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Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/johnalbertini14-glitch/openclaw-skills --skill model-audit命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
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| name | model-audit |
| description | Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. |
| homepage | https://www.agxntsix.ai |
| license | MIT |
| compatibility | Python 3.10+, OpenRouter API key |
| metadata | {"openclaw":{"emoji":"🔬","requires":{"env":["OPENROUTER_API_KEY"]},"primaryEnv":"OPENROUTER_API_KEY","homepage":"https://www.agxntsix.ai"}} |
Audit your LLM stack against current pricing and alternatives.
Fetches live pricing from OpenRouter, analyzes your configured models, and recommends potential savings or upgrades by category.
# Full audit with recommendations
python3 {baseDir}/scripts/model_audit.py
# JSON output
python3 {baseDir}/scripts/model_audit.py --json
# Audit specific models
python3 {baseDir}/scripts/model_audit.py --models "anthropic/claude-opus-4-6,openai/gpt-4o"
# Show top models by category
python3 {baseDir}/scripts/model_audit.py --top
# Compare two models
python3 {baseDir}/scripts/model_audit.py --compare "anthropic/claude-sonnet-4" "openai/gpt-4o"
═══ LLM Stack Audit ═══
Your Models:
anthropic/claude-opus-4-6 $5.00/$25.00 per 1M tokens (in/out)
openai/gpt-4o $2.50/$10.00 per 1M tokens
google/gemini-2.0-flash $0.10/$0.40 per 1M tokens
Recommendations:
💡 For fast tasks: gemini-2.0-flash is 50x cheaper than opus
💡 Consider: deepseek/deepseek-r1 for reasoning at $0.55/$2.19
💡 Your stack covers: reasoning ✓, code ✓, fast ✓, vision ✓
Requires OPENROUTER_API_KEY environment variable.
Built by M. Abidi | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.
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