benchmark

benchmark is a skill for Claude Code, Codex from lemoncrow-lab/lemoncrow. It costs 5 tokens per session (3,886 once invoked), scanned B, original, no licence file.

A benchmarking skill for comparing work with and without LemonCrow using past session history or a live A/B run.

In plain words
What is it for?
Use it for offline comparisons from session history or online tests against the current coding-agent host; online tests use real API spend.
Why use it?
It helps measure the difference LemonCrow makes on a repository and its prompts.

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/lemoncrow-lab/lemoncrow/benchmark
Any agent
npx skills add lemoncrow-lab/lemoncrow --skill benchmark
Clone the repo
git clone --depth 1 https://github.com/lemoncrow-lab/lemoncrow

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 benchmark

README.md
[![agentmods](https://agentmods.dev/badge/skills/lemoncrow-lab/lemoncrow/benchmark.svg)](https://agentmods.dev/skills/lemoncrow-lab/lemoncrow/benchmark)
Your own site
<a href="https://agentmods.dev/skills/lemoncrow-lab/lemoncrow/benchmark"><img src="https://agentmods.dev/badge/skills/lemoncrow-lab/lemoncrow/benchmark.svg" alt="Measured on agentmods" height="20"></a>
Per session 5 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,886 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00005 $0.03886
Opus 5 $0.00003 $0.01943
Sonnet 5 $0.00001 $0.00777
Haiku 4.5 $0.00001 $0.00389

Measured 4d ago against content hash eec0298a061d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

benchmark scanned grade B with 1 finding 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

Codex, the model pinned in `~/.codex/config.toml`, else Codex's default, priced from the id its
integrations/antigravity/skills/benchmark/SKILL.md · 331 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 · 331 lines · 5 tokens per session scan B eec0298a061d

Subscribe to this mod's changes

benchmark is a skill published in the GitHub repository lemoncrow-lab/lemoncrow (60 stars, last pushed yesterday), with no licence file. It adds 5 tokens to every session and 3,886 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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