challenge-inference-protocol

challenge-inference-protocol is a skill for Claude Code, Codex from AgibotTech/genie_sim. It costs 160 tokens per session (1,893 once invoked), scanned A, original, no licence file.

A technical reference for the Simulation Challenge's communication format. It describes how the simulator sends observations, such as images and state, and how the contestant's agent sends back actions over a WebSocket connection.

In plain words
What is it for?
Use it when implementing or checking an inference agent, especially when handling observations, actions, image data, or connection messages.
Why use it?
It prevents mismatched message structures between the simulator and the inference agent. It also documents the JSON-RPC wrapper and the data exchanged for each board.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/agibottech/genie_sim/challenge-inference-protocol
Any agent
npx skills add AgibotTech/genie_sim --skill challenge-inference-protocol
Clone the repo
git clone --depth 1 https://github.com/AgibotTech/genie_sim

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for challenge-inference-protocol

README.md
[![agentmods](https://agentmods.dev/badge/skills/agibottech/genie_sim/challenge-inference-protocol.svg)](https://agentmods.dev/skills/agibottech/genie_sim/challenge-inference-protocol)
Your own site
<a href="https://agentmods.dev/skills/agibottech/genie_sim/challenge-inference-protocol"><img src="https://agentmods.dev/badge/skills/agibottech/genie_sim/challenge-inference-protocol.svg" alt="Measured on agentmods" height="20"></a>
Per session 160 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,893 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00160 $0.01893
Opus 5 $0.00080 $0.00946
Sonnet 5 $0.00032 $0.00379
Haiku 4.5 $0.00016 $0.00189

Measured 4d ago against content hash 5f999e4e7006, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

challenge-inference-protocol 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 4d 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.

source/geniesim_benchmark/skills/robocoliseum/challenge-inference-protocol/SKILL.md · 149 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

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.

  1. 4d ago First seen · 149 lines · 160 tokens per session scan A 5f999e4e7006

Subscribe to this mod's changes

challenge-inference-protocol is a skill published in the GitHub repository AgibotTech/genie_sim (1,374 stars, last pushed 2d ago), with no licence file. It adds 160 tokens to every session and 1,893 once invoked, about $0.0008 per session on Opus 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 2026-08-30.

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