Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/aps08/fullstack-clean-architecture/pythonnpx skills add aps08/fullstack-clean-architecture --skill pythongit clone --depth 1 https://github.com/aps08/fullstack-clean-architectureWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00021 | $0.01145 |
| Opus 5 | $0.00010 | $0.00573 |
| Sonnet 5 | $0.00004 | $0.00229 |
| Haiku 4.5 | $0.00002 | $0.00114 |
Grade A, and why
python scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Python & FastAPI Coding & Architecture Guidelines
Use this skill when extending the Python backend, writing routes, services, or repositories, or working with core server logic.
1. FastAPI & Dependency Injection
We use dependency-injector for wiring application components together.
-
Wiring: The container is defined in
server/app/core/container.pyand wired inserver/app/main.py. -
Dependency injection in Routes:
-
Decorate endpoints with
@inject(fromdependency_injector.wiring). -
Create clean dependency type aliases using
AnnotatedandDepends(Provide[Container.service_name]). -
Example:
TodoServiceDep = Annotated[TodoService, Depends(Provide[Container.todo_service])] @router.get("/todos/") @inject async def list_todos(service: TodoServiceDep): ...
-
-
No Direct Instantiation: Do not manually instantiate services or repositories; resolve them via the container.
2. FastAPI Route & Handler Best Practices
Use Annotated
Always prefer the Annotated style for parameter and dependency declarations.
from typing import Annotated
from fastapi import Path, Query
@router.get("/items/{item_id}")
async def read_item(
item_id: Annotated[UUID, Path(description="The item ID")],
q: Annotated[str | None, Query(max_length=50)] = None,
):
...
Return Types & response_model
- Specify explicit return type annotations (
-> Model) for FastAPI validation, filtering, and serialization (running Pydantic's Rust-based serialization). - If the returned object differs from the API response contract (e.g. returning a database model that needs filtering/serialization to a public schema), use
response_modelon the router decorator instead:
@router.get("/todos/{todo_id}", response_model=Todo)
async def get_todo(todo_id: UUID) -> Any:
...
No Ellipsis (...) for Required Fields
Do not use ... as a default value for required fields or query parameters.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 136 lines · 21 tokens per session scan A c5870f6fad3b
python is a skill published in the GitHub repository aps08/fullstack-clean-architecture (2 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 21 tokens to every session and 1,145 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
backend-conventions
Backend convention reference (.NET 10 / C# 13). Auto-injected into backend-aware agents - not user-invocable.
frontend-conventions
Frontend convention reference (SvelteKit / Svelte 5). Auto-injected into frontend-aware agents - not user-invocable.
add-test
Add tests following project test patterns.
polish-ui
Design-quality workflow that combines design taste, aesthetic direction, image-to-code, a Web Interface Guidelines audit, and real-browser verification. Use when building or polishing a UI surface, implementing a mockup/screenshot, or when asked to make a page "look great".
review-dependabot
Reviews a Dependabot PR and evaluates whether the dependency update is safe to merge. Use when a Dependabot PR is opened, when evaluating dependency updates, or when asked to check if a version bump is safe.
add-background-job
Add a Hangfire background job (recurring or one-time).