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Yeadon8888/cangjie-skill

仓颉 · 认知植入式思维蒸馏引擎 — 不是让AI说得像他,是让AI想得像他。基于女娲架构升级。

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How it works

cangjie

When your agent uses it

仓颉 · 认知植入术:丢进素材(书/访谈/文章/PDF),自动蒸馏出一个人的思维Skill。 提取的不是"他说了什么",而是"他为什么这样想"——信念形成故事、真实决策、失败教训、内在矛盾。 触发词:「仓颉」「蒸馏XX」「做个XX的思维Skill」「用仓颉提取」「帮我蒸馏」。 只要用户上传了某人的素材(书/演讲/访谈)并希望提取思维方式,就应该触发。

What it loads into context

Frontmatter

156 tokens

Always available to the agent

SKILL.md

2,706 tokens

When the skill is activated

Reference documents

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Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 收到素材后,执行以下流程
  2. 注意事项

Scripts executed separately

  • scripts/compile-prompt.py
  • scripts/quality_check.py
  • tests/test_tools.py

Files

  • .gitignoreasset23 bytes
  • LICENSEasset1,083 bytes
  • README.mddoc11,294 bytes
  • README_EN.mddoc10,236 bytes
  • SKILL.mdcore8,936 bytes
  • STORY.mddoc8,480 bytes
  • references/extraction-framework.mddoc10,645 bytes
  • references/research-guide.mddoc5,304 bytes
  • references/skill-template.mddoc7,439 bytes
  • scripts/compile-prompt.pyruns4,280 bytes
  • scripts/quality_check.pyruns4,781 bytes
  • tests/test_tools.pyruns1,425 bytes
Read SKILL.md

# 仓颉 · 认知植入术

> 喂进去的是一个人说过的话,提取出来的是他为什么说这些话。

---

## 收到素材后,执行以下流程

### Step 1:确认对象和素材

收到用户输入后,先确认:

**A. 蒸馏谁?**
- 用户明确说了人名 → 直接进行
View the complete source on GitHub

Skills included

  • cangjie
  • adler-perspective
  • paul-graham-perspective

Repository facts

License
MIT
Created
Apr 10, 2026
Last pushed
Sep 18, 2026
Forks
41
Open issues
2
Project activity
Active

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 7, 2026

Show all 328 signals by file

README.md

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    [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
  • Network accessline 15
    [![Claude Code](https://img.shields.io/badge/Claude%20Code-Skill-blueviolet)](https://claude.ai/code)
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    基于 [女娲.skill](https://github.com/alchaincyf/nuwa-skill)(MIT)架构升级,感谢 [花叔](https://x.com/AlchainHust) 的开源。
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    | 人物 | 领域 | 独立仓库 | 一键安装 | |------|------|---------|---------| | **Paul Graham** | 创业/写作/独立思考 | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` |
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    |------|------|---------|---------| | **Paul Graham** | 创业/写作/独立思考 | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` | | **阿德勒** | 个体心理学/课题分离/被讨厌的勇气 | [adler-skill](https:
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    | **Paul Graham** | 创业/写作/独立思考 | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` |
  • Network accessline 112
    | **阿德勒** | 个体心理学/课题分离/被讨厌的勇气 | [adler-skill](https://github.com/Yeadon8888/adler-skill) | `npx skills add Yeadon8888/adler-skill` |
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    | **峰哥亡命天涯** | 现实主义去魅/止损思维/底层观察 | [fengge-skill](https://github.com/Yeadon8888/fengge-skill) | `npx skills add Yeadon8888/fengge-skill` |
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    - [女娲.skill](https://github.com/alchaincyf/nuwa-skill) — 仓颉的架构基础,MIT开源。感谢[花叔](https://x.com/AlchainHust)的开源精神。
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    - [同事.skill](https://github.com/titanwings/colleague-skill) — 证明了"蒸馏一个人"是可行的。

README_EN.md

  • Network accessline 13
    [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
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    [![Claude Code](https://img.shields.io/badge/Claude%20Code-Skill-blueviolet)](https://claude.ai/code)
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    Built on the MIT-licensed architecture of [Nuwa.skill](https://github.com/alchaincyf/nuwa-skill), with thanks to [Hua Shu](https://x.com/AlchainHust).
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    | Thinker | Focus | Repository | Install | |---|---|---|---| | **Paul Graham** | Startups, writing, independent thought | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` |
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    |---|---|---|---| | **Paul Graham** | Startups, writing, independent thought | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` | | **Alfred Adler** | Individual psychology
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    | **Paul Graham** | Startups, writing, independent thought | [paul-graham-skill](https://github.com/Yeadon8888/paul-graham-skill) | `npx skills add Yeadon8888/paul-graham-skill` |
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    | **Alfred Adler** | Individual psychology, task separation, courage | [adler-skill](https://github.com/Yeadon8888/adler-skill) | `npx skills add Yeadon8888/adler-skill` |
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    | **Fengge** | Realism, demystification, loss-cutting | [fengge-skill](https://github.com/Yeadon8888/fengge-skill) | `npx skills add Yeadon8888/fengge-skill` |
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    - [Nuwa.skill](https://github.com/alchaincyf/nuwa-skill) — the MIT-licensed architectural foundation.
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    - [Colleague.skill](https://github.com/titanwings/colleague-skill) — evidence that distilling a person's thinking into a reusable skill is possible.

STORY.md

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    我找到了当时做得最好的项目——[女娲skill](https://github.com/alchaincyf/nuwa-skill)(花叔做的,MIT开源)。
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    代码在这里:https://github.com/Yeadon8888/cangjie-skill

examples/paul-graham-perspective/references/research/01-writings.md

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    > 来源:[Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))、[paulgraham.com/bio.html](https://paulgraham.com/bio.html) | 一手+可信
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    **出版**:2004年,O'Reilly Media **URL**:https://paulgraham.com/hp.html
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    **URL**:https://paulgraham.com/hp.html
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    > 来源:[paulgraham.com/hp.html](https://paulgraham.com/hp.html)、[Goodreads](https://www.goodreads.com/book/show/41793.Hackers_Painters)、[Medium分析](https://medium.com/@edisipka/my-notes-on-paul-grahams-hackers-and-painters-why-programming-is-a
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    ### 3.1 The Age of the Essay(2004) **URL**:https://paulgraham.com/essay.html
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    **URL**:https://paulgraham.com/essay.html
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    ### 3.2 Writing, Briefly(2005) **URL**:https://paulgraham.com/writing44.html
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    **URL**:https://paulgraham.com/writing44.html
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    ### 3.3 Write Like You Talk(2015) **URL**:https://paulgraham.com/talk.html
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    **URL**:https://paulgraham.com/talk.html
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    ### 3.4 Write Simply(2021) **URL**:https://paulgraham.com/simply.html
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    **URL**:https://paulgraham.com/simply.html
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    ### 3.5 How to Write Usefully(2020) **URL**:https://paulgraham.com/useful.html
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    **URL**:https://paulgraham.com/useful.html
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    ### 3.6 Putting Ideas into Words(2022) **URL**:https://paulgraham.com/words.html
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    **URL**:https://paulgraham.com/words.html
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    ### 4.1 How to Start a Startup(2005) **URL**:https://paulgraham.com/start.html
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    **URL**:https://paulgraham.com/start.html
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    ### 4.2 Do Things that Don't Scale(2013) **URL**:https://paulgraham.com/ds.html
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    **URL**:https://paulgraham.com/ds.html
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    ### 4.3 Startup = Growth(2012) **URL**:https://paulgraham.com/growth.html
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    **URL**:https://paulgraham.com/growth.html
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    ### 4.4 Default Alive or Default Dead?(2015) **URL**:https://paulgraham.com/aord.html
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    **URL**:https://paulgraham.com/aord.html
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    ### 4.5 Frighteningly Ambitious Startup Ideas(2012) **URL**:https://paulgraham.com/ambitious.html
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    **URL**:https://paulgraham.com/ambitious.html
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    ### 4.6 Schlep Blindness(2012) **URL**:https://paulgraham.com/schlep.html
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    **URL**:https://paulgraham.com/schlep.html
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    > 来源:一手 + [LinkedIn讨论](https://www.linkedin.com/posts/the-startup-archive_alexandr-wang-on-why-paul-grahams-schlep-activity-7369036483380314112-nd2v) | 可信度:★★★★★
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    ### 4.7 How to Get Startup Ideas(2012) **URL**:https://paulgraham.com/startupideas.html
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    **URL**:https://paulgraham.com/startupideas.html
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    ### 4.8 Founder Mode(2024年9月) **URL**:https://paulgraham.com/foundermode.html
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    **URL**:https://paulgraham.com/foundermode.html
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    > 来源:一手 + [Fortune](https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/)、[Wikipedia](https://en.wikipedia.org/wiki/Founder_mode) | 可信度:★★★★★
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    ### 5.1 How to Do Great Work(2023) **URL**:https://paulgraham.com/greatwork.html
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    **URL**:https://paulgraham.com/greatwork.html
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    ### 5.2 Superlinear Returns(2023) **URL**:https://paulgraham.com/superlinear.html
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    **URL**:https://paulgraham.com/superlinear.html
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    ### 5.3 Life is Short(2016) **URL**:https://paulgraham.com/vb.html
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    **URL**:https://paulgraham.com/vb.html
  • Network accessline 250
    ### 5.4 The Bus Ticket Theory of Genius(2019) **URL**:https://paulgraham.com/genius.html
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    **URL**:https://paulgraham.com/genius.html
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    ### 5.5 Keep Your Identity Small(2009) **URL**:https://paulgraham.com/identity.html
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    **URL**:https://paulgraham.com/identity.html
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    ### 5.6 What You Can't Say(2004) **URL**:https://paulgraham.com/say.html
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    **URL**:https://paulgraham.com/say.html
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    ### 5.7 How to Think for Yourself(2020) **URL**:https://paulgraham.com/think.html
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    **URL**:https://paulgraham.com/think.html
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    ### 5.8 The Four Quadrants of Conformism(2020) **URL**:https://paulgraham.com/conformism.html
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    **URL**:https://paulgraham.com/conformism.html
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    ### 5.9 What You'll Wish You'd Known(2005) **URL**:https://paulgraham.com/hs.html
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    **URL**:https://paulgraham.com/hs.html
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    ### 5.10 Maker's Schedule, Manager's Schedule(2009) **URL**:https://paulgraham.com/makersschedule.html
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    **URL**:https://paulgraham.com/makersschedule.html
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    ### 5.11 Mean People Fail(2014) **URL**:https://paulgraham.com/mean.html
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    **URL**:https://paulgraham.com/mean.html
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    > 来源:一手 + [Inc.反驳](https://www.inc.com/jeff-bercovici/paul-graham-mean-people-fail.html) | 可信度:★★★★☆(存在争议)
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    ### 5.12 The Submarine(2005) **URL**:https://paulgraham.com/submarine.html
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    **URL**:https://paulgraham.com/submarine.html
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    ### 6.1 Beating the Averages(2003) **URL**:https://paulgraham.com/avg.html
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    **URL**:https://paulgraham.com/avg.html
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    ### 7.1 Writes and Write-Nots(2024/2025) **URL**:https://paulgraham.com/writes.html
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    **URL**:https://paulgraham.com/writes.html
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    > 来源:一手 + [Medium分析](https://medium.com/blog/a-world-divided-into-writes-and-write-nots-is-more-dangerous-than-it-sounds-218cbb18ed89) | 可信度:★★★★★
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    ### 7.3 The Right Kind of Stubborn(2024年9月) **URL**:https://paulgraham.com/persistence.html(推测URL)
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    **URL**:https://paulgraham.com/persistence.html(推测URL)
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    ### 7.6 The Best Essay(2024年3月) **URL**:https://paulgraham.com/best.html
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    **URL**:https://paulgraham.com/best.html
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    > 来源:[CNBC](https://www.cnbc.com/2025/08/18/yc-co-founder-paul-graham-not-every-new-company-needs-to-be-about-ai.html) | 可信度:★★★★★
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    > 来源:[paulgraham.com/books.html](https://www.paulgraham.com/books.html)、[kevinrooke.com](https://www.kevinrooke.com/book-recommendations/paul-graham)、[readthistwice.com](https://www.readthistwice.com/person/paul-graham) | 一手+二手
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    > 来源:[Ellen Fishbein分析](https://ellenrhymes.com/paul-graham)、[Quora讨论](https://www.quora.com/What-makes-Paul-Grahams-essays-so-good)、[Billy Oppenheimer](https://billyoppenheimer.com/paul-graham-essays/) | 二手+部分一手

examples/paul-graham-perspective/references/research/02-conversations.md

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    - **关键信息**:这是PG最新的深度播客之一,聚焦YC内部历史 - **可信度**:一手,PG本人参与 - **来源**:https://x.com/jesslivingston/status/2034686385815240894 / https://open.spotify.com/episode/5ScxVmlOhr7vqBmrS6FuXr
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    - **来源**:https://x.com/jesslivingston/status/2034686385815240894 / https://open.spotify.com/episode/5ScxVmlOhr7vqBmrS6FuXr
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    - **思维方式洞察**:PG在被追问时倾向于先承认不确定性,再用具体案例推理。他的回答经常从「Well...」开始,像在实时思考而非背诵答案 - **可信度**:一手,完整文字稿 - **来源**:https://conversationswithtyler.com/episodes/paul-graham/ / https://marginalrevolution.com/marginalrevolution/2023/08/my-very-excellent-conve
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    - **来源**:https://conversationswithtyler.com/episodes/paul-graham/ / https://marginalrevolution.com/marginalrevolution/2023/08/my-very-excellent-conversation-with-paul-graham.html
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    - **思维方式洞察**:PG极度反感「灯泡时刻」叙事,认为好想法的诞生过程是混乱的,事后才被整理成线性故事 - **可信度**:一手,PG本人参与 - **来源**:https://www.ycombinator.com/blog/a-conversation-with-paul-graham-moderated-by-geoff-ralston/ / https://jotengine.com/transcriptions/J0NCIdY1GVK0eICSBdQfRQ
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    - **来源**:https://www.ycombinator.com/blog/a-conversation-with-paul-graham-moderated-by-geoff-ralston/ / https://jotengine.com/transcriptions/J0NCIdY1GVK0eICSBdQfRQ
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    - **思维方式洞察**:PG在谈论个人关系时比谈论技术/商业时更直接坦率,没有那种essay中精心雕琢的语言 - **可信度**:一手 - **来源**:https://www.bloomberg.com/news/videos/2014-10-10/paul-graham-jessica-livingston-studio-10-1009
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    - **来源**:https://www.bloomberg.com/news/videos/2014-10-10/paul-graham-jessica-livingston-studio-10-1009
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    - **思维方式洞察**:PG将YC视为「意外」,他的核心身份认同始终是writer和programmer,不是investor或VC - **可信度**:一手 - **来源**:https://www.thepullrequest.com/p/pr-interviews-paul-graham
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    - **来源**:https://www.thepullrequest.com/p/pr-interviews-paul-graham
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    - **思维方式洞察**:PG把写作视为thinking out loud,不是先想好再写,而是通过写来发现想法。这解释了他essay的探索性风格 - **可信度**:一手 - **来源**:https://www.writingroutines.com/paul-graham-interview/
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    - **来源**:https://www.writingroutines.com/paul-graham-interview/
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    - **思维方式洞察**:PG的立场在这里发生了微妙变化——早期YC以资助年轻创始人闻名(Dropbox、Reddit创始人都很年轻),但到2018年他开始公开警告太年轻创业的风险 - **可信度**:一手 - **来源**:https://techcrunch.com/2018/09/01/paul-graham-on-why-he-doesnt-like-seeing-college-age-and-younger-founders/
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    - **来源**:https://techcrunch.com/2018/09/01/paul-graham-on-why-he-doesnt-like-seeing-college-age-and-younger-founders/
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    - 关于Web应用设计:「Design for the person who has their finger poised over the back button.」 - **可信度**:一手 - **来源**:https://mixergy.com/interviews/y-combinator-paul-graham/ / https://mixergy.com/paul-graham-design/
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    - **来源**:https://mixergy.com/interviews/y-combinator-paul-graham/ / https://mixergy.com/paul-graham-design/
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    - **思维方式洞察**:PG的诚实程度很高,面对学生时没有装作很忙很高产,直接承认自己在摸鱼看新闻 - **可信度**:一手 - **来源**:https://thepolitic.org/an-interview-with-paul-graham-founder-of-y-combinator/
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    - **来源**:https://thepolitic.org/an-interview-with-paul-graham-founder-of-y-combinator/
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    - 「They succeed or fail based on the qualities of the founders.」/ 「The economy is a rounding error compared to the founders.」 - **可信度**:部分一手,部分可能来自essay复述 - **来源**:https://www.moonshots.io/episode-46-paul-graham-investor
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    - **来源**:https://www.moonshots.io/episode-46-paul-graham-investor
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    - **The (Actual) FR Interview**:PG对某次采访被曲解后,自行发布的完整版本   - 来源:https://www.paulgraham.com/frinterview.html
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    - 来源:https://www.paulgraham.com/frinterview.html
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    - **Interview by a 15 Year Old**:被15岁少年采访   - 来源:https://paulgraham.com/int15.html - **An Interview by a Seventh Grader**:被七年级学生采访
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    - 来源:https://paulgraham.com/int15.html
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    - **An Interview by a Seventh Grader**:被七年级学生采访   - 来源:https://paulgraham.com/int.html - **思维方式洞察**:PG会主动发布「校正版」采访稿,说明他对被误引非常敏感。接受青少年采访说明他重视与初学者对话的价值
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    - 来源:https://paulgraham.com/int.html
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    - **核心论点**:创业的反直觉性——「Startups are so weird, that if you follow your instincts they will lead you astray.」 - **可信度**:一手 - **来源**:https://paulgraham.com/before.html / https://archive.org/details/Lecture3BeforeTheStartupPaulGraham
  • Network accessline 138
    - **来源**:https://paulgraham.com/before.html / https://archive.org/details/Lecture3BeforeTheStartupPaulGraham
  • Network accessline 151
    - **矛盾记录**:PG自己在不同推文中也用过「complicated」和「novel」这类他批评的词 - **可信度**:一手(PG的推文)+ 二手(批评者的分析) - **来源**:https://popcentraltv.com/2024/04/10/paul-graham-vs-nigeria-how-delve-sparked-the-row/ / https://medium.com/@moyosoreale/the-paul-graham-vs-nigeria
  • Network accessline 153
    - **来源**:https://popcentraltv.com/2024/04/10/paul-graham-vs-nigeria-how-delve-sparked-the-row/ / https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa
  • Network accessline 159
    - **结果**:不到24小时恢复账号,Twitter撤销了该政策 - **思维方式洞察**:PG愿意承受被封号的代价来表达立场,但措辞极度克制——没有攻击Musk,只说「这对我来说太过分了」。这是典型的PG风格:原则坚定但语言柔和 - **来源**:https://fortune.com/2022/12/18/twitter-suspends-paul-graham-venture-capitalist-supportive-of-elon-musk-after-he-tw
  • Network accessline 161
    - **来源**:https://fortune.com/2022/12/18/twitter-suspends-paul-graham-venture-capitalist-supportive-of-elon-musk-after-he-tweets-about-mastodon-link/
  • Network accessline 166
    - **Twitter链接降权**(2024年12月):「The deprioritization of tweets with links in them is Twitter's biggest flaw. It bothers me more than all the new right-wing trolls. Trolls I'm used to, but what draws me to Twitter is to find out what's going on
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    - **来源**:https://x.com/paulg/status/1840318262870974576 / https://x.com/paulg/status/1860810383021277424
  • Network accessline 172
    - PG发推称看到了「最一边倒的Twitter争论」:「All the people who understand tech, on both right and left, are on one side, and the other side is just anonymous accounts and political commentators.」(3.6M views) - **思维方式洞察**:PG把争论分为「懂技术的人」vs「不懂的人」,这是他典型的分类方式——
  • Network accessline 174
    - **来源**:https://x.com/paulg/status/1872370930724507909
  • Network accessline 179
    - Palantir高管Ted Mabrey回应:期待你这条推文带来的求职者。PG追问:Palantir能否公开承诺不建造违宪的工具?Mabrey称这是「法庭诡辩术」 - **思维方式洞察**:PG在政治议题上的介入方式——不直接攻击公司/政策本身,而是对程序员的职业选择施加道德压力。用「police state」这种重话,但针对的是系统而非个人 - **来源**:https://siliconangle.com/2025/04/21/paul-graham-criticiz
  • Network accessline 181
    - **来源**:https://siliconangle.com/2025/04/21/paul-graham-criticizes-palantir-immigrationos-contract-ice/ / https://techcrunch.com/2025/04/20/palantir-exec-defends-companys-immigration-surveillance-work/
  • Network accessline 185
    - 对Sam Altman说:「Sam, if all these politicians are going to start using ChatGPT to generate their policies, you'd better focus on making it generate better policies. Or we could focus on electing better politicians. But I doubt we can improv
  • Network accessline 187
    - **来源**:https://x.com/paulg/status/1911780060488700006
  • Network accessline 191
    - 「One of the most surprising things I've learned from Twitter is how petty and dishonest many professors are. When I was in college they seemed like gods. But I suspect pettiness and dishonesty were as prevalent then. They just didn't show
  • Network accessline 193
    - **来源**:https://x.com/paulg/status/1804907356246904859
  • Network accessline 206
    - **思维方式洞察**:PG善于给现象命名——「Founder Mode vs Manager Mode」的二分法极具传播力,但批评者认为这过度简化了管理的复杂性。PG的写作策略是:先给现象一个好名字,然后用essay填充内容 - **矛盾记录**:PG把Chesky的个案经验提升为普遍原则,但他自己经常警告不要从个案过度推广 - **来源**:https://paulgraham.com/foundermode.html / https://fortune.com/202
  • Network accessline 208
    - **来源**:https://paulgraham.com/foundermode.html / https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/ / https://davekarpf.substack.com/p/paul-graham-and-the-cult-of-the-founder
  • Network accessline 218
    - **PG的回应**:被大规模抨击后,写了一个简化版本试图clarify - **思维方式洞察**:PG在这个话题上展现了一种典型的思维盲区——他从创始人的视角思考inequality(创始人创造财富 = 好的不平等),忽略了系统性的结构问题。被挑战后的反应是「你们误解了我」而非「我可能遗漏了什么」 - **来源**:https://paulgraham.com/ineq.html / https://wtfeconomy.com/what-paul-graham-is-m
  • Network accessline 220
    - **来源**:https://paulgraham.com/ineq.html / https://wtfeconomy.com/what-paul-graham-is-missing-about-inequality-a9f7e1613059 / https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view
  • Network accessline 227
    - **后续**:写了「Female Founders」essay (paulgraham.com/ff.html) - **思维方式洞察**:PG对被误引极度敏感,会花大量精力写长文纠正。他的核心论点实际上是关于pipeline问题(问题在上游10年前),不是关于女性能力,但他在采访中的表述确实不够谨慎 - **来源**:https://www.paulgraham.com/wids.html / https://www.inc.com/issie-lapowsky/pau
  • Network accessline 229
    - **来源**:https://www.paulgraham.com/wids.html / https://www.inc.com/issie-lapowsky/paul-graham-responds-founder-accents-controversy.html
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    - 引发关于歧视和偏见的讨论 - PG写了回应essay - **来源**:https://paulgraham.com/accents.html / https://www.inc.com/issie-lapowsky/paul-graham-responds-founder-accents-controversy.html
  • Network accessline 236
    - **来源**:https://paulgraham.com/accents.html / https://www.inc.com/issie-lapowsky/paul-graham-responds-founder-accents-controversy.html
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    1. **年轻创始人**:早期YC以资助极年轻创始人闻名(Reddit的Alexis Ohanian、Dropbox的Drew Houston),PG自己2005-2012年间的文章对年轻创始人非常乐观。但到2018年TechCrunch采访中,他明确说不喜欢看到大学年龄甚至更年轻的创始人,称之为「premature optimization」。这是一个可验证的立场变化    - **来源**:https://techcrunch.com/2018/09/01/paul-gr
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    - **来源**:https://techcrunch.com/2018/09/01/paul-graham-on-why-he-doesnt-like-seeing-college-age-and-younger-founders/
  • Network accessline 338
    | 来源 | 类型 | URL | 一手/二手 | 推荐优先级 | |------|------|-----|-----------|-----------| | Conversations with Tyler Ep.186 | 播客+文字稿 | https://conversationswithtyler.com/episodes/paul-graham/ | 一手 | ⭐⭐⭐⭐⭐ |
  • Network accessline 339
    |------|------|-----|-----------|-----------| | Conversations with Tyler Ep.186 | 播客+文字稿 | https://conversationswithtyler.com/episodes/paul-graham/ | 一手 | ⭐⭐⭐⭐⭐ | | Geoff Ralston对话 | YC视频+文字稿 | https://www.ycombinator.com/blog/a-conversatio
  • Network accessline 340
    | Conversations with Tyler Ep.186 | 播客+文字稿 | https://conversationswithtyler.com/episodes/paul-graham/ | 一手 | ⭐⭐⭐⭐⭐ |
  • Network accessline 341
    | Geoff Ralston对话 | YC视频+文字稿 | https://www.ycombinator.com/blog/a-conversation-with-paul-graham-moderated-by-geoff-ralston/ | 一手 | ⭐⭐⭐⭐⭐ |
  • Network accessline 342
    | Social Radars 2025 | 播客 | https://open.spotify.com/episode/5ScxVmlOhr7vqBmrS6FuXr | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 343
    | Bloomberg Studio 1.0 | 电视采访 | https://www.bloomberg.com/news/videos/2014-10-10/paul-graham-jessica-livingston-studio-10-1009 | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 344
    | Pull Request采访 | 文章 | https://www.thepullrequest.com/p/pr-interviews-paul-graham | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 345
    | Writing Routines采访 | 文章 | https://www.writingroutines.com/paul-graham-interview/ | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 346
    | TechCrunch 2018 | 采访 | https://techcrunch.com/2018/09/01/paul-graham-on-why-he-doesnt-like-seeing-college-age-and-younger-founders/ | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 347
    | The Politic (Yale) | 采访 | https://thepolitic.org/an-interview-with-paul-graham-founder-of-y-combinator/ | 一手 | ⭐⭐⭐ |
  • Network accessline 348
    | Mixergy | 播客 | https://mixergy.com/interviews/y-combinator-paul-graham/ | 一手 | ⭐⭐⭐ |
  • Network accessline 349
    | paulgraham.com自有采访 | 文章 | https://www.paulgraham.com/frinterview.html | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 350
    | @paulg Twitter/X | 社交媒体 | https://x.com/paulg | 一手 | ⭐⭐⭐⭐ |
  • Network accessline 351
    | Founders Podcast #275/#276/#314 | 播客 | https://colossus.com/episode/senra-paul-grahams-essays/ | 二手(David Senra解读) | ⭐⭐⭐ |

examples/paul-graham-perspective/references/research/03-expression-dna.md

  • Network accessline 14
    - Sasha Chapin的分析:PG"不是一个简单的写作者。他复杂而精微。只是复杂性不在词汇层面,所以你不注意看就发现不了"。(来源:[Sasha Chapin, Substack](https://sashachapin.substack.com/p/paul-graham-isnt-a-simple-writer))
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    - Henry Oliver的分析:PG的风格类似于"戏剧或电影的现实主义"——模拟真实对话,但经过精心结构化。他用"简单的原子"组合出"近乎完美的节奏"。(来源:[Henry Oliver, Common Reader](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric))
  • Network accessline 18
    - 约70%的essays包含"for example"一词,说明抽象观点后最多间隔1-2句就会接一个具体例子 - 200+篇essays,跨越25+年持续输出 - 偏好Germanic(日耳曼)词根的简单词汇,但实证分析显示其Latinate词比例与Sam Altman等同行无显著差异(来源:[Arjun Panickssery, Substack](https://arjunpanickssery.substack.com/p/germanic-vs-latinate-w
  • Network accessline 20
    - 偏好Germanic(日耳曼)词根的简单词汇,但实证分析显示其Latinate词比例与Sam Altman等同行无显著差异(来源:[Arjun Panickssery, Substack](https://arjunpanickssery.substack.com/p/germanic-vs-latinate-words-in-writing))
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    (来源:[Henry Oliver分析](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric))
  • Network accessline 79
    (来源:[Sasha Chapin分析](https://sashachapin.substack.com/p/paul-graham-isnt-a-simple-writer))
  • Network accessline 112
    (来源:[Paul Graham @paulg on X](https://x.com/paulg))
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    (来源:[Medium分析](https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa)、[Fortune报道](https://fortune.com/2022/12/18/twitter-suspends-paul-graham-venture-capital
  • Network accessline 177
    | 维度 | 具体做法 | 来源 | |------|---------|------| | **日常时间** | 早上送孩子上学后到下午接孩子前,约5小时 | [Writing Routines采访](https://www.writingroutines.com/paul-graham-interview/) |
  • Network accessline 178
    |------|---------|------| | **日常时间** | 早上送孩子上学后到下午接孩子前,约5小时 | [Writing Routines采访](https://www.writingroutines.com/paul-graham-interview/) | | **工作环境** | 安静的房间、可关的门、至少一扇窗 | 同上 |
  • Network accessline 179
    | **日常时间** | 早上送孩子上学后到下午接孩子前,约5小时 | [Writing Routines采访](https://www.writingroutines.com/paul-graham-interview/) |
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    | **工作环境** | 安静的房间、可关的门、至少一扇窗 | 同上 | | **写作方式** | 先出rough draft,然后反复修改,大量删除 | [Writing, Briefly](https://paulgraham.com/writing44.html) | | **修改强度** | 发表前每句话读100遍以上 | [How to Write Usefully](https://paulgraham.com/useful.html) |
  • Network accessline 181
    | **写作方式** | 先出rough draft,然后反复修改,大量删除 | [Writing, Briefly](https://paulgraham.com/writing44.html) |
  • Network accessline 182
    | **修改强度** | 发表前每句话读100遍以上 | [How to Write Usefully](https://paulgraham.com/useful.html) |
  • Network accessline 199
    (来源:[How to Write Usefully](https://paulgraham.com/useful.html))
  • Network accessline 221
    (来源:[Henry Oliver分析](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric))
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    PG在个人网站维护了一个[名言页](https://www.paulgraham.com/quo.html),收录了Churchill、Feynman、Munger、Alan Kay等人的话。值得注意的共性:这些名言都极度简洁、有力、反常规。这反映了PG自身的审美标准。
  • Network accessline 337
    ### PG原文 - [Write Like You Talk](https://paulgraham.com/talk.html)
  • Network accessline 338
    - [Write Like You Talk](https://paulgraham.com/talk.html)
  • Network accessline 339
    - [Writing, Briefly](https://paulgraham.com/writing44.html)
  • Network accessline 340
    - [Write Simply](https://www.paulgraham.com/simply.html)
  • Network accessline 341
    - [How to Write Usefully](https://paulgraham.com/useful.html)
  • Network accessline 342
    - [Good Writing](https://paulgraham.com/goodwriting.html)
  • Network accessline 343
    - [How to Disagree](https://paulgraham.com/disagree.html)
  • Network accessline 344
    - [Writing and Speaking](https://paulgraham.com/speak.html)
  • Network accessline 345
    - [Writes and Write-Nots](https://paulgraham.com/writes.html)
  • Network accessline 346
    - [Paul Graham Quotes Page](https://www.paulgraham.com/quo.html)
  • Network accessline 348
    ### 风格分析 - [Henry Oliver: Paul Graham's Plain Rhetoric](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric)
  • Network accessline 349
    - [Henry Oliver: Paul Graham's Plain Rhetoric](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric)
  • Network accessline 350
    - [Sasha Chapin: Paul Graham Isn't a Simple Writer](https://sashachapin.substack.com/p/paul-graham-isnt-a-simple-writer)
  • Network accessline 351
    - [Paul Graham 101 (Jaakko)](https://www.jaakkoj.com/blog/graham)
  • Network accessline 352
    - [Adarsh Badri: Paul Graham Writing Notes](https://adarshbadri.me/on-writing/paul-graham-writing-notes/)
  • Network accessline 353
    - [Germanic vs Latinate Words Analysis](https://arjunpanickssery.substack.com/p/germanic-vs-latinate-words-in-writing)
  • Network accessline 355
    ### 采访与过程 - [Writing Routines Interview](https://www.writingroutines.com/paul-graham-interview/)
  • Network accessline 356
    - [Writing Routines Interview](https://www.writingroutines.com/paul-graham-interview/)
  • Network accessline 358
    ### 争议事件 - [Delve门 - Medium分析](https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa)
  • Network accessline 359
    - [Delve门 - Medium分析](https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa)
  • Network accessline 360
    - [Twitter封号 - Fortune](https://fortune.com/2022/12/18/twitter-suspends-paul-graham-venture-capitalist-supportive-of-elon-musk-after-he-tweets-about-mastodon-link/)
  • Network accessline 361
    - [女性与科技 - Inc.com](https://www.inc.com/issie-lapowsky/paul-graham-women-in-tech.html)
  • Network accessline 363
    ### 语录合集 - [50 Quotes from Paul Graham - Glasp](https://blog.glasp.co/50-quotes-from-paul-graham/)
  • Network accessline 364
    - [50 Quotes from Paul Graham - Glasp](https://blog.glasp.co/50-quotes-from-paul-graham/)
  • Network accessline 365
    - [Paul Graham Quotes - Goodreads](https://www.goodreads.com/author/quotes/23551.Paul_Graham)
  • Network accessline 366
    - [Paul Graham @paulg on X](https://x.com/paulg)

examples/paul-graham-perspective/references/research/04-external-views.md

  • Network accessline 21
    **来源**: [Thought Leaders and Chicken Sexers - ideolalia.com](https://ideolalia.com/essays/thought-leaders-and-chicken-sexers.html)
  • Network accessline 32
    **来源**: [Paul Graham's Participatory Narcissism - Coding Horror](https://blog.codinghorror.com/paul-grahams-participatory-narcissism/)
  • Network accessline 44
    **来源**: [Remember When Paul Graham Was Right? - Vicki Boykis](https://vicki.substack.com/p/remember-when-paul-graham-was-right)
  • Network accessline 65
    **来源**: - [What Paul Graham Is Missing About Inequality - Tim O'Reilly](https://wtfeconomy.com/what-paul-graham-is-missing-about-inequality-a9f7e1613059)
  • Network accessline 66
    - [What Paul Graham Is Missing About Inequality - Tim O'Reilly](https://wtfeconomy.com/what-paul-graham-is-missing-about-inequality-a9f7e1613059)
  • Network accessline 67
    - [How Paul Graham Gets It Wrong - Seth Bannon](https://medium.com/@sethbannon/how-paul-graham-gets-it-wrong-in-economic-inequality-6cdb71c45136)
  • Network accessline 68
    - [What Paul Graham Got Wrong - Dare Obasanjo](https://dareobasanjo.medium.com/what-paul-graham-got-wrong-about-income-inequality-198bdf5d9734)
  • Network accessline 69
    - [Paul Graham accidentally explained everything wrong with Silicon Valley's world view - Quartz](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)
  • Network accessline 70
    - [Y Combinator Founder Under Fire - Inc.com](https://www.inc.com/tess-townsend/paul-graham-economic-inequality-people-disagree.html)
  • Network accessline 86
    **来源**: - [Founder Mode - Wikipedia](https://en.wikipedia.org/wiki/Founder_mode)
  • Network accessline 87
    - [Founder Mode - Wikipedia](https://en.wikipedia.org/wiki/Founder_mode)
  • Network accessline 88
    - [Paul Graham's founder mode essay blasts conventional wisdom - Fortune](https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/)
  • Network accessline 89
    - ['Founder mode' is the latest Silicon Valley buzzword - CNN](https://www.cnn.com/2024/09/11/business/founder-mode-meaning-vs-manager-nightcap)
  • Network accessline 90
    - [Reflections on Founder Mode - Oxide](https://oxide.computer/blog/reflections-on-founder-mode)
  • Network accessline 105
    **来源**: - [Paul Graham Responds to Founder Accents Backlash - Inc.com](https://www.inc.com/issie-lapowsky/paul-graham-responds-founder-accents-controversy.html)
  • Network accessline 106
    - [Paul Graham Responds to Founder Accents Backlash - Inc.com](https://www.inc.com/issie-lapowsky/paul-graham-responds-founder-accents-controversy.html)
  • Network accessline 107
    - [Major FWD.us Donor Says "Strong Foreign Accent" Makes You a Bad CEO - Valleywag](https://valleywag.gawker.com/major-fwd-us-donor-says-a-strong-foreign-accent-makes-1208418411)
  • Network accessline 119
    **来源**: - [The Paul Graham vs Nigerian Twitter Saga - Moyosore Ale](https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa)
  • Network accessline 120
    - [The Paul Graham vs Nigerian Twitter Saga - Moyosore Ale](https://medium.com/@moyosoreale/the-paul-graham-vs-nigerian-twitter-saga-lexical-racism-and-language-bias-masked-as-chatgpt-53ee9f6459aa)
  • Network accessline 121
    - [Nigerians tackle American author - Vanguard](https://www.vanguardngr.com/2024/04/nigerians-tackle-american-author-for-claiming-delve-is-only-used-by-chatgpt/)
  • Network accessline 122
    - [Paul Graham vs Nigeria: How "Delve" Sparked The Row - Popcentral](https://popcentraltv.com/2024/04/10/paul-graham-vs-nigeria-how-delve-sparked-the-row/)
  • Network accessline 134
    **来源**: - [Paul Graham, proto-techbro - Dave Karpf](https://davekarpf.substack.com/p/paul-graham-proto-techbro)
  • Network accessline 135
    - [Paul Graham, proto-techbro - Dave Karpf](https://davekarpf.substack.com/p/paul-graham-proto-techbro)
  • Network accessline 136
    - [The Trouble with Paul Graham and Female Founders - Inc.com](https://www.inc.com/kimberly-weisul/paul-graham-female-founders.html)
  • Network accessline 137
    - [Is The Tech Industry Sexist? - Bustle](https://www.bustle.com/articles/11609-is-the-tech-industry-sexist-paul-graham-and-the-latest-scandal-in-tech)
  • Network accessline 154
    **来源**: [Paul Graham and Peter Thiel Startup Notes - maddhruv.dev](https://www.maddhruv.dev/blog/paul-graham-and-peter-thiel-startup-notes)
  • Network accessline 163
    **来源**: [Elon Musk Responds After Paul Graham Says Twitter Name Change 'Was A Waste Of Time' - Benzinga](https://www.benzinga.com/news/24/09/41087287/elon-musk-responds-after-y-combinators-paul-graham-says-twitter-name-change-was-a-waste-of
  • Network accessline 171
    **来源**: - [Paul Graham claims Sam Altman wasn't fired - TechCrunch](https://techcrunch.com/2024/05/30/paul-graham-claims-altman-wasnt-fired-from-y-combinator/)
  • Network accessline 172
    - [Paul Graham claims Sam Altman wasn't fired - TechCrunch](https://techcrunch.com/2024/05/30/paul-graham-claims-altman-wasnt-fired-from-y-combinator/)
  • Network accessline 173
    - [Veteran investor Paul Graham breaks down why Sam Altman left YC - Yahoo](https://www.yahoo.com/tech/veteran-investor-paul-graham-breaks-203635462.html)
  • Network accessline 188
    **来源**: [Paul Graham Sucks - The Luddite](https://theluddite.org/post/paul-graham.html)
  • Network accessline 199
    **来源**: [Paul Graham has accidentally explained everything wrong with SV's world view - Quartz](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)
  • Network accessline 208
    **来源**: [Most Startup Advice Is Survivorship Bias from Outliers](https://blog.mean.ceo/startup-advice-bias/)
  • Network accessline 227
    **来源**: - [Paul Graham's Plain Rhetoric - Henry Oliver](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric)
  • Network accessline 228
    - [Paul Graham's Plain Rhetoric - Henry Oliver](https://www.commonreader.co.uk/p/paul-grahams-plain-rhetoric)
  • Network accessline 229
    - [Paul Graham and not being as right as he could be - Jake Seliger](https://jakeseliger.com/2011/12/02/paul-graham-and-not-being-as-right-as-he-could-be-in-the-age-of-the-essay/)
  • Network accessline 230
    - [Paul Graham on Writing: What Went Wrong - Grey Enlightenment](https://greyenlightenment.com/2021/03/27/paul-graham-on-writing-what-went-wrong/)
  • Network accessline 249
    **来源**: - [Paul Graham (programmer) - Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))
  • Network accessline 250
    - [Paul Graham (programmer) - Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))
  • Network accessline 251
    - [Beating the Averages - paulgraham.com](https://paulgraham.com/avg.html)
  • Network accessline 273
    **来源**: - [Paul Graham and the Cult of the Founder - Dave Karpf](https://davekarpf.substack.com/p/paul-graham-and-the-cult-of-the-founder)
  • Network accessline 274
    - [Paul Graham and the Cult of the Founder - Dave Karpf](https://davekarpf.substack.com/p/paul-graham-and-the-cult-of-the-founder)
  • Network accessline 275
    - [Paul Graham, proto-techbro - Dave Karpf](https://davekarpf.substack.com/p/paul-graham-proto-techbro)

examples/paul-graham-perspective/references/research/05-decisions.md

  • Network accessline 14
    - 康奈尔大学本科(1986年BA),哈佛大学计算机科学硕士+博士 - 在哈佛读PhD期间报了人生第一堂美术课,此后去了RISD(罗德岛设计学院)和佛罗伦萨美术学院(Accademia di Belle Arti)学画 - 来源:[Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))、[paulgraham.com/bio.html](https://paulgraham.com/bio.html
  • Network accessline 16
    - 来源:[Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))、[paulgraham.com/bio.html](https://paulgraham.com/bio.html)
  • Network accessline 19
    - 做startup是为了赚够钱去全职画画、付学费——"我想象自己靠版税过节俭生活,把所有时间花在画画上" - 后来意识到"为什么不变得有钱?那我就能做任何想做的事"——这是一个关键的心智转变 - 来源:[retireinprogress.com](https://retireinprogress.com/the-almanack-of-paul-graham/)
  • Network accessline 21
    - 来源:[retireinprogress.com](https://retireinprogress.com/the-almanack-of-paul-graham/)
  • Network accessline 31
    - 1993-2020年间在个人网站发表了188篇essay,总计约50万字(约1000页) - "Do Things that Don't Scale"(2013)、"Maker's Schedule, Manager's Schedule"、"Founder Mode"(2024)等成为创业者必读 - 来源:[billyoppenheimer.com](https://billyoppenheimer.com/paul-graham-essays/)
  • Network accessline 33
    - 来源:[billyoppenheimer.com](https://billyoppenheimer.com/paul-graham-essays/)
  • Network accessline 36
    - "Writing doesn't just communicate ideas; it generates them." 写作不只是传递想法,写作本身就在生成想法 - 在2024年essay "Writes and Write-Nots"中,他预言AI时代会出现"会写的人"和"不会写的人"的分化——writing is thinking - 来源:[paulgraham.com/articles.html](https://paulgraham.com/articles.
  • Network accessline 38
    - 来源:[paulgraham.com/articles.html](https://paulgraham.com/articles.html)
  • Network accessline 54
    - 花了6个月试图卖给不想要的人,这段经历直接催生了YC的motto:"Make something people want" - 之后发现在线商店才是真正的需求,而他们做画廊网站的技术完全适用 - 来源:[Wikipedia/Viaweb](https://en.wikipedia.org/wiki/Viaweb)、[ContentEdge](https://www.contentedge.com/blog/who-is-paul-graham-and-why-is-he-
  • Network accessline 56
    - 来源:[Wikipedia/Viaweb](https://en.wikipedia.org/wiki/Viaweb)、[ContentEdge](https://www.contentedge.com/blog/who-is-paul-graham-and-why-is-he-so-influential)
  • Network accessline 69
    - Jerry Yang收到Ali Partovi的强烈推荐后推动了这笔收购 - 收购后产品变成Yahoo Store,PG在一年内离开Yahoo,Morris随后也离开 - 来源:[HN讨论](https://news.ycombinator.com/item?id=5738969)、[paulgraham.com/vw.html](https://www.paulgraham.com/vw.html)、[Wikipedia](https://en.wikipedia.or
  • Network accessline 71
    - 来源:[HN讨论](https://news.ycombinator.com/item?id=5738969)、[paulgraham.com/vw.html](https://www.paulgraham.com/vw.html)、[Wikipedia](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))
  • Network accessline 88
    - 2005年在哈佛计算机协会做了"How to Start a Startup"演讲,随后正式创立YC - 联合创始人:PG、Jessica Livingston、Robert Tappan Morris、Trevor Blackwell - 来源:[paulgraham.com/ycstart.html](https://paulgraham.com/ycstart.html)、[YC Blog](https://www.ycombinator.com/blog/paul
  • Network accessline 90
    - 来源:[paulgraham.com/ycstart.html](https://paulgraham.com/ycstart.html)、[YC Blog](https://www.ycombinator.com/blog/paul-graham-startup-school-radio-interview/)
  • Network accessline 102
    - Batch模式是"一个hack"——一次性投了一批公司,因为他们想快速学习如何当投资人 - 后来PG自己意识到:他们"无意中把大规模生产技术应用到了VC行业,这个行业传统上是纯手工的" - 来源:[Mixergy采访](https://mixergy.com/interviews/y-combinator-paul-graham/)、[paulgraham.com/ycstart.html](https://paulgraham.com/ycstart.html)
  • Network accessline 104
    - 来源:[Mixergy采访](https://mixergy.com/interviews/y-combinator-paul-graham/)、[paulgraham.com/ycstart.html](https://paulgraham.com/ycstart.html)
  • Network accessline 121
    - 偏好2-3人团队,接受solo founder但不鼓励 - YC录取率仅3% - 来源:[Capitaly](https://www.capitaly.vc/blog/top-y-combinator-startups-applying-paul-grahams-investment-philosophy)、[gavrilobozovic.com](https://www.gavrilobozovic.com/thoughts/paul-graham)
  • Network accessline 123
    - 来源:[Capitaly](https://www.capitaly.vc/blog/top-y-combinator-startups-applying-paul-grahams-investment-philosophy)、[gavrilobozovic.com](https://www.gavrilobozovic.com/thoughts/paul-graham)
  • Network accessline 145
    - 截至2025年,YC投资了5000+家公司,合计估值$6000亿 - 来源:[Wikipedia/Y_Combinator](https://en.wikipedia.org/wiki/Y_Combinator)、[Eqvista](https://eqvista.com/top-100-y-combinator-companies/)、[Sherwood News](https://sherwood.news/business/y-combinator-venture-
  • Network accessline 146
    - 来源:[Wikipedia/Y_Combinator](https://en.wikipedia.org/wiki/Y_Combinator)、[Eqvista](https://eqvista.com/top-100-y-combinator-companies/)、[Sherwood News](https://sherwood.news/business/y-combinator-venture-model/)
  • Network accessline 152
    - **VEED.IO**:2019年进入YC最终面试,被拒。2022年Sequoia投了$35M,目前年收入$50M、10万付费用户。VEED是YC明确错过的成功案例 - **WakeMate/Perfect Third**:YC投了但产品字面意义上起火了(硬件产品),公司倒闭。YC也有失败案例 - 来源:[Inc.com](https://www.inc.com/magazine/201309/issie-lapowsky/how-paul-graham-became-s
  • Network accessline 154
    - 来源:[Inc.com](https://www.inc.com/magazine/201309/issie-lapowsky/how-paul-graham-became-successful.html)
  • Network accessline 167
    - 2014年2月,PG宣布不再负责YC日常运营 - Sam Altman接任YC总裁(Altman自2011年起就是YC合伙人) - 来源:[TechCrunch](https://techcrunch.com/2014/02/21/sam-altman-taking-over-as-president-of-y-combinator-replacing-paul-graham-at-the-helm/)、[Inc.com](https://www.inc.com/alys
  • Network accessline 169
    - 来源:[TechCrunch](https://techcrunch.com/2014/02/21/sam-altman-taking-over-as-president-of-y-combinator-replacing-paul-graham-at-the-helm/)、[Inc.com](https://www.inc.com/alyson-shontell/paul-graham-will-no-longer-lead-y-combinator.html)
  • Network accessline 173
    - "I'm just not much good at running the sort of (comparatively) large organization YC is going to have to become." - "Sam is what YC needs at this stage in its evolution." - 来源:[Inc.com](https://www.inc.com/alyson-shontell/paul-graham-will
  • Network accessline 175
    - 来源:[Inc.com](https://www.inc.com/alyson-shontell/paul-graham-will-no-longer-lead-y-combinator.html)
  • Network accessline 200
    - YC的后期基金投资了OpenAI营利子公司$10M——PG声称这笔投资发生在Altman全职加入OpenAI之前,且PG本人并不知情 - 2019年OpenAI成立营利子公司、Altman任CEO后,Jessica Livingston告诉Altman必须"二选一"——全职做OpenAI就得找人接替YC。Altman同意了 - 来源:[TechCrunch](https://techcrunch.com/2024/05/30/paul-graham-claims-altm
  • Network accessline 202
    - 来源:[TechCrunch](https://techcrunch.com/2024/05/30/paul-graham-claims-altman-wasnt-fired-from-y-combinator/)、[Washington Post](https://www.washingtonpost.com/technology/2023/11/22/sam-altman-fired-y-combinator-paul-graham/)
  • Network accessline 219
    - 住在乡村而非伦敦 - 2021年在Twitter上说"Today's our 5th anniversary of moving back to England" - 来源:[X/Twitter @paulg](https://x.com/paulg/status/1408336840881487877)、[HN讨论](https://news.ycombinator.com/item?id=37072542)
  • Network accessline 221
    - 来源:[X/Twitter @paulg](https://x.com/paulg/status/1408336840881487877)、[HN讨论](https://news.ycombinator.com/item?id=37072542)
  • Network accessline 224
    - 如果用一个词形容为什么喜欢英格兰:"calmer"(更平静) - 也发推分享英格兰乡村的美景,说"这就是默认的乡村风景" - 来源:[X/Twitter @paulg](https://x.com/paulg/status/1665008505072263173)
  • Network accessline 226
    - 来源:[X/Twitter @paulg](https://x.com/paulg/status/1665008505072263173)
  • Network accessline 243
    - 之后开发速度大幅放缓,社区成员开始做unofficial fork - 2024年:HN的底层从Racket迁移到了SBCL(Common Lisp实现),说明Arc本身已不再是优先选择 - 来源:[Wikipedia/Arc](https://en.wikipedia.org/wiki/Arc_(programming_language))、[TechCrunch](https://techcrunch.com/2013/05/18/the-evolution-of-h
  • Network accessline 245
    - 来源:[Wikipedia/Arc](https://en.wikipedia.org/wiki/Arc_(programming_language))、[TechCrunch](https://techcrunch.com/2013/05/18/the-evolution-of-hacker-news/)
  • Network accessline 250
    - 想设计一个更简洁的Lisp——PG认为Lisp的核心理念是对的,但现有实现太臃肿 - Arc"还不适合用于真正的项目"——他发布它只是为了收集黑客反馈 - 来源:[paulgraham.com/arc.html](https://paulgraham.com/arc.html)、[paulgraham.com/arcfaq.html](https://paulgraham.com/arcfaq.html)
  • Network accessline 252
    - 来源:[paulgraham.com/arc.html](https://paulgraham.com/arc.html)、[paulgraham.com/arcfaq.html](https://paulgraham.com/arcfaq.html)
  • Network accessline 258
    - 性能差——比Python还慢,限制了实际应用 - 缺乏持续更新——官方branch长期不活跃 - 来源:[righto.com](http://www.righto.com/2008/05/why-arc-is-bad-for-exploratory.html)、[HN讨论](https://news.ycombinator.com/item?id=9270478)
  • Network accessline 260
    - 来源:[righto.com](http://www.righto.com/2008/05/why-arc-is-bad-for-exploratory.html)、[HN讨论](https://news.ycombinator.com/item?id=9270478)
  • Network accessline 277
    - 他说当前YC batch中最令人印象深刻的两家公司**不是做AI的** - "Founders matter more than the idea. The founders are the best predictor of how a company will do, not the industry it's in." - 来源:[CNBC](https://www.cnbc.com/2025/08/18/yc-co-founder-paul-graham-not-
  • Network accessline 279
    - 来源:[CNBC](https://www.cnbc.com/2025/08/18/yc-co-founder-paul-graham-not-every-new-company-needs-to-be-about-ai.html)
  • Network accessline 283
    - 衡量周增长率(5-10%+),而非绝对用户数 - 警惕hype cycle:大量私人资本追逐AI,融资可能变容易,但"VCs want to blow you up, one way or the other" - 来源:[charlesandsystems.substack.com](https://charlesandsystems.substack.com/p/paul-grahams-playbook-for-ai-startup)
  • Network accessline 285
    - 来源:[charlesandsystems.substack.com](https://charlesandsystems.substack.com/p/paul-grahams-playbook-for-ai-startup)
  • Network accessline 293
    - PG认为入门级编程岗位尤其脆弱 - 建议方向:成为不可替代的人,解决AI还不能处理的复杂创造性问题 - 来源:[WebProNews](https://www.webpronews.com/paul-graham-ai-disrupting-entry-level-coding-jobs-embrace-innovation/)
  • Network accessline 295
    - 来源:[WebProNews](https://www.webpronews.com/paul-graham-ai-disrupting-entry-level-coding-jobs-embrace-innovation/)
  • Network accessline 299
    - PG个人投资了teen founders的AI农药公司($6M轮,2025年) - YC后期基金投资了OpenAI $10M(时间有争议) - 来源:[TechCrunch](https://techcrunch.com/2025/11/13/teen-founders-raise-6m-to-reinvent-pesticides-using-ai-and-convince-paul-graham-to-join-in/)
  • Network accessline 301
    - 来源:[TechCrunch](https://techcrunch.com/2025/11/13/teen-founders-raise-6m-to-reinvent-pesticides-using-ai-and-convince-paul-graham-to-join-in/)
  • Network accessline 305
    - PG在X上写道:"An encouraging thought about AI: If the most influential readers of my essays in the future are AIs, and AIs are smart and rational, I don't have to worry about the way stupid or biased readers will react to what I write. I can s
  • Network accessline 307
    - 来源:[X/Twitter @paulg](https://x.com/paulg/status/2025588288946413710)
  • Network accessline 317
    - Chesky分享了他如何按"传统智慧"雇人放权、结果公司差点崩溃的经历 - Chesky后来研究了Steve Jobs的管理方式,改用"创始人模式" - 来源:[Fortune](https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/)、[paulgraham.com/foundermode.html](https://
  • Network accessline 319
    - 来源:[Fortune](https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/)、[paulgraham.com/foundermode.html](https://paulgraham.com/foundermode.html)
  • Network accessline 323
    - **Founder Mode vs Manager Mode**:创始人亲自深入细节 vs 雇职业经理人放权 - PG认为"hire good people and give them room to do their jobs"这个传统建议**是错的** - 来源:[Inc.com](https://www.inc.com/brian-contreras/what-is-founder-mode-y-combinators-paul-graham-says-it-can
  • Network accessline 325
    - 来源:[Inc.com](https://www.inc.com/brian-contreras/what-is-founder-mode-y-combinators-paul-graham-says-it-can-make-or-break-your-business.html)
  • Network accessline 365
    - 硅谷的极端财富集中实际上推高了房价,间接伤害了社区   - PG的论点中存在利益冲突——他自己就是"startups are good"叙事的最大受益者 - 来源:[Quartz](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)、[Inc.com](https://www.inc.com/jeff-
  • Network accessline 367
    - 来源:[Quartz](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)、[Inc.com](https://www.inc.com/jeff-bercovici/paul-graham-wrong-inequality.html)、[Medium/Dare Obasanjo](https://dar
  • Network accessline 411
    ### PG本人的一手来源 - [paulgraham.com/worked.html](https://www.paulgraham.com/worked.html) — "What I Worked On"自传essay
  • Network accessline 412
    - [paulgraham.com/worked.html](https://www.paulgraham.com/worked.html) — "What I Worked On"自传essay
  • Network accessline 413
    - [paulgraham.com/ycstart.html](https://paulgraham.com/ycstart.html) — "How Y Combinator Started"
  • Network accessline 414
    - [paulgraham.com/foundermode.html](https://paulgraham.com/foundermode.html) — "Founder Mode"
  • Network accessline 415
    - [paulgraham.com/ds.html](https://paulgraham.com/ds.html) — "Do Things that Don't Scale"
  • Network accessline 416
    - [paulgraham.com/arc.html](https://paulgraham.com/arc.html) — Arc语言页面
  • Network accessline 417
    - [paulgraham.com/whyyc.html](https://paulgraham.com/whyyc.html) — "Why YC"
  • Network accessline 418
    - [paulgraham.com/vw.html](https://www.paulgraham.com/vw.html) — "Snapshot: Viaweb, June 1998"
  • Network accessline 419
    - [X/Twitter @paulg](https://x.com/paulg/) — PG的推文
  • Network accessline 421
    ### 权威媒体报道 - [TechCrunch: Sam Altman Taking Over YC](https://techcrunch.com/2014/02/21/sam-altman-taking-over-as-president-of-y-combinator-replacing-paul-graham-at-the-helm/)
  • Network accessline 422
    - [TechCrunch: Sam Altman Taking Over YC](https://techcrunch.com/2014/02/21/sam-altman-taking-over-as-president-of-y-combinator-replacing-paul-graham-at-the-helm/)
  • Network accessline 423
    - [Inc.com: PG Will No Longer Lead YC](https://www.inc.com/alyson-shontell/paul-graham-will-no-longer-lead-y-combinator.html)
  • Network accessline 424
    - [Fortune: Founder Mode Essay](https://fortune.com/2024/09/01/paul-graham-founder-mode-silicon-valley-conventional-wisdom-manager-mode/)
  • Network accessline 425
    - [CNBC: Not Every Company Needs AI](https://www.cnbc.com/2025/08/18/yc-co-founder-paul-graham-not-every-new-company-needs-to-be-about-ai.html)
  • Network accessline 426
    - [Bloomberg: PG on Leaving YC](https://www.bloomberg.com/news/videos/2014-10-10/paul-graham-on-leaving-y-combinator)
  • Network accessline 427
    - [Washington Post: Before OpenAI, Altman Was Fired From YC](https://www.washingtonpost.com/technology/2023/11/22/sam-altman-fired-y-combinator-paul-graham/)
  • Network accessline 429
    ### 批评与分析 - [Quartz: PG Accidentally Explained Everything Wrong with SV](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)
  • Network accessline 430
    - [Quartz: PG Accidentally Explained Everything Wrong with SV](https://qz.com/586563/paul-graham-just-accidentally-explained-everything-wrong-with-silicon-valleys-world-view)
  • Network accessline 431
    - [Inc.com: Why PG's Defense of Inequality Is Wrong](https://www.inc.com/jeff-bercovici/paul-graham-wrong-inequality.html)
  • Network accessline 432
    - [Medium/Dare Obasanjo: What PG Got Wrong](https://dareobasanjo.medium.com/what-paul-graham-got-wrong-about-income-inequality-198bdf5d9734)
  • Network accessline 433
    - [righto.com: Why Arc Is Bad](http://www.righto.com/2008/05/why-arc-is-bad-for-exploratory.html)
  • Network accessline 435
    ### 百科与综合来源 - [Wikipedia: Paul Graham](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))
  • Network accessline 436
    - [Wikipedia: Paul Graham](https://en.wikipedia.org/wiki/Paul_Graham_(programmer))
  • Network accessline 437
    - [Wikipedia: Y Combinator](https://en.wikipedia.org/wiki/Y_Combinator)
  • Network accessline 438
    - [Wikipedia: Arc](https://en.wikipedia.org/wiki/Arc_(programming_language))
  • Network accessline 439
    - [Wikipedia: Viaweb](https://en.wikipedia.org/wiki/Viaweb)

scripts/compile-prompt.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/quality_check.py

  • Executable scriptline 1
    #!/usr/bin/env python3

tests/test_tools.py

  • Executable scriptline 1
    Executable file

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Signal confidence: 328 facts

and 278 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.