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 ace3000chao/book2startup --skill f12git clone --depth 1 https://github.com/ace3000chao/book2startupWrote 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/ace3000chao/book2startup/f12)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/f12"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f12/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/ace3000chao/book2startup/f12"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f12.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 | $0.00106 | $0.02778 |
| Opus 5 | $0.00053 | $0.01389 |
| Sonnet 5 | $0.00021 | $0.00556 |
| Haiku 4.5 | $0.00011 | $0.00278 |
Grade A, and why
f12 moment-shift 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.
How it starts
The opening of the file, as written. The whole thing — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
一念转魔成佛框架
R — 原文 (Reading)
"当怒火欲水正腾沸处,明明知得,又明明犯着,知的是谁,犯的又是谁?此处能猛然转念,邪魔便为真君矣。"
— 洪应明, 菜根谭·放下屠刀 立地成佛
I — 方法论骨架 (Interpretation)
在情绪即将失控的瞬间,识别"知"与"犯"的分裂,然后主动转念。
这个框架的核心发现是:人在情绪失控的瞬间,理智其实是"在场"的——"明明知得,又明明犯着"。你知道什么是对的,但你正在做错的。这意味着你的理智和情绪是共存的,但情绪在主导。此时的转折点是:猛然转念——从"被情绪劫持"转为"观察情绪"。
方法论步骤:
- 识别"知"的存在:当怒火/欲水腾沸时,问自己"此刻有谁在知道我正在失控?"——答案是"有一个观察者",这个观察者就是你的理智。
- 把注意力从"外面"转向"里面":情绪失控时,我们的注意力是对外的(是什么惹了我、我要报复)。转念是把注意力从"外面的刺激源"转向"里面的情绪本身"——观察它,但不被它推着走。
- 用观察者视角看情绪:情绪还在,但"我"不再是情绪的奴隶,而是情绪的观察者。这一步的转化,就是"邪魔便为真君"——同样的情绪,在观察者视角下,变成了修行的材料。
一句话总结: 不是让情绪消失,而是让"观察者"出场。
A1 — 书中的应用 (Past Application)
案例 1: 张良圮上纳履
- 问题: 张良年轻时在桥上被一位老人(黄石公)故意扔鞋,要求他去捡。张良面临被羞辱的愤怒——一个陌生人故意侮辱他,他本能的反应是打对方。
- 方法论的使用: 张良在"怒火欲水正腾沸处",理智"明明知得"——他知道打老人是错的,但又很想打。但他最终"猛然转念",压制住愤怒,选择去捡鞋。因为他意识到:①这个老人不是普通人(这是某种考验);②如果因为愤怒而动手,他会失去某种更大的机会。这个转念让张良从"被愤怒劫持"转为"冷静观察"。
- 结论: 转念的一瞬间,就是从"可能的灾难"到"真实君之路"的关键转折。
- 结果: 老人认为张良"可教",传授他《太公兵法》。张良后来成为汉初三杰之一,辅佐刘邦建立汉朝。如果张良没有在那个瞬间转念,历史可能会完全不同。
案例 2: 刘邦在项羽威胁时的"转念"
- 问题: 项羽在鸿门宴上威胁刘邦,项庄舞剑意在沛公。刘邦面临的是直接的生死威胁——他的本能反应是战斗或逃跑。
- 方法论的使用: 刘邦在千钧一发之际,理智"明明知得"——他知道在这个场合与项羽正面冲突是死路一条(知的是谁)。他没有被恐惧和愤怒劫持,而是"猛然转念",选择借上厕所之名逃跑,保全了性命和后续的发展机会(犯的又是谁——若不是转念,则成为项庄剑下之鬼)。
- 结论: 在生死关头,能够转念的人活了下来,不能转念的人被愤怒和恐惧主导而灭亡。
- 结果: 刘邦借机逃脱,后来在楚汉之争中战胜项羽,建立汉朝。如果刘邦在鸿门宴上被情绪劫持,历史会改写。
A2 — 触发场景 (Future Trigger) ★
用户会在什么情境下需要这个 skill?
- 情绪即将失控:用户感到愤怒、怨恨、欲望等强烈情绪正在上升,即将做出冲动的言行(如摔东西、大声吼叫、说伤人的话)。
- 事后反复后悔:用户已经意识到自己经常在某些情境下情绪失控,事后后悔,但下次还是重复。
- 想提高情绪管理能力:用户想学习一种具体的情绪调节方法,而不是泛泛的"要冷静"。
- 在高压决策中保持理性:用户面临重大决策,需要在压力下保持冷静,不被焦虑和恐惧主导。
- 人际关系中的冲突处理:用户在与他人发生冲突时容易被激怒,想学会在冲突中保持"观察者"位置。
语言信号 (用户的话里出现这些就应激活)
- "我太生气了想发火"
- "我当时没控制住"
- "我事后后悔了"
- "我总是这样"
- "我知道不该但就是忍不住"
- "我控制不住自己"
- "当时脑子一片空白"
- "我被他气到了"
- "我冷静不下来"
与相邻 skill 的区分
- 与
f06(宠辱不惊情绪决策框架)的区别:f06 是"得意失意后如何保持平稳"的事后调节;f12 是"情绪即将爆发的当下如何转念"的即时干预。f06是日常修炼,f12是危机处理。 - 与
f08(推己及人对治换位框架)的区别:f08 是"对他人不满时如何换位理解",用于化解对他人的苛责;f12 是"情绪失控时如何自我干预",用于管理自己的情绪。一个是对别人,一个是对自己。 - 与
f03(动静皆静模型)的区别:f03 是"在任何环境下如何保持内心安定"的长期能力;f12 是"在情绪即将爆发的瞬间如何转念"的即时能力。f03是状态目标,f12是具体技术。
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 138 lines · 106 tokens per session scan A be8c4f30698d
f12 moment-shift is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 106 tokens to every session and 2,778 once invoked, about $0.0005 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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