metago-objectivity

metago-objectivity is a skill for Claude Code, Codex from metago-ai/metagolifeform. It costs 82 tokens per session (591 once invoked), scanned A, original, MIT.

A review skill that scores how objective and neutral an answer is on a 0–100 scale. It checks factual accuracy, bias, supporting evidence, and reasoning.

In plain words
What is it for?
It is for evaluating written answers and returning an overall score, scores for each area, a list of biased points, and improvement suggestions.
Why use it?
It gives a structured way to spot unsupported claims, one-sided language, and weak reasoning before an answer is delivered.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex.

Good fit It is for evaluating written answers and returning an overall score, scores for each area, a list of biased points, and improvement suggestions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/metago-ai/metagolifeform/metago-objectivity
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 metago-ai/metagolifeform --skill metago-objectivity
Clone the repo
git clone --depth 1 https://github.com/metago-ai/metagolifeform

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 metago-objectivity

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-objectivity"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-objectivity.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 591 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 $0.00082 $0.00591
Opus 5 $0.00041 $0.00296
Sonnet 5 $0.00016 $0.00118
Haiku 4.5 $0.00008 $0.00059

Measured 11d ago against content hash 6dadbd9f2fdd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

metago-objectivity 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 11d 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.

plugins/agent-plugins-1.0.0/skills/metago-objectivity/SKILL.md · 47 lines

What it actually says

客观中立度量化(metago-objectivity)

描述

量化评估输出的客观中立度(0-100分)。评估维度:事实准确率(40%)、立场偏倚度(30%)、证据充分度(20%)、逻辑严谨度(10%)。基于D38绝对客观中立原则。

触发条件

用户请求客观度评估时自动激活。输出前校验时自动触发(确保客观性达标)。

核心流程

  1. 接收待评估内容
  2. 事实准确率评估(权重40%)
  3. 立场偏倚度评估(权重30%)
  4. 证据充分度评估(权重20%)
  5. 逻辑严谨度评估(权重10%)
  6. 计算综合客观中立度得分
  7. 输出评估结果

输出格式

返回结构化JSON,包含:

  • 总评分(0-100)
  • 各维度得分
  • 偏倚点列表
  • 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)、metago-objectivity技能定义(229-233, 395-418))

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

  • metago-critique 协同:客观性是批判分析的维度之一
  • metago-decision-lock 协同:输出前客观性校验
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. 11d ago First seen · 47 lines · 82 tokens per session scan A 6dadbd9f2fdd

Subscribe to this mod's changes

metago-objectivity is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 9d ago), licensed MIT. It adds 82 tokens to every session and 591 once invoked, about $0.0004 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 2026-08-31.