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 instructions/aws-deadline/deadline-cloud/agents-mdgit clone --depth 1 https://github.com/aws-deadline/deadline-cloudWhat 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 | $0.01687 | $0.01687 |
| Opus 5 | $0.00843 | $0.00843 |
| Sonnet 5 | $0.00337 | $0.00337 |
| Haiku 4.5 | $0.00169 | $0.00169 |
Grade A, and why
deadline-cloud AGENTS.md scanned grade A with 1 finding 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 3d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
# previously we used urllib, now we use requests (history) How it starts
The opening of the file, as written. The whole thing — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md - AWS Deadline Cloud Client
This document provides guidance for AI agents working with this codebase.
Project Overview
AWS Deadline Cloud client is a Python library and CLI tool for interacting with AWS Deadline Cloud. It supports job submission, file transfer via job attachments, and provides both CLI and GUI interfaces.
Package name: deadline
Platforms: Linux, Windows, macOS
Repository Structure
src/deadline/
├── client/ # Main client library
│ ├── api/ # Boto3 wrappers and AWS API helpers
│ ├── cli/ # CLI entry points (deadline command)
│ ├── config/ # Configuration (~/.deadline/*)
│ ├── ui/ # Qt/PySide GUI components
│ ├── job_bundle/ # Job bundle handling and history
│ └── dataclasses/ # Data structures
├── mcp/ # MCP server (public)
├── _mcp/ # MCP server (internal)
└── common/ # Shared utilities
Key Commands
Always use hatch for running builds, tests, formatting, and linting.
If running just a few tests, always add --numprocesses=1 to the hatch run test
command so that it starts quicker.
# Development
hatch build # Build wheel/sdist
hatch run test # Run unit tests
hatch run test --numprocesses=1 -k "selected_test_name" # Run just a few tests
hatch run all:test # Test all Python versions
hatch run integ:test # Integration tests (requires AWS)
hatch run lint # Check formatting
hatch run fmt # Auto-format code
hatch shell # Enter dev environment
# CLI usage
deadline farm list
deadline bundle submit <path>
deadline job list
deadline job get
deadline job logs --job-id <id>
Code Conventions
Module Naming
- Private modules:
_module.py- internal implementation - Public modules:
module.py- part of public API - Symbols not starting with
_define the public contract
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.
- 3d ago First seen · 203 lines · 1,687 tokens per session scan A a79cc16ab42e
deadline-cloud AGENTS.md is an instructions file published in the GitHub repository aws-deadline/deadline-cloud (56 stars, last pushed 5d ago), licensed Apache-2.0. It adds 1,687 tokens to every session, about $0.0084 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
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Instructions for prajapatimehul/claude-aws-cost-saver, covering aws cost optimization system, quick start, list all checks, view specific check and see required aws cli commands.