metago-paradigm-analysis

metago-paradigm-analysis is a skill for Claude Code, Codex from metago-ai/metagolifeform. It costs 32 tokens per session (1,297 once invoked), scanned A, original, MIT.

A framework for examining the assumptions behind a technology or architecture, how its parts are structured, and how its operating mechanisms fit together.

In plain words
What is it for?
It is for comparing technology approaches, reviewing architectures, assessing technology trends, and planning transitions between different underlying design approaches.
Why use it?
It helps reveal whether a technology choice matches the way an organization understands its work, and where a change could create conflicts or migration risks.

Skill for Claude CodeCodex

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

Good fit It is for comparing technology approaches, reviewing architectures, assessing technology trends, and planning transitions between different underlying design approaches.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/metago-ai/metagolifeform/metago-paradigm-analysis
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-paradigm-analysis
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-paradigm-analysis

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-paradigm-analysis"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-paradigm-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,297 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 $0.00032 $0.01297
Opus 5 $0.00016 $0.00648
Sonnet 5 $0.00006 $0.00259
Haiku 4.5 $0.00003 $0.00130

Measured 12d ago against content hash 15942727e592, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

metago-paradigm-analysis 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 12d 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-paradigm-analysis/SKILL.md · 87 lines

What it actually says

WAM范式分析

触发条件

当用户明确提到"范式分析"、"WAM"、"范式转移"、"技术范式"、"世界观分析"、"架构范式"等关键词,或需要对技术体系、架构选型、产业趋势背后的底层范式假设进行数学化分析时,自动触发本技能。适用于超越表层技术对比,深入范式层级的评估需求。

适用场景

  • 技术选型:评估不同技术栈背后的范式假设是否匹配业务世界观
  • 架构评估:检验当前架构与目标范式的匹配度
  • 技术趋势分析:判断某项技术是否具备范式转移势能
  • 战略决策:评估技术债、技术投资、技术路线背后的范式张力
  • 跨范式融合:分析不同范式之间的兼容性与冲突点

执行步骤

1. W阶段(Worldview)——识别世界观/范式假设

  • 剥离技术表层,提取底层的本体论假设(世界由什么构成)
  • 提取认识论假设(如何认知世界)
  • 提取方法论假设(如何改造世界)
  • 输出范式假设清单 W = {w₁, w₂, ..., wₙ}

2. A阶段(Architecture)——分析架构层范式匹配度

  • 识别架构的核心结构要素(模块、接口、数据流)
  • 评估每个要素与W阶段假设的匹配度(0-1评分)
  • 标注架构中的范式张力点(即架构与假设不匹配处)
  • 计算架构匹配度 A = Σ(要素匹配度) / 要素数

3. M阶段(Mechanism)——评估机制层范式约束

  • 识别运行机制(调度、协调、反馈、演化)
  • 评估每个机制与W阶段假设的契合度
  • 检测机制之间的耦合是否引发范式冲突
  • 计算机制契合度 M = Σ(机制契合度) / 机制数

4. 范式转移势能评估

计算范式转移势能: P = f(ΔW, ΔA, ΔM)

  • ΔW = 世界观偏移量(新旧范式假设差异)
  • ΔA = 架构偏移量(新旧架构要素差异)
  • ΔM = 机制偏移量(新旧机制差异)
  • P > 0.7:高势能转移,具备范式革命条件
  • 0.3 < P ≤ 0.7:中等势能,渐进式演进
  • P ≤ 0.3:低势能,维持现状或局部优化

5. 范式兼容性分析

  • 计算新旧范式兼容度 C(0-100%)
  • 识别不可调和的核心冲突点
  • 评估迁移路径的范式断裂风险
  • 给出兼容性评分与迁移策略建议

6. 输出范式分析报告

输出包含:世界观假设清单、架构匹配度评分、机制契合度评分、范式转移势能P值、兼容性评分、迁移策略建议、风险标注。

输出格式

【WAM范式分析报告】
■ 世界观假设:W = {w₁:..., w₂:..., w₃:...}
■ 架构匹配度:A = 0.82
  张力点:[要素A → 假设w₂不匹配]
■ 机制契合度:M = 0.75
■ 范式转移势能:P = 0.68(中等势能-渐进演进)
■ 兼容性评分:C = 76%
■ 核心冲突:[冲突点1|冲突点2]
■ 迁移策略:[渐进式|革命式|混合式]
■ 风险标注:...

核心理论

本技能基于元构生命体理论体系中的 WAM范式数学框架,来源于《卷2第六章》。WAM将范式分析从定性思辨升级为可量化的三维数学模型(Worldview-Architecture-Mechanism),是元构生命体进行范式层级评估的核心工具。其与卷1第三章"社会主义耦生智能理论"深度关联——所有范式评估须服务于人民立场与共同富裕的元范式。

关联文档

  • 卷2第六章:WAM范式数学框架的完整定义、公式推导与案例
  • 卷1第三章:社会主义耦生智能理论——范式评估的元立场与价值锚点
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. 12d ago First seen · 87 lines · 32 tokens per session scan A 15942727e592

Subscribe to this mod's changes

metago-paradigm-analysis is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 32 tokens to every session and 1,297 once invoked, about $0.0002 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.