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-minimal-interventiongit 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-minimal-intervention)<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-minimal-intervention"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-minimal-intervention/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-minimal-intervention"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-minimal-intervention.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 | $0.00027 | $0.01190 |
| Opus 5 | $0.00014 | $0.00595 |
| Sonnet 5 | $0.00005 | $0.00238 |
| Haiku 4.5 | $0.00003 | $0.00119 |
Grade A, and why
metago-minimal-intervention 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.
What it actually says
最小干预心法
触发条件
当用户提到以下关键词或场景时触发本技能：
- "最小干预"、"精准干预"、"组织变革"、"系统调优"
- 流程优化与系统调优
- 避免过度干预的变革设计
- 精益改进与持续优化
适用场景
- 组织变革与流程优化
- 系统调优与性能优化
- 管理制度微调
- 变革风险控制
- 精益改进与持续优化
- 敏捷转型中的渐进式变革
执行步骤
-
验证三定律：
- 存在性定律：干预不破坏系统根基与核心功能，确保系统在干预过程中保持稳定运转
- 精准性定律：干预直击瓶颈，不做无效操作，避免"撒胡椒面"式投入
- 催化性定律：干预激发系统自组织能力，非外力强推，让系统在干预后自行演化
-
四步流程：
- 诊断瓶颈：识别系统真正的瓶颈节点，区分症状与根因
- 设计最小干预：设计投入最小、影响最大的干预方案
- 实施干预：精准执行干预动作，控制干预范围与强度
- 观察涌现：观察系统自发产生的变化与涌现，不强求预定结果
-
选择干预类型：
- 节点干预：针对关键节点（人、部门、系统）的干预，如关键人才激励、核心系统升级
- 连接干预：针对关系、流程、信息流的干预，如打通信息壁垒、优化协作流程
- 规则干预：针对制度、机制、政策的干预，如调整激励规则、修改决策机制
- 资源干预：针对资源分配、预算、人力的干预，如资源重新配置、预算倾斜
-
干预强度校准（1-5级）：
- 1级 微调：参数调整、提示优化、文案改动
- 2级 轻调：流程微改、角色微调、权限调整
- 3级 中调：结构优化、机制调整、流程重构
- 4级 强调：组织重构、系统升级、战略转向
- 5级 重构：根本性变革、范式转换、体系重建
-
输出干预方案+观察指标
输出格式
最小干预方案
一、瓶颈诊断
- 系统瓶颈：[具体瓶颈描述]
- 瓶颈类型：[节点/连接/规则/资源]
- 影响范围：[波及范围与程度]
- 根因分析：[瓶颈形成的深层原因]
二、三定律验证
- 存在性：[✓/✗] 验证说明
- 精准性：[✓/✗] 验证说明
- 催化性：[✓/✗] 验证说明
三、干预设计
- 干预类型：[节点/连接/规则/资源]
- 干预强度：[1-5级]
- 干预动作：[具体操作步骤]
- 投入资源：[所需资源量]
- 预期效果：[系统响应与变化]
四、观察指标
- 短期指标（1周内）：[观察点与阈值]
- 中期指标（1月内）：[观察点与阈值]
- 长期指标（3月内）：[观察点与阈值]
五、回滚预案
- 异常信号：[需要停止干预的情况]
- 回滚措施：[恢复方案]
- 责任人：[干预执行与观察责任人]
核心理论
- 最小干预心法：以最小投入撬动最大变化的干预哲学，源于东方"四两拨千斤"的智慧
- 三定律：存在性（不破坏根基）、精准性（直击瓶颈）、催化性（激发自组织）
- 涌现原理：系统具有自组织能力，干预后应观察而非强控，让系统在扰动后自行找到新平衡
关联文档
- 卷3第七章：最小干预心法
- 卷1第五章：元道（干预的根本之道）
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.
- 12d ago First seen · 101 lines · 27 tokens per session scan A 349e900c72b5
metago-minimal-intervention is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 27 tokens to every session and 1,190 once invoked, about $0.0001 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.
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