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 f01git 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/f01)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/f01"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f01/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/f01"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f01.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 | $0.00092 | $0.02116 |
| Opus 5 | $0.00046 | $0.01058 |
| Sonnet 5 | $0.00018 | $0.00423 |
| Haiku 4.5 | $0.00009 | $0.00212 |
Grade A, and why
f01-retreat-step 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 — 133 lines — stays where its author put it; the contents beside it link to each section on GitHub.
退让一步决策框架
R — 原文 (Reading)
"处世让一步为高,退步即进步的张本;待人宽一分是福,利人实利己的根基。"
— 洪应明, 菜根谭·忍让为高 利人利己
I — 方法论骨架 (Interpretation)
退让不是认输,而是以退为进的战略动作。
这个框架的核心逻辑是:人与人在资源、立场、面子上的冲突,本质上是一场"谁先退谁赢"的博弈。先退一步的人,并不是输了,而是在积累势能——因为退让换来的空间,可以在下一次需要时重新占据。真正的收益不是眼前的得失,而是关系和局面的长期健康。
方法论步骤:
- 判断当前局面是否已陷入"顶牛"——双方都在僵持,谁也不让谁,情绪在升温。
- 评估"不让"的代价——正面冲突、关系破裂、机会丧失、时间浪费,这些成本有多高?
- 让一步的空间在哪里——不是全部放弃,而是找一个"局部退让、保留核心"的方案。
一句话总结: 退一步不是失去,而是买入未来的资本。
A1 — 书中的应用 (Past Application)
案例 1: 范蠡张良功成身退
- 问题: 范蠡辅佐越王勾践灭吴,张良辅佐刘邦立汉,两位开国功臣都面临功高震主的危险局面。
- 方法论的使用: 二人都识别到"盛极必衰"的天道规律,主动选择急流勇退,放弃眼前巨大的权力和利益。
- 结论: "退步即进步的张本"——退让为他们的后半生赢得了自由、安全和后世的千古美名。
- 结果: 范蠡经商成为"陶朱公",富甲一方;张良隐居修道,善终而名垂青史。与之对比,李斯贪恋权位,最终被腰斩、夷三族。
案例 2: 霍光子孙骄奢身死族灭
- 问题: 霍光受汉武帝托孤,辅政二十年,家族显赫,本可善终。
- 方法论的使用: 霍光未能识别"盛极而不知退"的危险信号,子孙在权势鼎盛时不知收敛,骄奢淫逸。
- 结论: 当权时不退,则子孙承受祸端。
- 结果: 霍氏满门被诛,家族覆灭。印证了"退步即进步的张本"——不退则进无可进。
A2 — 触发场景 (Future Trigger) ★
用户会在什么情境下需要这个 skill?
- 谈判僵局:双方在商务谈判、合作条款、合同细节上僵持,对方态度强硬,你感觉再争下去就要谈崩。
- 人际冲突升级:和朋友、家人、同事发生争执,双方都在气头上,你意识到再顶下去关系会破裂。
- 职场站队压力:团队内部出现派系斗争,你需要表态但不想选边,想找到"不选边也能存活"的空间。
- 利益博弈:商业合作中对方压价或提出苛刻条件,你判断接受太亏、不接受太伤,想找第三条路。
- 荣誉地位受到挑战:在公开场合被人挑衅、质疑、抢风头,你纠结于当场反击还是忍让。
语言信号 (用户的话里出现这些就应激活)
- "要不要让一步?"
- "感觉再争下去就撕破脸了"
- "他这个态度我该怎么应对,是硬刚还是软一点?"
- "这个条件我能答应吗?还是再谈?"
- "要不要退一步?"
- "我不想把关系搞僵,但也不想太吃亏"
- "对方已经很强硬了,我在想要不要服软"
与相邻 skill 的区分
- 与
f09(天理人欲分判框架)的区别:f09 问的是"这条路对不对",f01 问的是"这条路要不要退着走"——一个判断方向,一个选择节奏。 - 与
f11(舍己勿疑施恩勿报框架)的区别:f11 关注的是"舍己的德行是否纯粹",f01 关注的是"退让的战略收益"——一个是动机纯度,一个是策略效率。
E — 可执行步骤 (Execution)
当 skill 被激活后,agent 应按以下步骤执行:
-
识别僵局类型
- 完成标准: 明确说出"这是资源型僵局(争利益)"、"关系型僵局(争面子)"还是"立场型僵局(争对错)"。
-
评估不让的代价
- 完成标准: 列出"如果这次不让,可能发生的三个最坏结果"(用"关系破裂""机会丧失""时间损失"等维度评估)。
- 判停条件: 若评估结果显示代价只是"面子受损"且可修复,则进入下一步;若是"根本利益受损"且不可逆,则提示用户重新判断。
-
寻找"最小有效退让"
- 完成标准: 给出一个具体的退让方案——不是"全让"也不是"不让",而是"在这个点上退一步,可以换取哪些具体收益"。
- 判停条件: 若找不到"退让收益比>1"的方案,则提示用户"可能需要重新评估当前局面是否值得继续"。
B — 边界 (Boundary) ★
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 · 133 lines · 92 tokens per session scan A 8ff8eff38700
f01-retreat-step is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 92 tokens to every session and 2,116 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.
Other skills, from other repositories
exec-briefing-memo
A one-page decision memo that condenses complex material into the problem, recommended choice, evidence, trade-offs, risks, and next actions. It is meant for a decision maker, not as meeting notes, a weekly report, or a product requirements document.
strategic-architect
A strategic planning guide for making long-term technology and business decisions. It uses systems thinking to consider goals, risks, resources, and lasting effects.
rag-router
A guide for choosing how to use retrieval-augmented generation (RAG), which lets an AI find answers in a collection of documents before responding.
html-ppt
For consulting delivery work: turn diagnosis, frameworks, and project work into a client-adoptable action plan. Built around the core query "consulting-final-deck", with engagement manager judgment, buyer-ready proof, and this outcome: accept the recommendation and commit owners to the roadmap.
html-ppt-zhangzara-soft-editorial
A digital-transformation roadmap for a legacy insurer — the diagnosis, the sequenced bets, and the operating rhythm to land them. Built as a decision-grade consulting deck for client executives.
simple-deck
OpenDesign's operating review: growth, burn, and the concrete path to sustainability without losing the open ethos. Built as a decision-grade corporate strategy deck for leadership team.