openai

openai is a skill for Claude Code, Codex from conectlens/lenserfight. It costs 21 tokens per session (109 once invoked), scanned A, original, MIT.

Templates for working with or comparing OpenAI models, including a tool for comparing AI output and a review battle between Claude and OpenAI.

In plain words
What is it for?
Comparing AI responses and examining Claude-versus-OpenAI pull-request reviews.
Why use it?
They provide prepared structures for evaluating model output and comparing coding reviews.

Skill for Claude CodeCodex

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

Good fit Comparing AI responses and examining Claude-versus-OpenAI pull-request reviews.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/conectlens/lenserfight/openai
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 conectlens/lenserfight --skill openai
Clone the repo
git clone --depth 1 https://github.com/conectlens/lenserfight

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 openai

README.md
[![agentmods](https://agentmods.dev/badge/skills/conectlens/lenserfight/openai.svg)](https://agentmods.dev/skills/conectlens/lenserfight/openai)
Your own site
<a href="https://agentmods.dev/skills/conectlens/lenserfight/openai"><img src="https://agentmods.dev/badge/skills/conectlens/lenserfight/openai.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 109 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 $0.00021 $0.00109
Opus 5 $0.00010 $0.00055
Sonnet 5 $0.00004 $0.00022
Haiku 4.5 $0.00002 $0.00011

Measured 4d ago against content hash 79cb66c75a16, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

openai 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.

.lenserfight/rays/openai/SKILL.md · 17 lines

What it actually says

#openai

Templates that target OpenAI models or that include OpenAI models in a head-to-head comparison.

Public lenses

Public battles

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 · 17 lines · 21 tokens per session scan A 79cb66c75a16

Subscribe to this mod's changes

openai is a skill published in the GitHub repository conectlens/lenserfight (18 stars, last pushed 28d ago), licensed MIT. It adds 21 tokens to every session and 109 once invoked, about $0.0001 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 2026-09-03.

Related

Other skills, from other repositories

ai-ml-development

AI and machine learning development with PyTorch, TensorFlow, and LLM integration. Use when building ML models, training pipelines, fine-tuning LLMs, or implementing AI features.

travisjneuman/.claude · 43 tokens

ai-policy-generator

AI governance policy creation for nonprofits and enterprises with frameworks, risk assessment, ethical guidelines, and compliance templates. Use when drafting AI usage policies, responsible AI frameworks, or organizational AI governance documents.

travisjneuman/.claude · 42 tokens

data-science

Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy. Use when building ML models, analyzing data, creating dashboards, or designing data architectures.

travisjneuman/.claude · 47 tokens

generic-react-code-reviewer

Review React/TypeScript code for bugs, security vulnerabilities, performance issues, accessibility gaps, and CLAUDE.md workflow compliance. Enforces TypeScript strict mode, GPU-accelerated animations, WCAG AA accessibility, bundle size limits, and surgical simplicity. Use when completing features, before commits, or…

travisjneuman/.claude · 71 tokens

data-engineering

ETL/ELT pipelines, data warehousing (BigQuery, Snowflake, Redshift), stream processing (Kafka, Spark Streaming), orchestration (Airflow, Dagster, Prefect), dbt transformations, and data lake architecture. Use when building data pipelines, designing warehouse schemas, or implementing real-time data processing.

travisjneuman/.claude · 70 tokens

generic-fullstack-code-reviewer

Review full-stack code for bugs, security vulnerabilities, performance issues, accessibility gaps, and CLAUDE.md compliance. Enforces TypeScript strict mode, input validation, GPU-accelerated animations, and design system consistency. Use when completing features, before commits, or reviewing pull requests.

travisjneuman/.claude · 64 tokens