metago-thought-15-origin-plan

metago-thought-15-origin-plan is a skill for Claude Code, Codex from metago-ai/metagolifeform. It costs 53 tokens per session (928 once invoked), scanned A, original, MIT.

A three-stage planning framework that moves from understanding a project's origins, to rebuilding its structure, to creating a new approach. It lays out stages, transition conditions, milestones, risks, and revisions.

In plain words
What is it for?
Use it for long-term project planning, technical evolution, architecture redesign, innovation programmes, and roadmaps from research to implementation.
Why use it?
It helps turn broad innovation goals into a staged roadmap with evidence-based checkpoints instead of jumping straight from the current state to an untested idea.

Skill for Claude CodeCodex

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

Good fit Use it for long-term project planning, technical evolution, architecture redesign, innovation programmes, and roadmaps from research to implementation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/metago-ai/metagolifeform/metago-thought-15-origin-plan
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-thought-15-origin-plan
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-thought-15-origin-plan

README.md
[![agentmods](https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan/github.svg)](https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan)
Your own site
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan/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-thought-15-origin-plan

Your own site · 80×15
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-15-origin-plan.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 928 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 $0.00053 $0.00928
Opus 5 $0.00026 $0.00464
Sonnet 5 $0.00011 $0.00186
Haiku 4.5 $0.00005 $0.00093

Measured 9d ago against content hash ae8c409ae0c9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

metago-thought-15-origin-plan 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 9d 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-thought-15-origin-plan/SKILL.md · 96 lines

What it actually says

创源计划框架 V5卷

描述

通过"溯源-重构-创造"三阶段路线图,为任何领域或项目提供从理解本源到创造新范式的系统化演进路径,指导长期技术演进与创新规划。

触发条件

  • 制定项目或技术的长期路线图
  • 规划从现状到目标的技术演进路径
  • 设计创新路线
  • 需要系统化的"从理解到创造"方法论

前置条件

  • 明确的领域或项目
  • 可考据的发展历史与现状

元思想核心

三阶段路线图

溯源(Trace) -> 重构(Reconstruct) -> 创造(Create)

阶段一:溯源(Trace)

  • 目标:理解事物的本源与演化逻辑
  • 方法:历史考古、根因分析、第一性原理
  • 产出:本源图谱、演化树、关键转折点
  • 完成标志:能回答"它为什么是现在这样?"

阶段二:重构(Reconstruct)

  • 目标:基于本源理解,重新构建更优的结构
  • 方法:解构-重组、范式转移、架构重设计
  • 产出:新架构、新模型、新流程
  • 完成标志:新结构在效率/效果上显著优于旧结构

阶段三:创造(Create)

  • 目标:在重构基础上创造全新范式
  • 方法:跨域融合、从0到1创造、范式发明
  • 产出:新范式、新理论、新物种
  • 完成标志:创造了旧范式无法解释的新事物

阶段转换条件

T1->T2: 溯源深度 D >= 0.8(理解本源)
T2->T3: 重构增益 G >= 2x(显著优于旧结构)

推理框架

步骤 1:溯源阶段规划

  • 确定溯源范围(历史深度、领域广度)
  • 执行五维溯源(时间/空间/因果/价值/意义)
  • 评估溯源深度 D
  • D >= 0.8 则进入重构

步骤 2:重构阶段规划

  • 基于本源图谱识别旧结构的根本缺陷
  • 设计新结构(架构/模型/流程)
  • 评估重构增益 G = 新结构效能 / 旧结构效能
  • G >= 2 则进入创造

步骤 3:创造阶段规划

  • 识别重构后仍存在的根本性局限
  • 设计跨域融合方案
  • 定义新范式的核心特征
  • 规划从0到1的创造路径

步骤 4:路线图整合

  • 绘制三阶段时间线
  • 标注阶段转换的里程碑
  • 识别每阶段的关键风险

步骤 5:动态调整

  • 定期评估当前阶段的完成度
  • 根据进展调整阶段时间线
  • 允许阶段间的迭代回溯

验证方法

  1. 溯源深度 D 是否有五维溯源的证据
  2. 重构增益 G 是否有量化对比
  3. 创造的新范式是否确实超出旧范式框架
  4. 阶段转换条件是否严格执行(非主观跳跃)
  5. 路线图是否有明确的时间线与里程碑
  6. 用已完成的创新案例回测:三阶段路径是否与实际一致
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. 9d ago First seen · 96 lines · 53 tokens per session scan A ae8c409ae0c9

Subscribe to this mod's changes

metago-thought-15-origin-plan is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 53 tokens to every session and 928 once invoked, about $0.0003 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.