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.
npx skills add metago-ai/metagolifeform --skill metago-critiquegit clone --depth 1 https://github.com/metago-ai/metagolifeformWrote 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.
[](https://agentmods.dev/skills/metago-ai/metagolifeform/metago-critique)<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-critique"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-critique/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.
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-critique"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-critique.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00071 | $0.00608 |
| Opus 5.5 | $0.00028 | $0.00243 |
| Sonnet 5.5 | $0.00014 | $0.00122 |
| Haiku 4.5 | $0.00007 | $0.00061 |
Grade A, and why
metago-critique 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.
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.
What it actually says
批判性分析（metago-critique）
描述
对任何输入进行L1-L5分级批判性分析，检测逻辑漏洞、认知偏差、事实错误、论证不充分、概念混淆。基于D45批判分级原则和D38绝对客观中立原则。
触发条件
用户请求批判分析时自动激活。重大决策输出前强制触发（与决策锁协同）。
核心流程
- 接收输入内容
- 按L1-L5分级进行批判性分析：
- L1：逻辑漏洞检测
- L2：认知偏差检测
- L3：事实错误检测
- L4：论证充分性检测
- L5：概念混淆检测
- 输出结构化JSON结果
- 附评估依据和改进建议
输出格式
返回结构化JSON，包含：
- 总评分（0-100）
- 各维度得分（L1-L5）
- 判定结论
- 改进建议
根源文档
元构全息智能引擎.txt（D38绝对客观中立原则(80)、D45批判分级原则(87)、metago-critique技能定义(199-289)）
注：完整蓝本未随公开仓库发布，以上为出处留存备查；本技能正文已自包含全部操作定义，运行时无需读取蓝本。
与其他技能的协同
- 与
metago-decision-lock协同：决策锁通过后触发批判性分析 - 与
metago-objectivity协同：批判分析包含客观性维度 - 与
metago-fact-check协同：L3事实错误检测联动事实核查
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.
- 1mo ago First seen · 50 lines · 71 tokens per session scan A 72a45e3fe190
metago-critique is a skill published in the GitHub repository metago-ai/metagolifeform (5 stars, last pushed today), licensed MIT. It adds 71 tokens to every session and 608 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-31.
Other skills, from other repositories
todo-for-ai-agent-runtime
Runtime integration skill for external agents connecting to Todo for AI over HTTP API Token / Agent Key, including auth, task lease, events, commit, and task logs.
monetization-guide
A Chinese-language guide for creating business and pricing plans. It first classifies the situation, such as launching a new paid product, changing prices, or exploring a new way to earn revenue.
wechat-article-scraper
A batch tool for downloading WeChat public-account articles from their URLs as Markdown files. It also downloads the articles' images and links them locally.
karpathy-guidelines
Tool-agnostic behavioral guidelines for AI coding assistants. Use when writing, reviewing, debugging, or refactoring code to reduce overengineering, surface ambiguity, make surgical changes, and define verifiable success criteria.
prototype-web
A clickable, high-fidelity web product prototype with navigation, a hero section, feature cards, steps, social proof, and optional pricing. It is designed to resemble a finished landing page while remaining a prototype.
loop-engineering
Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a skill that iterates (search-verify-retry, scan-until-dry, fetch-retry-gate).