Borrowing it
Nothing to install: this file belongs to saajunaid/caddis-plugin. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/saajunaid/caddis-plugin/main/.github/instructions/fastapi.instructions.mdgit clone --depth 1 https://github.com/saajunaid/caddis-pluginWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/saajunaid/caddis-plugin/fastapi)<a href="https://agentmods.dev/instructions/saajunaid/caddis-plugin/fastapi"><img src="https://agentmods.dev/badge/instructions/saajunaid/caddis-plugin/fastapi/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/saajunaid/caddis-plugin/fastapi"><img src="https://agentmods.dev/badge/instructions/saajunaid/caddis-plugin/fastapi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.04180 | $0.04180 |
| Opus 5.5 | $0.01672 | $0.01672 |
| Sonnet 5.5 | $0.00836 | $0.00836 |
| Haiku 4.5 | $0.00418 | $0.00418 |
Grade A, and why
caddis-plugin fastapi.instructions.md 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.
How it starts
The opening of the file, as written. The whole thing — 559 lines — stays where its author put it; the contents beside it link to each section on GitHub.
FastAPI Development Guidelines
Standards for building FastAPI backends with proper structure, validation, and security.
Project Structure
backend/
├── app/
│ ├── __init__.py
│ ├── main.py # FastAPI application entry
│ ├── config.py # Settings and configuration
│ ├── dependencies.py # Shared dependencies
│ ├── routers/
│ │ ├── __init__.py
│ │ ├── complaints.py
│ │ └── analytics.py
│ ├── models/
│ │ ├── __init__.py
│ │ ├── complaint.py # Pydantic models
│ │ └── user.py
│ ├── services/
│ │ ├── __init__.py
│ │ └── complaint_service.py
│ └── repositories/
│ ├── __init__.py
│ └── complaint_repo.py
├── tests/
├── .env
└── requirements.txt
Application Setup
Main Application
# app/main.py
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from contextlib import asynccontextmanager
from loguru import logger
from app.config import settings
from app.routers import complaints, analytics
@asynccontextmanager
async def lifespan(app: FastAPI):
"""Manage application lifecycle."""
logger.info("Starting API...")
# Startup: Initialize connections, load models
yield
# Shutdown: Clean up resources
logger.info("Shutting down API...")
app = FastAPI(
title="<APP_TITLE> API", # from project-config.md
description="<APP_DESCRIPTION>", # from project-config.md
version="1.0.0",
lifespan=lifespan
)
# CORS configuration
app.add_middleware(
CORSMiddleware,
allow_origins=settings.allowed_origins,
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Include routers
app.include_router(complaints.router, prefix="/api/v1/complaints", tags=["complaints"])
app.include_router(analytics.router, prefix="/api/v1/analytics", tags=["analytics"])
@app.get("/health")
async def health_check():
"""Health check endpoint for monitoring."""
return {"status": "healthy", "version": "1.0.0"}
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.
- 1mo ago First seen · 559 lines · 4,180 tokens per session scan A 83a443a320a9
caddis-plugin fastapi.instructions.md is an instructions file published in the GitHub repository saajunaid/caddis-plugin (0 stars, last pushed today), licensed MIT. It adds 4,180 tokens to every session, about $0.0167 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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