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 p02git 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/p02)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/p02"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/p02/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/p02"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/p02.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 | $0.00084 | $0.01604 |
| Opus 5 | $0.00042 | $0.00802 |
| Sonnet 5 | $0.00017 | $0.00321 |
| Haiku 4.5 | $0.00008 | $0.00160 |
Grade A, and why
p02抱朴守拙 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
抱朴守拙原则
R — 原文 (Reading)
"涉世浅，点染亦浅；历事深，机械亦深。故君子与其练达，不若朴鲁；与其曲谨，不若疏狂。"
— 洪应明, 《菜根谭·抱朴守拙 涉世之道》
I — 方法论骨架 (Interpretation)
- 阅历与世故是成正比的。 刚踏入社会时沾染少，饱经世事后心计也随之深了。这是自然规律。
- 世故圆滑是一种损失，不是收益。 "练达"和"曲谨"看似聪明，实际上是失去了纯真本性。
- 君子的选择：宁可朴实笨拙，也不要圆滑世故。 "朴鲁"和"疏狂"听起来是贬义，但作者认为这反而是君子的气质。
- 核心逻辑：心计越深，陷阱越多。 一个人开始"讲套路"，就意味着他要把精力放在算计上，而不是做事上。
- 纯真是竞争力。 在一个充满心计的世界里，保持纯真反而能赢得信任和长期合作。
A1 — 书中的应用 (Past Application)
案例: 洪应明论"涉世深则机械深"
- 问题: 如何理解"经历世事"与"保持纯真"之间的矛盾
- 方法论的使用: 洪应明用"涉世浅点染浅，历事深机械深"这个观察来解释为什么饱经风霜的人往往失去本真
- 结论: 君子选择"朴鲁"和"疏狂"，不是因为笨，而是主动选择不进入那个算计循环
- 结果: 这种选择让人保持清醒和真诚，反而更容易建立真正的信任关系
A2 — 触发场景 (Future Trigger) ★
用户会在什么情境下需要这个 skill?
- 刚进入职场或新环境，感到需要"学聪明"时 — "我是不是太直了？"、"他们都很油滑，我也要学会吗？"
- 被人利用后，考虑是否也要变得"精一点"时 — "下次我也要学聪明点，不能这么老实"
- 在"做真实的自己"和"变得老练"之间纠结时 — "我该坚持自己还是该随波逐流？"
语言信号 (用户的话里出现这些就应激活)
- "我是不是太单纯了？"
- "别人都比我滑，我该怎么学？"
- "我需要变得圆滑一点吗？"
- "他们套路太深了，我玩不过"
- "太直接会不会得罪人？"
与相邻 skill 的区分
- 与
p03心地光明才华韫藏的区别: p03是"才华要藏"，p02是"本性要保"；p03针对能力，p02针对整个为人风格 - 与
p15厚德载物雅量容人的区别: p15是宽容他人，p02是保护自己不被世故污染
E — 可执行步骤 (Execution)
当 skill 被激活后，agent 应按以下步骤执行:
-
识别用户是否正在被"世故文化"影响，产生自我怀疑
- 完成标准: 用户表达了"我是不是太直/太老实/太笨"的自我质疑
-
用"机械深度"检测: 你现在是在做事还是在算计？
- 完成标准: 如果用户发现自己在"想怎么说话才能不得罪人"而不是"想怎么把事做好"，触发警示
-
回归"朴鲁疏狂": 问用户——这件事如果你不算计，结果会怎样？
- 完成标准: 用户意识到保持纯真反而能把精力放在做事上，不是弱点而是优势
B — 边界 (Boundary) ★
不要在以下情况使用此 skill
- 高度政治化的职场环境：某些组织文化要求"会做人"，生硬保持纯真可能吃亏
- 商业谈判桌前：需要一定策略和隐藏底牌的情境，此时"直来直去"可能暴露底线
- 面对恶意伤害时：完全不加防备的纯真会被利用
作者在书中警告的失败模式
- 机械深沉之患：做事开始讲"套路"，对每个人都设防，习惯用技巧代替真诚
- 机制：阅历越深，奸诈之心也随之增加，世故圆滑看似聪明，实则让自己陷入无休止的算计之中
作者的盲点 / 时代局限
- "朴鲁疏狂"在现代社会可能显得缺乏职业素养，需要适度调整（如加上"专业能力"作为基础）
- 未区分"主动选择的纯真"和"被动的幼稚无知"
容易混淆的邻近方法论
- 谨言慎行(p14)：p14是说话谨慎，p02是整体保持纯真；p14更关注言行，p02更关注心态
- 中和为福(p13)：p13强调平衡，p02强调偏向纯真一侧
相关 skills (阶段 3 填充)
- depends-on: p03心地光明才华韫藏
- contrasts-with: p18持身勿轻用心毋重
- composes-with: p15厚德载物雅量容人
审计信息
- 验证通过: V1 ✓ / V2 ✓ / V3 ✓
- 测试通过率: 待填充
- 蒸馏时间: 2026-04-24
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 · 122 lines · 84 tokens per session scan A 0be8e0f60628
p02抱朴守拙 is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 84 tokens to every session and 1,604 once invoked, about $0.0004 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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