mangowhoiscloud/geode · .agents/skills/agent-world-benchmark/SKILL.md

agent-world-benchmark skillA

agent-world-benchmark is agent-read markdown (skill) from mangowhoiscloud/geode: Align, run, audit, and publish GEODE benchmark comparisons against Agent-World arXiv 2604.18292v1 across MCP-Mark, BFCL V4, and tau2-bench. Use for Agent-World or AgentWorld comparison requests, cross-suite agent benchmark design, Tau2 comparator/profile diagnosis, paired thin-runtime-versus-GEODE experiments, mean-accuracy@8 replication, or benchmark comparability and artifact reviews..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mangowhoiscloud/geode/agent-world-benchmark@git:20260825.9516eab
Exact content
mdr add mangowhoiscloud/geode/agent-world-benchmark@sha256:d4f955150204161e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vbqcdcjh4tqjyb74.svg)](https://markdownregistry.com/a/art_vbqcdcjh4tqjyb74)

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Versions

versioncommittedcommitsizeaudit
git:20260825.9516eab latest2026-08-25 9516eab 10,310 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10310 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vbqcdcjh4tqjyb74
GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/agent-world-benchmark
GET https://markdownregistry.com/api/v1/blob/d4f955150204161ecc7880b94ba9efdddf3df853d74e06977c72dc77771c9d75

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.