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 f32git 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/f32)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/f32"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f32/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/f32"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f32.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 | $0.00150 | $0.01935 |
| Opus 5 | $0.00075 | $0.00967 |
| Sonnet 5 | $0.00030 | $0.00387 |
| Haiku 4.5 | $0.00015 | $0.00194 |
Grade A, and why
f32-sincerity-power 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.
一诚感通框架
R — 原文 (Reading)
"人心一真，便霜可飞，城可陨，金石可镂。若伪妄之人，形骸徒具，真宰已亡，对人则面目可憎，独居则形影自愧。"
— 洪应明, 精诚所至 金石为开
I — 方法论骨架 (Interpretation)
这是真诚作为核心能力的框架，核心洞察是：真诚不是软弱的象征，而是最强的力量；虚伪看似保护自己，实则失去一切。
两条原理：
-
真心一诚的效能：人心若真到极致，可以产生超乎寻常的力量——霜可飞（感动上天）、城可陨（感化坚硬）、金石可镂（穿透一切阻碍）。真心是突破一切障碍的钥匙。
-
伪妄之人的悲剧：虚伪的人徒具形体，但内在的"真宰"已死。对人：面目可憎（没人愿意信任）；独居：形影自愧（自己都看不起自己）。
核心论断：真诚不是"好的品质"，而是"有效的策略"。虚伪虽然短期能保护自己，但长期会腐蚀一切关系的根基。
A1 — 书中的应用 (Past Application)
案例 1: 邹衍盛夏下霜
- 问题: 邹衍是战国时期阴阳家代表，受到冤屈被囚，内心悲愤
- 方法论的使用: 他仰天哭泣，发的不是假慈悲，而是发自内心的忠诚和委屈，感动上天
- 结论: 精诚所至，连自然规律都能被感动
- 结果: 在盛夏时节降霜，"邹衍下霜"成为典故
案例 2: 杞植妻哭倒城墙
- 问题: 杞植（孟姜女）的丈夫战死，她悲痛欲绝
- 方法论的使用: 她的哭不是表演，是真心的悲痛——真心可以穿透最坚硬的城墙
- 结论: 精诚的力量可以感动一切
- 结果: 城墙倒塌，露出丈夫尸骨，成为千古流传的典故
案例 3: 霍光家族满门抄斩（反面案例）
- 问题: 霍光受汉武帝托孤，辅政二十年，家族显赫
- 方法论的使用: 霍光子孙骄奢淫逸，用的是"伪妄"——徒有外在的地位和权力，但内在没有真正的品格
- 结论: 没有真诚支撑的权力，最终会崩塌
- 结果: 霍氏满门被诛
A2 — 触发场景 (Future Trigger) ★
用户会在什么情境下需要这个 skill?
- 建立信任的关键时刻：新团队组建、合作伙伴选择、领导力建立——需要让别人相信自己是认真的
- 真诚被质疑时：觉得自己"太直了/太实在了"，想要改变策略，变得"圆滑"一点
- 关系修复：一段关系因为不真诚而受损，想要修复
- 领导力困境：作为管理者，不知道应该"真诚待人"还是"保持距离"
语言信号 (用户的话里出现这些就应激活)
- "我觉得太真诚会吃亏"
- "对方不信我怎么办"
- "我应该虚伪一点保护自己"
- "我的真诚为什么没有回报"
- "怎样才能让人相信我是认真的"
- "现在这个社会，真诚还有用吗"
- "我说话为什么没人听"（信任缺失的痛苦）
- "我想赢回他的信任"
与相邻 skill 的区分
- 与
f06 宠辱不惊情绪决策框架的区别：f06是情绪管理，本框架是关系建设；f06关注内心不动，本框架关注真诚的外在效力 - 与
f30 圣凡一体观的区别：f30强调不标榜（不立善名），本框架强调真诚的外在力量；f30是内在修养，本框架是外在效力
E — 可执行步骤 (Execution)
当 skill 被激活后, agent 应按以下步骤执行:
-
识别"真诚缺失"的具体表现
- 完成标准: 用户识别出自己最近的哪一次"不够真诚"导致了问题——要具体，不是"我有时候不够真诚"
-
执行"最小真诚行动"
- 完成标准: 用户做一个"不可逆的真诚表态"——说一句真话/承认一个错误/做一个真实的承诺，代价是真实的（不是"方便真诚"）
- 判停条件: 若用户面对的是有敌意的对象（对方不打算信任你），真诚可能暴露弱点，此时应先用f33保护自己
-
建立"真诚记录"
- 完成标准: 用户在接下来一周，记录自己的每一次"真诚时刻"和"虚伪时刻"，观察两者的长期效果差异
B — 边界 (Boundary) ★
不要在以下情况使用此 skill
- 面对恶意对象（对方不打算信任你，也没有善意）——真诚会暴露弱点，被利用
- 商业机密/国家安全等必须保持谨慎的场合——真诚不等于透明
- 把"真诚"当成"直率"——说难听的话不是真诚，是情商低
- 刚认识的陌生人——信任需要时间建立，不能急于真诚
作者在书中警告的失败模式
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 · 150 tokens per session scan A 0e16f35cf21a
f32-sincerity-power is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 150 tokens to every session and 1,935 once invoked, about $0.0007 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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