Borrowing it
Nothing to install: this file belongs to Awesome-Embedded-Learning-Studio/CFDesktop. 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/Awesome-Embedded-Learning-Studio/CFDesktop/main/AGENTS.mdgit clone --depth 1 https://github.com/Awesome-Embedded-Learning-Studio/CFDesktopWrote 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/awesome-embedded-learning-studio/cfdesktop/agents-md)<a href="https://agentmods.dev/instructions/awesome-embedded-learning-studio/cfdesktop/agents-md"><img src="https://agentmods.dev/badge/instructions/awesome-embedded-learning-studio/cfdesktop/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/awesome-embedded-learning-studio/cfdesktop/agents-md"><img src="https://agentmods.dev/badge/instructions/awesome-embedded-learning-studio/cfdesktop/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 | $0.00348 | $0.00348 |
| Opus 5.5 | $0.00139 | $0.00139 |
| Sonnet 5.5 | $0.00070 | $0.00070 |
| Haiku 4.5 | $0.00035 | $0.00035 |
Grade A, and why
CFDesktop AGENTS.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 2mo 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.
What it actually says
AGENTS.md — Codex CLI Entry Point
Full project conventions live in AGENT.md — the single source of truth shared with Claude Code. This file adds only Codex-specific notes; it does not duplicate conventions.
At a glance
- Stack: C++23 / CMake 3.16+ / Qt 6.8 / Material Design 3 (Windows, Linux/WSL, embedded ARM)
- Configure:
bash scripts/build_helpers/linux_configure.sh - Fast build:
bash scripts/build_helpers/linux_fast_develop_build.sh - Full build + tests:
bash scripts/build_helpers/linux_develop_build.sh - Run tests:
bash scripts/build_helpers/linux_run_tests.sh - Current progress / next steps:
document/status/current.md
Read first
Before working in this repo, read AGENT.md for:
- the three-layer strict dependency rules (
base→ui→desktop) and how to verify them withgrep, - the module map, code style, and phase system,
- the Doxygen conventions and the 5-step fix workflow,
- testing conventions.
Codex-specific
- Codex has no
.claude/commands/equivalent. Use the "Slash Commands" table in AGENT.md as a checklist of review / optimize / docs workflows to invoke manually when relevant. - Respect the same dependency and Doxygen constraints documented in AGENT.md — they apply identically here.
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.
- 2mo ago First seen · 29 lines · 348 tokens per session scan A 674be003787e
CFDesktop AGENTS.md is an instructions file published in the GitHub repository Awesome-Embedded-Learning-Studio/CFDesktop (11 stars, last pushed 1mo ago), licensed MIT. It adds 348 tokens to every session, about $0.0014 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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