase-python -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alinaqi/maggy supabase-python --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alinaqi/maggy.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/supabase-python .gemini/skills/supabase-python && 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 "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .gemini/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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 alinaqi/maggy supabase-pythonInstalls 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 alinaqi/maggy --skill supabase-python -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alinaqi/maggy.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/supabase-python .github/skills/supabase-python && 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 "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .github/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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 alinaqi/maggy --skill supabase-python -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alinaqi/maggy supabase-python --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alinaqi/maggy.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/supabase-python .opencode/skills/supabase-python && 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 "supabase-python" agent skill from https://github.com/alinaqi/maggy/tree/main/skills/supabase-python into .opencode/skills/supabase-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-python", 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.
supabase-pythonFastAPI with Supabase and SQLAlchemy/SQLModel. An agent skill from alinaqi/maggy.
Supabase Python is an agent skill from alinaqi/maggy. FastAPI with Supabase and SQLAlchemy/SQLModel
Its SKILL.md is about 4k 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 Databases, covering ORMs and data access and Backend development. It works with Supabase, Python, SQLAlchemy and FastAPI. The repository describes itself as: What started as an opinionated Claude Code setup kit is now an autonomous AI engineering command center. The licence is MIT.
Read from SKILL.md and the folder at commit 72a456e. 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.
Shell commands in SKILL.md call:
supabaseuvicornpipFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
supabase.comsqlmodel.tiangolo.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
SUPABASE_ANON_KEYSUPABASE_SERVICE_ROLE_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Supabase Python loads about 4k tokens when it runs. Until then it costs about 15 tokens; SKILL.md has 141 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.
└── .env# .envenv_file = ".env"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 alinaqi/maggy at commit 72a456e, republished under its MIT licence (© alinaqi). 141 words, ~3,957 tokens.
.claude/skills/supabase-python/SKILL.md (or your agent's skills folder).FastAPI patterns with Supabase Auth and SQLAlchemy/SQLModel for database access.
Sources: Supabase Python Client | SQLModel
SQLAlchemy/SQLModel for queries, Supabase for auth/storage.
Use SQLAlchemy or SQLModel for type-safe database access. Use supabase-py for auth, storage, and realtime. FastAPI for the API layer.
project/
├── src/
│ ├── api/
│ │ ├── __init__.py
│ │ ├── routes/
│ │ │ ├── __init__.py
│ │ │ ├── auth.py
│ │ │ ├── posts.py
│ │ │ └── users.py
│ │ └── deps.py # Dependencies (auth, db)
│ ├── core/
│ │ ├── __init__.py
│ │ ├── config.py # Settings
│ │ └── security.py # Auth helpers
│ ├── db/
│ │ ├── __init__.py
│ │ ├── session.py # Database session
│ │ └── models.py # SQLModel models
│ ├── services/
│ │ ├── __init__.py
│ │ └── supabase.py # Supabase client
│ └── main.py # FastAPI app
├── supabase/
│ ├── migrations/
│ └── config.toml
├── alembic/ # Alembic migrations (alternative)
├── alembic.ini
├── pyproject.toml
└── .envpip install fastapi uvicorn supabase python-dotenv sqlmodel asyncpg alembic[project]
name = "my-app"
version = "0.1.0"
dependencies = [
"fastapi>=0.109.0",
"uvicorn[standard]>=0.27.0",
"supabase>=2.0.0",
"python-dotenv>=1.0.0",
"sqlmodel>=0.0.14",
"asyncpg>=0.29.0",
"alembic>=1.13.0",
"pydantic-settings>=2.0.0",
]
[project.optional-dependencies]
dev = [
"pytest>=7.0.0",
"pytest-asyncio>=0.23.0",
"httpx>=0.26.0",
]# .env
SUPABASE_URL=http://localhost:54321
SUPABASE_ANON_KEY=<from supabase start>
SUPABASE_SERVICE_ROLE_KEY=<from supabase start>
DATABASE_URL=postgresql+asyncpg://postgres:postgres@localhost:54322/postgresfrom pydantic_settings import BaseSettings
from functools import lru_cache
class Settings(BaseSettings):
# Supabase
supabase_url: str
supabase_anon_key: str
supabase_service_role_key: str
# Database
database_url: str
# App
debug: bool = False
class Config:
env_file = ".env"
env_file_encoding = "utf-8"
@lru_cache
def get_settings() -> Settings:
return Settings()from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession
from sqlalchemy.orm import sessionmaker
from src.core.config import get_settings
settings = get_settings()
engine = create_async_engine(
settings.database_url,
echo=settings.debug,
pool_pre_ping=True,
)
AsyncSessionLocal = sessionmaker(
engine,
class_=AsyncSession,
expire_on_commit=False,
)
async def get_db() -> AsyncSession:
async with AsyncSessionLocal() as session:
try:
yield session
finally:
await session.close()from datetime import datetime
from typing import Optional
from uuid import UUID, uuid4
from sqlmodel import SQLModel, Field
class ProfileBase(SQLModel):
email: str
name: Optional[str] = None
avatar_url: Optional[str] = None
class Profile(ProfileBase, table=True):
__tablename__ = "profiles"
id: UUID = Field(primary_key=True) # References auth.users
created_at: datetime = Field(default_factory=datetime.utcnow)
updated_at: datetime = Field(default_factory=datetime.utcnow)
class ProfileCreate(ProfileBase):
id: UUID
class ProfileRead(ProfileBase):
id: UUID
created_at: datetime
class PostBase(SQLModel):
title: str
content: Optional[str] = None
published: bool = False
class Post(PostBase, table=True):
__tablename__ = "posts"
id: UUID = Field(default_factory=uuid4, primary_key=True)
author_id: UUID = Field(foreign_key="profiles.id")
created_at: datetime = Field(default_factory=datetime.utcnow)
class PostCreate(PostBase):
pass
class PostRead(PostBase):
id: UUID
author_id: UUID
created_at: datetimefrom supabase import create_client, Client
from src.core.config import get_settings
settings = get_settings()
def get_supabase_client() -> Client:
"""Get Supabase client with anon key (respects RLS)."""
return create_client(
settings.supabase_url,
settings.supabase_anon_key
)
def get_supabase_admin() -> Client:
"""Get Supabase client with service role (bypasses RLS)."""
return create_client(
settings.supabase_url,
settings.supabase_service_role_key
)from typing import Annotated
from fastapi import Depends, HTTPException, status
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
from sqlalchemy.ext.asyncio import AsyncSession
from supabase import Client
from src.db.session import get_db
from src.services.supabase import get_supabase_client
security = HTTPBearer()
async def get_current_user(
credentials: Annotated[HTTPAuthorizationCredentials, Depends(security)],
) -> dict:
"""Validate JWT and return user."""
supabase = get_supabase_client()
try:
# Verify token with Supabase
user = supabase.auth.get_user(credentials.credentials)
if not user or not user.user:
raise HTTPException(
status_code=status.HTTP_401_UNAUTHORIZED,
detail="Invalid token",
)
return user.user
except Exception as e:
raise HTTPException(
status_code=status.HTTP_401_UNAUTHORIZED,
detail="Invalid token",
)
# Type alias for dependency injection
CurrentUser = Annotated[dict, Depends(get_current_user)]
DbSession = Annotated[AsyncSession, Depends(get_db)]from fastapi import APIRouter, HTTPException, status
from pydantic import BaseModel, EmailStr
from src.services.supabase import get_supabase_client
router = APIRouter(prefix="/auth", tags=["auth"])
class SignUpRequest(BaseModel):
email: EmailStr
password: str
class SignInRequest(BaseModel):
email: EmailStr
password: str
class AuthResponse(BaseModel):
access_token: str
refresh_token: str
user_id: str
@router.post("/signup", response_model=AuthResponse)
async def sign_up(request: SignUpRequest):
supabase = get_supabase_client()
try:
response = supabase.auth.sign_up({
"email": request.email,
"password": request.password,
})
if response.user is None:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail="Signup failed",
)
return AuthResponse(
access_token=response.session.access_token,
refresh_token=response.session.refresh_token,
user_id=str(response.user.id),
)
except Exception as e:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail=str(e),
)
@router.post("/signin", response_model=AuthResponse)
async def sign_in(request: SignInRequest):
supabase = get_supabase_client()
try:
response = supabase.auth.sign_in_with_password({
"email": request.email,
"password": request.password,
})
return AuthResponse(
access_token=response.session.access_token,
refresh_token=response.session.refresh_token,
user_id=str(response.user.id),
)
except Exception as e:
raise HTTPException(
status_code=status.HTTP_401_UNAUTHORIZED,
detail="Invalid credentials",
)
@router.post("/signout")
async def sign_out():
supabase = get_supabase_client()
supabase.auth.sign_out()
return {"message": "Signed out"}from uuid import UUID
from fastapi import APIRouter, HTTPException, status
from sqlmodel import select
from src.api.deps import CurrentUser, DbSession
from src.db.models import Post, PostCreate, PostRead
router = APIRouter(prefix="/posts", tags=["posts"])
@router.get("/", response_model=list[PostRead])
async def list_posts(
db: DbSession,
published_only: bool = True,
):
query = select(Post)
if published_only:
query = query.where(Post.published == True)
query = query.order_by(Post.created_at.desc())
result = await db.execute(query)
return result.scalars().all()
@router.get("/me", response_model=list[PostRead])
async def list_my_posts(
db: DbSession,
user: CurrentUser,
):
query = select(Post).where(Post.author_id == UUID(user.id))
result = await db.execute(query)
return result.scalars().all()
@router.post("/", response_model=PostRead, status_code=status.HTTP_201_CREATED)
async def create_post(
db: DbSession,
user: CurrentUser,
post_in: PostCreate,
):
post = Post(
**post_in.model_dump(),
author_id=UUID(user.id),
)
db.add(post)
await db.commit()
await db.refresh(post)
return post
@router.get("/{post_id}", response_model=PostRead)
async def get_post(
db: DbSession,
post_id: UUID,
):
result = await db.execute(select(Post).where(Post.id == post_id))
post = result.scalar_one_or_none()
if not post:
raise HTTPException(
status_code=status.HTTP_404_NOT_FOUND,
detail="Post not found",
)
return post
@router.delete("/{post_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_post(
db: DbSession,
user: CurrentUser,
post_id: UUID,
):
result = await db.execute(
select(Post).where(Post.id == post_id, Post.author_id == UUID(user.id))
)
post = result.scalar_one_or_none()
if not post:
raise HTTPException(
status_code=status.HTTP_404_NOT_FOUND,
detail="Post not found",
)
await db.delete(post)
await db.commit()from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from src.api.routes import auth, posts
app = FastAPI(title="My API")
# CORS
app.add_middleware(
CORSMiddleware,
allow_origins=["*"], # Configure for production
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Routes
app.include_router(auth.router, prefix="/api")
app.include_router(posts.router, prefix="/api")
@app.get("/health")
async def health_check():
return {"status": "healthy"}alembic init alembicfrom src.db.models import SQLModel
from src.core.config import get_settings
settings = get_settings()
# Use async engine
config.set_main_option("sqlalchemy.url", settings.database_url)
target_metadata = SQLModel.metadata
def run_migrations_online():
# For async
import asyncio
from sqlalchemy.ext.asyncio import create_async_engine
connectable = create_async_engine(settings.database_url)
async def do_run_migrations():
async with connectable.connect() as connection:
await connection.run_sync(do_run_migrations_sync)
def do_run_migrations_sync(connection):
context.configure(
connection=connection,
target_metadata=target_metadata,
)
with context.begin_transaction():
context.run_migrations()
asyncio.run(do_run_migrations())# Create migration
alembic revision --autogenerate -m "create posts table"
# Apply migrations
alembic upgrade head
# Rollback
alembic downgrade -1from fastapi import UploadFile
from src.services.supabase import get_supabase_client
async def upload_avatar(user_id: str, file: UploadFile) -> str:
supabase = get_supabase_client()
file_content = await file.read()
file_path = f"{user_id}/avatar.{file.filename.split('.')[-1]}"
response = supabase.storage.from_("avatars").upload(
file_path,
file_content,
{"content-type": file.content_type, "upsert": "true"},
)
# Get public URL
url = supabase.storage.from_("avatars").get_public_url(file_path)
return urldef get_avatar_url(user_id: str) -> str:
supabase = get_supabase_client()
return supabase.storage.from_("avatars").get_public_url(f"{user_id}/avatar.png")import asyncio
from supabase import create_client
async def listen_to_posts():
supabase = create_client(
settings.supabase_url,
settings.supabase_anon_key
)
def handle_change(payload):
print(f"Change received: {payload}")
channel = supabase.channel("posts")
channel.on_postgres_changes(
event="*",
schema="public",
table="posts",
callback=handle_change,
).subscribe()
# Keep listening
while True:
await asyncio.sleep(1)import pytest
from httpx import AsyncClient, ASGITransport
from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession
from sqlalchemy.orm import sessionmaker
from src.main import app
from src.db.session import get_db
from src.db.models import SQLModel
TEST_DATABASE_URL = "postgresql+asyncpg://postgres:postgres@localhost:54322/postgres_test"
engine = create_async_engine(TEST_DATABASE_URL)
TestingSessionLocal = sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
@pytest.fixture(scope="function")
async def db_session():
async with engine.begin() as conn:
await conn.run_sync(SQLModel.metadata.create_all)
async with TestingSessionLocal() as session:
yield session
async with engine.begin() as conn:
await conn.run_sync(SQLModel.metadata.drop_all)
@pytest.fixture
async def client(db_session):
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
app.dependency_overrides.clear()import pytest
from httpx import AsyncClient
@pytest.mark.asyncio
async def test_list_posts(client: AsyncClient):
response = await client.get("/api/posts/")
assert response.status_code == 200
assert isinstance(response.json(), list)# Development
uvicorn src.main:app --reload --port 8000
# Production
uvicorn src.main:app --host 0.0.0.0 --port 8000 --workers 4© alinaqi, 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/supabase-python of alinaqi/maggy.
Open the folder on GitHubat commit 72a456e
Supabase Python 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 |
|---|---|---|---|---|---|---|
| Supabase Python this skillalinaqi/maggy | 707 | — | ~4k | Automated safety check: Notes | MIT | |
| Fastcrudbenavlabs/fastcrud | 1.6k | — | ~5k | Automated safety check: Pass | MIT | |
| Mastering Python SkillSpillwaveSolutions/agent-brain | 120 | — | ~1.4k | Automated safety check: Notes | MIT | |
| Python Backendyonatangross/orchestkit | 288 | — | ~2.8k | Automated safety check: Notes | MIT | |
| Backend Fastapi Pythonavibebuilder/claude-prime | 120 | — | ~997 | Automated safety check: Pass | MIT | |
| Python Best Practicesc0x12c/ai-toolkit | 106 | — | ~676 | Automated safety check: Pass | None |
benavlabs/fastcrud
A skill your agent uses when building or modifying CRUD endpoints with FastCRUD (the fastcrud PyPI package) in a FastAPI project — covers FastCRUD, crudrouter, EndpointCreator, FilterConfig…
SpillwaveSolutions/agent-brain
Modern Python coaching covering language foundations through advanced production patterns.
yonatangross/orchestkit
Production Python async patterns including asyncio TaskGroup, FastAPI dependency injection and middleware, SQLAlchemy 2.0 async sessions, and database connection pool tuning.
avibebuilder/claude-prime
A skill your agent uses for any Python backend work in this project: building FastAPI endpoints, writing service functions, defining Pydantic/SQLModel schemas, running Alembic migrations, or…
c0x12c/ai-toolkit
Python/FastAPI coding standards including async patterns, Pydantic v2, SQLAlchemy 2.0, and project structure.
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.
alinaqi/maggy
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
alinaqi/maggy
Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
alinaqi/maggy
AI-first application patterns, LLM testing, prompt management
alinaqi/maggy
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
alinaqi/maggy
Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
alinaqi/maggy
Android Java development with MVVM, ViewBinding, and Espresso testing
Works with
Categories
FastAPI with Supabase and SQLAlchemy/SQLModel. An agent skill from alinaqi/maggy. Supabase Python is an agent skill from alinaqi/maggy.
Supabase Python fits situations like: tasks that involve ORMs and data access; tasks that involve Backend development.
Run `npx skills add alinaqi/maggy --skill supabase-python -a claude-code`. Or copy the skill folder (skills/supabase-python in alinaqi/maggy) into .claude/skills/supabase-python in your project. Claude Code loads it when a task matches its description.
Run `npx skills add alinaqi/maggy --skill supabase-python -a codex`. Or copy the skill folder (skills/supabase-python in alinaqi/maggy) into .agents/skills/supabase-python 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 alinaqi/maggy --skill supabase-python -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/supabase-python, .gemini/skills/supabase-python, .github/skills/supabase-python and .opencode/skills/supabase-python in your project.
Going by SKILL.md and its folder, Supabase Python needs the command-line tools its instructions call (supabase, uvicorn and pip) and credentials named SUPABASE_ANON_KEY and SUPABASE_SERVICE_ROLE_KEY. Our summary lists: Python 3; A credential in SUPABASE_ANON_KEY; A credential in SUPABASE_SERVICE_ROLE_KEY.
SKILL.md names 2 domains. As links in the text: supabase.com and sqlmodel.tiangolo.com. 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.
Supabase Python is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4k 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 Supabase Python: Fastcrud (benavlabs/fastcrud, 1.6k stars), Mastering Python Skill (SpillwaveSolutions/agent-brain, 120 stars), Python Backend (yonatangross/orchestkit, 288 stars) and Backend Fastapi Python (avibebuilder/claude-prime, 120 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
alinaqi (a GitHub user) maintains it in alinaqi/maggy, which has 707 GitHub stars. The repository holds 71 skills in this directory. The repository was last updated on September 24, 2026.
Source: alinaqi/maggy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.