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/sandeep-alluru/humanproof/agents-mdgit clone --depth 1 https://github.com/sandeep-alluru/humanproofWrote 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/sandeep-alluru/humanproof/agents-md)<a href="https://agentmods.dev/instructions/sandeep-alluru/humanproof/agents-md"><img src="https://agentmods.dev/badge/instructions/sandeep-alluru/humanproof/agents-md.svg" alt="Measured on agentmods" 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 | $0.00136 | $0.00136 |
| Opus 5 | $0.00068 | $0.00068 |
| Sonnet 5 | $0.00027 | $0.00027 |
| Haiku 4.5 | $0.00014 | $0.00014 |
Grade A, and why
humanproof 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 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.
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.
This is a copy
81% identical to groundcrew AGENTS.md — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
humanproof — Agent Context
This file describes the project architecture for AI coding assistants (Claude Code, Cursor, Copilot).
What this project does
Motor-noise fingerprinting for AI detection in competitive games
Module map
src/humanproof/
├── # TODO: fill in module map
Key invariants
-
TODO: document invariants that must not be broken
Testing
make test # full test suite
make lint # ruff check + format
make typecheck # mypy
What NOT to change without careful thought
-
TODO: list protected areas
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 · 31 lines · 136 tokens per session scan A 7220ea6b1db3
humanproof AGENTS.md is an instructions file published in the GitHub repository sandeep-alluru/humanproof (0 stars, last pushed 16d ago), licensed MIT. It adds 136 tokens to every session, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. It is 81% identical to groundcrew AGENTS.md, differing in 6 lines, and is treated as a copy.
Other instructions, from other repositories
fortress AGENTS.md
AGENTS.md instructions for tiliondev/fortress, covering fortress — agent setup guide, ... drive it (section 2) .., 3. persona (optional) — override any fingerprint surface, rules an agent must follow and verify authenticity.
bot-signal AGENTS.md
AGENTS.md instructions for okasi/bot-signal, covering agents.md, project overview, repository layout, commands and conventions.
arcjet-js AGENTS.md
Instructions for arcjet/arcjet-js, covering agent guidance, examples live in arcjet/examples and integration work: review before a pr.
camofox-browser copilot-instructions.md
Instructions for redf0x1/camofox-browser, covering camofox browser — github copilot instructions, what camofox is, core workflow (snapshot-first), most-used cli commands and lifecycle / navigation.
camofox-browser GEMINI.md
Instructions for redf0x1/camofox-browser, covering gemini.md — camofox quick rules, key rules and context.
LenovoLegionLinux AGENTS.md
AGENTS.md instructions for johnfanv2/LenovoLegionLinux, covering agents.md, what this project is, repository layout, build, test, lint — per component and kernel module (kernelmodule/).