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/python.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/python)<a href="https://agentmods.dev/instructions/saajunaid/caddis-plugin/python"><img src="https://agentmods.dev/badge/instructions/saajunaid/caddis-plugin/python/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/python"><img src="https://agentmods.dev/badge/instructions/saajunaid/caddis-plugin/python.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 | $0.03161 | $0.03161 |
| Opus 5.5 | $0.01264 | $0.01264 |
| Sonnet 5.5 | $0.00632 | $0.00632 |
| Haiku 4.5 | $0.00316 | $0.00316 |
Grade A, and why
caddis-plugin python.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 — 503 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Python Coding Standards
CRITICAL: Path Handling (Portability)
NEVER use absolute paths. All code must be portable and work when copied to any location.
from pathlib import Path
# ✅ CORRECT: Relative to script location
PROJECT_ROOT = Path(__file__).parent.parent # adjust .parent count based on file depth
DATA_DIR = PROJECT_ROOT / "data"
CONFIG_PATH = PROJECT_ROOT / "config.json"
# ❌ WRONG: Absolute paths break portability
DATA_DIR = Path("E:\\Projects\\MyApp\\data") # NEVER DO THIS
CONFIG_PATH = "/home/user/app/config.json" # NEVER DO THIS
Standard path resolution pattern:
from pathlib import Path
# Get paths relative to current file
CURRENT_DIR = Path(__file__).parent
PROJECT_ROOT = CURRENT_DIR.parent.parent # from src/services/file.py → project root
# Common directories
DATA_DIR = PROJECT_ROOT / "data"
LOGS_DIR = PROJECT_ROOT / "logs"
STATIC_DIR = PROJECT_ROOT / "static"
# Ensure directories exist
DATA_DIR.mkdir(exist_ok=True)
LOGS_DIR.mkdir(exist_ok=True)
See portability.instructions.md for complete guidelines.
Code Style
PEP 8 Compliance
- Follow PEP 8 style guide
- Line length: 100 characters maximum
- Use 4 spaces for indentation (no tabs)
- Two blank lines between top-level definitions
- One blank line between method definitions
Imports
Organize imports in three groups, alphabetically within each:
# 1. Standard library
import os
import sys
from datetime import datetime, timedelta
from pathlib import Path
from typing import Any, Dict, List, Optional
# 2. Third-party packages
import pandas as pd
import streamlit as st
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel, Field
from loguru import logger
# 3. Local imports
from <SHARED_LIBS>.theme import apply_theme # from project-config.md
from <SHARED_LIBS>.adapters import DatabaseAdapter # from project-config.md
from config import settings
Type Hints
Use type hints on all functions:
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 · 503 lines · 3,161 tokens per session scan A e374994aa218
caddis-plugin python.instructions.md is an instructions file published in the GitHub repository saajunaid/caddis-plugin (0 stars, last pushed today), licensed MIT. It adds 3,161 tokens to every session, about $0.0126 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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