bench

bench is a skill for Claude Code, Codex from geml-spec/geml. It costs 0 tokens per session (1,083 once invoked), scanned A, original, MIT.

A skill describing GEML, a plain-text format where each structured item is stored as a typed block.

In plain words
What is it for?
Use it when working with GEML documents made from typed blocks.
Why use it?
It gives the agent a simple way to represent structured information in ordinary text.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when working with GEML documents made from typed blocks.

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Install with agentmods
npx agentmods add skills/geml-spec/geml/bench
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.

Any agent
npx skills add geml-spec/geml --skill bench
Clone the repo
git clone --depth 1 https://github.com/geml-spec/geml

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 bench

README.md
[![agentmods](https://agentmods.dev/badge/skills/geml-spec/geml/bench/github.svg)](https://agentmods.dev/skills/geml-spec/geml/bench)
Your own site
<a href="https://agentmods.dev/skills/geml-spec/geml/bench"><img src="https://agentmods.dev/badge/skills/geml-spec/geml/bench/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.

agentmods 80×15 button for bench

Your own site · 80×15
<a href="https://agentmods.dev/skills/geml-spec/geml/bench"><img src="https://agentmods.dev/badge/skills/geml-spec/geml/bench.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,083 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 5.1 $0.00000 $0.01083
Opus 5.5 $0.00000 $0.00433
Sonnet 5.5 $0.00000 $0.00217
Haiku 4.5 $0.00000 $0.00108

Measured 1mo ago against content hash 6ff9621988db, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bench 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 1mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (fixtures.mjs, score.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

geml-parser/bench/SKILL.md · 114 lines

How it starts

The opening of the file, as written. The whole thing — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Writing GEML — one-page cheatsheet

GEML is plain text. Every structured thing is one typed block:

=== <type> {#id .class key=val}
<body>
===

The opening fence is ≥ 3 =. The closing fence must be the same length. To nest a block inside a block, make the outer fence longer:

==== note
Example code:
=== code {lang=python}
print("hi")
===
====

Easier — close by name. Give a block an #id and close it with === #id. That closes by name, not by length, so you can nest with all === fences and never miscount:

=== note {#ex}
Example code:
=== code {#snippet lang=python}
print("hi")
=== #snippet
=== #ex

Body modes: code / diagram / math / table / embed are raw; note are parsed prose; meta is one key=val per line.

Metadata

=== meta
title = "My doc"
version = 0.1
===

In prose, {{title}} inserts a meta value (an unknown key is a build error).

Headings & lists (ATX only)

# Title          ## Section {#explicit-id}
- bullet         1. ordered
  - nested by indentation (2 spaces)
- [ ] task       - [x] done

Inline

*em* **strong** `code` ~~strike~~ $a^2$ (inline math) [text](https://x) [text](#id) [[#id]] (auto text) [^note] ![alt](pic.png) A reference to a missing id is a build error. Define a footnote with a note block (e.g. === note {#note}), then cite it inline with [^note].

Tables

=== table {#fy caption="Sales" format=csv header=1}
Seg, Q1, Q2, Q3, Q4
Cloud, 1, 2, 3, 4
===

=== view {#fy-report src=#fy compute="FY [%.1f] = Q1 + Q2 + Q3 + Q4" summary="Seg = 'Total'; Q1 = sum(Q1); FY = sum(FY)"}
===
  • A table holds FACTS. compute/summary — and where/order/limit/ select/by/aggregate — belong to a view whose src= names the table.
  • The attribute object {…} is one physical line (don't wrap it).
  • compute: Name = expr over + - * / ( ), columns by header name (quote names with spaces: 'Unit Price') or letter A,B,…; ;-separate multiple formulas; [%.1f] sets number display.
  • summary: one foot row; each cell is a literal ('Total') or an aggregate expression over sum/avg/min/max/count. A bare (non-aggregated) column is an error.
  • Visual form also works: | a | b | rows with a |---| separator.

Read the full file on GitHub · 114 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago Changed · +2 lines 6ff9621988db
  2. 1mo ago Changed · +5 lines dd4883f6835d
  3. 1mo ago First seen · 107 lines · 0 tokens per session scan A 3eb4acb10ed3

Subscribe to this mod's changes

bench is a skill published in the GitHub repository geml-spec/geml (29 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,083 tokens. 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.