obai: Skill for Claude Code

.claude/skills/obai-model-benchmark/SKILL.md

obai-model-benchmark is a skill for Claude Code from sixteen-dev/obai. It costs 103 tokens per session (3,031 once invoked), scanned A, original, no licence file.

A tool for comparing combinations of models and reasoning settings in the OBaI hub orchestrator, a system that coordinates AI model work. It runs the OBaI end-to-end regression check for each requested combination and ranks the results by reviewed quality, cost, and response time.

In plain words
What is it for?
Benchmarking hub models, comparing reasoning efforts, and selecting a model configuration based on quality, dollar cost, and latency.
Why use it?
It replaces guesswork when choosing among hub models or reasoning settings. The comparison shows the trade-offs between output quality, spending, and speed.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is sixteen-dev/obai's own configuration. It tells Claude Code how to work on obai itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything obai configures →

Reuse

Borrowing it

Nothing to install: this file belongs to sixteen-dev/obai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/sixteen-dev/obai/main/.claude/skills/obai-model-benchmark/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/sixteen-dev/obai

Made for: Claude Code.

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 obai-model-benchmark

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sixteen-dev/obai/obai-model-benchmark"><img src="https://agentmods.dev/badge/skills/sixteen-dev/obai/obai-model-benchmark.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,031 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 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 5.1 $0.00103 $0.03031
Opus 5 $0.00051 $0.01515
Sonnet 5 $0.00021 $0.00606
Haiku 4.5 $0.00010 $0.00303

Measured 10d ago against content hash 69ea283b16d7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

obai-model-benchmark 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 10d ago.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/benchmark_report.py, scripts/benchmark_suite.py, tests/__init__.py, …), 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.

.claude/skills/obai-model-benchmark/SKILL.md · 140 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

7 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. 10d ago First seen · 140 lines · 103 tokens per session scan A 69ea283b16d7

Subscribe to this mod's changes

obai-model-benchmark is a skill published in the GitHub repository sixteen-dev/obai (11 stars, last pushed yesterday), with no licence file. It adds 103 tokens to every session and 3,031 once invoked, about $0.0005 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.