fastapi-async-patterns

fastapi-async-patterns is a skill for Claude Code from ils15/pantheon-legacy. It costs 25 tokens per session (3,246 once invoked), scanned A, original, MIT.

A guide to building asynchronous FastAPI endpoints with dependency injection and service-layer patterns. FastAPI is a Python framework for creating web APIs, and asynchronous code handles waiting work without blocking other requests.

In plain words
What is it for?
Use it to create async endpoints, organize services and repositories, connect async SQLAlchemy databases, add filtering or pagination, validate input, and handle errors.
Why use it?
It provides consistent patterns for validation, data access, pagination, errors, and integrations in larger API projects.

Skill for Claude Code

Written for Claude Code: context: fork in frontmatter.

Good fit Use it to create async endpoints, organize services and repositories, connect async SQLAlchemy databases, add filtering or pagination, validate input, and handle errors.

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Install with agentmods
npx agentmods add skills/ils15/pantheon-legacy/fastapi-async-patterns
Install

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.

Any agent
npx skills add ils15/pantheon-legacy --skill fastapi-async-patterns
Clone the repo
git clone --depth 1 https://github.com/ils15/pantheon-legacy

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Your own site · 80×15
<a href="https://agentmods.dev/skills/ils15/pantheon-legacy/fastapi-async-patterns"><img src="https://agentmods.dev/badge/skills/ils15/pantheon-legacy/fastapi-async-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,246 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00025 $0.03246
Opus 5.5 $0.00010 $0.01298
Sonnet 5.5 $0.00005 $0.00649
Haiku 4.5 $0.00003 $0.00325

Measured 1mo ago against content hash 050dbf7b7f8a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fastapi-async-patterns 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 1mo ago.

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.

.clinerules/skills/fastapi-async-patterns/SKILL.md · 454 lines

How it starts

The opening of the file, as written. The whole thing — 454 lines — stays where its author put it; the contents beside it link to each section on GitHub.

FastAPI Async Patterns Skill

When to Use

Use this skill when:

  • Creating new FastAPI endpoints with async support
  • Building service layers with dependency injection
  • Implementing repository patterns for data access
  • Adding pagination, filtering, or search
  • Integrating with async databases (SQLAlchemy async)
  • Handling Gemini AI integration with fallbacks
  • Creating proper error handling and validation

Key Patterns

1. Service Layer Architecture

# services/product_service.py
from typing import Optional, List
from sqlalchemy.ext.asyncio import AsyncSession
from app.models import Product
from app.repositories import ProductRepository
from app.schemas import ProductCreate, ProductResponse

class ProductService:
    def __init__(self, db: AsyncSession):
        self.repository = ProductRepository(db)
    
    async def create_product(self, product_data: ProductCreate) -> ProductResponse:
        """Create product with validation and error handling"""
        existing = await self.repository.get_by_slug(product_data.slug)
        if existing:
            raise ValueError(f"Product slug '{product_data.slug}' already exists")
        
        product = await self.repository.create(product_data.dict())
        return ProductResponse.from_orm(product)
    
    async def list_products(
        self,
        skip: int = 0,
        limit: int = 10,
        category: Optional[str] = None
    ) -> List[ProductResponse]:
        """List products with pagination and filtering"""
        filters = {}
        if category:
            filters['category'] = category
        
        products = await self.repository.list(skip=skip, limit=limit, filters=filters)
        return [ProductResponse.from_orm(p) for p in products]
    
    async def search_products(self, query: str) -> List[ProductResponse]:
        """Full-text search with Gemini enrichment"""
        products = await self.repository.search(query)
        # Optional: Enhance with Gemini insights
        return [ProductResponse.from_orm(p) for p in products]

Read the full file on GitHub · 454 lines

Changes

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.

  1. 1mo ago First seen · 454 lines · 25 tokens per session scan A 050dbf7b7f8a

Subscribe to this mod's changes

fastapi-async-patterns is a skill published in the GitHub repository ils15/pantheon-legacy (12 stars, last pushed 1mo ago), licensed MIT. It adds 25 tokens to every session and 3,246 once invoked, about $0.0001 per session on Opus 5.5. 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.

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