Borrowing it
Nothing to install: this file belongs to dkyazzentwatwa/project-starbeam. 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/dkyazzentwatwa/project-starbeam/main/AGENTS.mdgit clone --depth 1 https://github.com/dkyazzentwatwa/project-starbeamWrote 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/dkyazzentwatwa/project-starbeam/agents-md)<a href="https://agentmods.dev/instructions/dkyazzentwatwa/project-starbeam/agents-md"><img src="https://agentmods.dev/badge/instructions/dkyazzentwatwa/project-starbeam/agents-md/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/dkyazzentwatwa/project-starbeam/agents-md"><img src="https://agentmods.dev/badge/instructions/dkyazzentwatwa/project-starbeam/agents-md.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 | $0.03979 | $0.03979 |
| Opus 5 | $0.01989 | $0.01989 |
| Sonnet 5 | $0.00796 | $0.00796 |
| Haiku 4.5 | $0.00398 | $0.00398 |
Grade C, and why
project-starbeam AGENTS.md scanned grade C with 2 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 9d 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
# Linux: curl -fsSL https://raw.githubusercontent.com/arduino/arduino-cli/master/install.sh | sh Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
# Linux: curl -fsSL https://raw.githubusercontent.com/arduino/arduino-cli/master/install.sh | sh Copies of this mod
1 near-identical copy found in the catalogue:
- project-starbeam CLAUDE.md — 98% identical, 4 lines differ
How it starts
The opening of the file, as written. The whole thing — 390 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file provides guidance to Codex (Codex.ai/code) when working with code in this repository.
Quick Reference Commands
# Compile and upload V2 firmware (ALWAYS use huge_app partition!)
arduino-cli compile --upload --fqbn esp32:esp32:esp32:PartitionScheme=huge_app -p /dev/cu.SLAB_USBtoUART starbeam_v2/
# Test compilation without hardware
./test_build.sh
# Monitor serial output
screen /dev/cu.SLAB_USBtoUART 115200
# Port names: macOS=/dev/cu.*, Linux=/dev/ttyUSB0, Windows=COM3
Project Overview
Project Starbeam V2 is a multi-band RF signal intelligence platform built around the ESP32-WROOM-32D microcontroller with multiple RF modules (NRF24L01 and CC1101) for signal analysis, generation, and manipulation across 2.4 GHz and 433 MHz bands. It includes optional HackRF One integration for extended frequency coverage up to 6 GHz.
CRITICAL LEGAL NOTICE: This is a security research and educational platform. RF transmission, jamming operations, and WiFi security testing features are strictly regulated. Only operate on permitted frequencies with proper authorization. This tool is intended for authorized security testing, educational contexts, and research environments.
Important: Repository Structure
This repository contains two firmware versions:
- starbeam_v1/ - Original monolithic firmware (~1000+ line single .ino file)
- starbeam_v2/ - Modular refactored firmware (current development focus)
Unless explicitly working on V1, all development should target starbeam_v2/.
Development Environment Setup
Arduino IDE Configuration
-
Install Arduino IDE 2.x from https://www.arduino.cc/en/software/
-
Add ESP32 Board Support:
- File → Preferences → Additional Board Manager URLs
- Add:
https://dl.espressif.com/dl/package_esp32_index.json - Tools → Board → Boards Manager → Install "esp32" by Espressif Systems
-
Required Libraries (Install via Arduino Library Manager):
Adafruit GFX LibraryAdafruit SSD1306U8g2_for_Adafruit_GFXRF24by TMRh20ELECHOUSE_CC1101_SRC_DRVby LSatanESP32 BLE Arduino(included with ESP32 board support)
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.
- 9d ago First seen · 390 lines · 3,979 tokens per session scan C 09875498e24d
project-starbeam AGENTS.md is an instructions file published in the GitHub repository dkyazzentwatwa/project-starbeam (313 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 3,979 tokens to every session, about $0.0199 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, 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
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.