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-thought-04-four-step-breakthroughgit 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-thought-04-four-step-breakthrough)<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-04-four-step-breakthrough"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-04-four-step-breakthrough/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-thought-04-four-step-breakthrough"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-04-four-step-breakthrough.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 | $0.00066 | $0.00958 |
| Opus 5 | $0.00033 | $0.00479 |
| Sonnet 5 | $0.00013 | $0.00192 |
| Haiku 4.5 | $0.00007 | $0.00096 |
Grade A, and why
metago-thought-04-four-step-breakthrough 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.
What it actually says
四步破局法 V1.0
描述
将模糊的社会需求转化为可执行项目的四步方法论，通过需求挖掘、项目包装、宿主匹配、资源绑定的闭环流程，实现从"痛点"到"落地"的系统化破局。
触发条件
- 面对模糊需求需要转化为具体项目
- 资源有限需要精准匹配
- 需要为技术方案找到落地宿主
- 项目策划与资源整合
前置条件
- 存在待解决的痛点或机会
- 有可接触的资源网络
元思想核心
四步破局模型：
痛点 --Step1--> 真需求 --Step2--> 好项目 --Step3--> 对的宿主 --Step4--> 资源闭环
Step 1：需求挖掘（Needs Mining）
- 表面需求 -> 真实需求 -> 本质需求
- 三层穿透：用户说的 / 用户想要的 / 用户需要的
- 需求验证公式：N = Pain * Frequency * Willingness
Step 2：项目包装（Project Packaging）
- 将真需求转化为可量化、可投资、可执行的项目
- 项目三要素：目标（SMART）、边界（Scope）、回报（ROI）
- 包装质量 Q = 清晰度 * 可信度 * 吸引力
Step 3：宿主匹配（Host Matching）
- 为项目找到最有能力、最有意愿、最有时机的承接方
- 宿主三匹配：能力匹配 * 意愿匹配 * 时机匹配
- 匹配度 M = Cap * Will * Timing
Step 4：资源绑定（Resource Binding）
- 将项目所需资源与宿主能力绑定，形成闭环
- 资源四类：资金、人才、数据、政策
- 绑定强度 B = min(资金覆盖率, 人才到位率, 数据可得率, 政策支持度)
推理框架
步骤 1：需求挖掘
- 收集表面需求陈述
- 三层穿透分析
- 计算 N 值，N > 阈值才进入下一步
- 输出：真需求陈述
步骤 2：项目包装
- 将真需求转化为 SMART 目标
- 界定项目边界与关键里程碑
- 计算 ROI 与包装质量 Q
- 输出：项目说明书
步骤 3：宿主匹配
- 列出候选宿主（组织/团队/平台）
- 评估每个宿主的 Cap * Will * Timing
- 选择 M 值最高的宿主
- 输出：宿主匹配报告
步骤 4：资源绑定
- 梳理四类资源需求
- 评估每类资源的可得性
- 设计资源绑定机制（合同/股权/协议/生态）
- 计算 B 值，B > 0.7 为安全线
- 输出：资源绑定方案
步骤 5：闭环验证
- 验证 痛点->需求->项目->宿主->资源 全链路无断裂
- 识别最薄弱环节并制定补强方案
验证方法
- 需求穿透是否到达本质层（非停留在表面）
- 项目包装的 Q 值是否达标（清晰/可信/吸引）
- 宿主匹配的三维度是否都有证据支撑
- 资源绑定的 B 值是否 > 0.7
- 全链路是否有断裂点
- 用已成功落地的项目回测：其四步路径是否与框架预测一致
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.
- 9d ago First seen · 93 lines · 66 tokens per session scan A 1eb1b69b36a8
metago-thought-04-four-step-breakthrough is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 66 tokens to every session and 958 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.
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