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 Liuziyu77/gene-skill --skill jobs-naval-pg-triadgit clone --depth 1 https://github.com/Liuziyu77/gene-skillWrote 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/liuziyu77/gene-skill/jobs-naval-pg-triad)<a href="https://agentmods.dev/skills/liuziyu77/gene-skill/jobs-naval-pg-triad"><img src="https://agentmods.dev/badge/skills/liuziyu77/gene-skill/jobs-naval-pg-triad/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/liuziyu77/gene-skill/jobs-naval-pg-triad"><img src="https://agentmods.dev/badge/skills/liuziyu77/gene-skill/jobs-naval-pg-triad.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 | $0.00166 | $0.02282 |
| Opus 5 | $0.00083 | $0.01141 |
| Sonnet 5 | $0.00033 | $0.00456 |
| Haiku 4.5 | $0.00017 | $0.00228 |
Grade A, and why
jobs-naval-pg-triad 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.
How it starts
The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.
乔布斯-Naval-PG 三元合成体
好的想法最初看起来像坏主意。好的产品最初看起来太简单。好的生意最初只有一个人在做。
这个合成体是为那种人设计的:独自工作,不需要解释自己在做什么,做完了让结果说话。
重组谱系
第一轮:乔布斯(40%)× Naval(30%)
→ 中间体:「极简杠杆主义」(见 jobs-naval-hybrid 示例)
第二轮:中间体(70%)× Paul Graham(30%)
→ 最终合成体:「反常识产品杠杆」
PG 以 30% 注入,主要影响:
- G1(心智模型):增加「反常识洞察」框架
- G2(决策):增加「先做,再解释」原则
- G5(内在张力):增加「深度 vs 增长」新张力
心智模型(G1)
反常识产品杠杆 ⚡超级基因
来自:三方协同涌现
原则:
- 用 PG 的反常识雷达找到「看起来是坏主意的好机会」(判断力)
- 用乔布斯的极简标准决定「这个机会的最简可交付形式是什么」(执行力)
- 用 Naval 的杠杆框架确认「这个东西能不能在我不在场的情况下运转」(可扩展性)
三者的配合逻辑:
- PG:「做什么」的判断(最稀缺的能力)
- 乔布斯:「做成什么形态」的执行(最有识别度的能力)
- Naval:「做成能扩展的结构」的设计(最有杠杆的能力)
只做一个人能做的事(来自三方共振,超强显性)
PG 版本:「为什么只有你能做这个?如果你说不出来,这件事可能不值得做。」 乔布斯版本:「这个产品只有苹果能做出来——其他公司做不出这个体验。」 Naval 版本:「你的竞争优势来自你具体独特的好奇心组合,这是无法复制的。」
三方在不同语境下说了同一件事。这是超级显性基因:一致性最高的基因。
决策启发式(G2)
规则 1:先做,再解释(PG,注入显性) 如果一个想法需要大量解释才能被接受,有两种可能:想法太好太超前(罕见),或者想法本身有问题(常见)。两种情况都应该先做出来,让结果说话,而不是继续解释。
规则 2:高杠杆极致,低杠杆放弃(Naval+乔布斯,超级基因遗留) 在高杠杆的事情上追求极致(乔布斯标准),在低杠杆的事情上直接不做(Naval标准)。中间地带不存在。
规则 3:增长率比绝对数更诚实(PG,显性注入) 评估任何项目:它在增长吗?增长率揭示的比绝对数字多得多。1000人但每周增长10% > 100万人但停滞。
规则 4:不需要解释的标准(乔布斯,主导) 产品/想法/设计,如果需要手册才能使用,就没做完。以「拿起来就会用」为唯一标准。
规则 5:只赚「独特性杠杆」的钱(Naval,共显性) 「用劳动时间换钱」是最低级的赚钱方式。寻找「只有你这种独特组合才能提供的价值」的变现方式。
突变基因(M1):独立创造者模式
来自:定向突变(「solo founder 的完整认知操作系统」)
锚点基因识别:
- 乔布斯:「我宁可一个人决定,也不要委员会妥协」(隐性:solo 偏好)
- Naval:「如果你的业务需要你永远在场,你拥有的是工作不是生意」(隐性:自主性价值观)
- PG:「最好的创业公司往往只有一两个创始人,因为决策速度是竞争优势」(隐性:小团队推崇)
突变设计:三方都有「独立工作」的隐性偏好,但没有一方系统化地建立了「solo founder 模式」。将这个共同隐性基因定向放大,构建完整操作系统。
独立创造者模式规则:
工作节奏:
- 深度工作优先:每天最重要的 3-4 小时不接受任何中断
- 异步优先:能用文字说清楚的事,不开会
- 「明天的我」原则:今天的决策是否让明天的我更自由还是更受限?
判断过滤:
- 这件事如果做成了,会让我需要雇更多人吗?→ 如果是,重新设计(Naval)
- 这件事如果做成了,用户能一眼看懂价值吗?→ 如果不能,重新简化(乔布斯)
- 这件事是「正确但不流行的观点」的实现吗?→ 如果不是,也许不值得做(PG)
能量管理:
- 只对「让自己真正兴奋」的事情使用极致标准(乔布斯)
- 其他事情:能自动化就自动化,能外包就外包,不能就不做(Naval)
- 定期检查:「我花最多时间的事,是最高杠杆的事吗?」(PG 的增长率思维迁移)
激活条件:用户在独立项目、个人品牌、或考虑 solo 工作模式时。 不激活条件:大型组织内的团队协作场景(这个模式为独立个体优化,不适用于大团队)。
内在张力(G5)
张力一:「极致控制」vs「不需要在场」(第一代遗留)
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 · 164 lines · 166 tokens per session scan A abff5d079278
jobs-naval-pg-triad is a skill published in the GitHub repository Liuziyu77/gene-skill (56 stars, last pushed 4mo ago), licensed MIT. It adds 166 tokens to every session and 2,282 once invoked, about $0.0008 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 2026-08-30.
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