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CheshireMew/100x-learning

A Codex skill for research-led and practice-led learning

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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98GitHub stars

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2skills in this repository

0commits in 30 days

Heat

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Individual skills in this repository

100x-learning /
writing-capability-retired-2026-09-02 archive/writing-capability-retired-2026-09-02

How it works

Choose a skill

100x-learning

When your agent uses it

帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题；也能把字幕和自动转写稿整理成忠实、连续、可读的完整来源，接入视频与社交来源，筛选值得继续学习或分享的片段，并初始化、检查和维护本机私人知识库。适用于材料讲解、概念拆解、研究核查、系统学习、实践应用、字幕整稿、知识沉淀与知识库维护；不负责文章或其它内容创作、改写润色、写作审查、选题运营、案例钩子、写作记忆和发布复盘。

What it loads into context

Frontmatter

153 tokens

Always available to the agent

SKILL.md

1,896 tokens

When the skill is activated

Reference documents

135,729 tokens

Loaded on request

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

The playbook

目标
核心原则
根据请求读取方法
材料理解与研究
字幕与转写稿
实践与持续学习
知识库与持久化
交付
交付前检查

Scripts executed separately

archive/deepseek-content-writer-20260725/scripts/deepseek_content_writer.py
archive/deepseek-content-writer-20260725/tests/test_deepseek_content_writer.py
archive/harness-overbuild-20260726/harness/__init__.py
archive/harness-overbuild-20260726/harness/__main__.py
archive/harness-overbuild-20260726/harness/cli.py
archive/harness-overbuild-20260726/harness/content_cases.py
archive/harness-overbuild-20260726/harness/distribution.py
archive/harness-overbuild-20260726/harness/knowledge.py
archive/harness-overbuild-20260726/harness/policies.py
archive/harness-overbuild-20260726/harness/repository.py
archive/harness-overbuild-20260726/harness/result.py
archive/harness-overbuild-20260726/scripts/content_case_library.py
archive/harness-overbuild-20260726/scripts/sync_blog_articles.py
archive/harness-overbuild-20260726/tests/test_content_cases.py
archive/harness-overbuild-20260726/tests/test_distribution.py
archive/harness-overbuild-20260726/tests/test_harness.py
archive/retired-wording-tests-2026-08-06/test_absorbed_capabilities.py
archive/retired-wording-tests-2026-08-06/test_capability_conservation.py
archive/retired-wording-tests-2026-08-06/test_publication_requirements_contract.py
archive/writing-compiler-retired-2026-08-01/writing_delivery.py
archive/writing-compiler-retired-2026-08-01/writing_delivery_tests.retired.py
output/content-distribution/portfolio-rebalancing-v1/make_content2_static_sample_reset.py
output/content-distribution/portfolio-rebalancing-v1/make_copy_led_static_sample.py
output/content-distribution/portfolio-rebalancing-v1/make_gif.py
output/content-distribution/portfolio-rebalancing-v1/make_neon_dataviz_gif.py
output/content-distribution/portfolio-rebalancing-v1/make_neon_flowchart_gif.py
output/content-distribution/portfolio-rebalancing-v1/make_sketch_style_sample.py
output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/animation.js
output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/build-audio.js
output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/editable-media-runtime.js
output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/project-data.js
output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/render-preview.js
output/de-ai-github-card/editable-media-runtime.js
output/imagegen/ai-copy-comparison-v1/compose_poster.py
scripts/bidclub_ingest.py
scripts/bidclub_translate.py
scripts/durable_learning_project.py
scripts/marktree_integration.py
scripts/normalize_subtitles.py
scripts/private_library.py
scripts/private_library_health.py
tests/test_durable_learning_project.py
tests/test_learning_contract.py
tests/test_marktree_integration.py
tests/test_normalize_subtitles.py
tests/test_private_library.py
tests/test_private_library_health.py
tests/test_transcript_editing_contract.py

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Read SKILL.md


# 100x Learning

## 目标

把材料、陌生主题或真实问题变成用户现在能理解、判断、使用和继续追查的结果。资料已经足够时停止，不把简单问题扩成研究项目，也不把一次学习自动变成长线系统。

普通解释、研究结果、比较、清单和实践方案默认在当前回复完成。字幕与自动转写稿按本 Skill 的明确约定整理并写入私人知识库；其它结果只有用户明确要求保存、更新或沉淀时才持久化。

## 核心原则

1. **先完成用户真正要的结果。** 用户只要解释就讲清，只要研究就交付研究，只要保存才写入，不自动增加相邻任务。
2. **忠实区分材料、证据和解释。** 保留来源原貌、关系、顺序、限定条件与未知边界；事实、推断、观点和教学例子不混为一谈。
3. **研究到足够使用为止。** 当前材料能够回答问题时直接使用；材料不足或关键事实可能改变结论时，再寻找并阅读全文、原始页面或完整上下文。
4. **知识必须进入真实用途。** 解释服务理解，研究服务判断，实践服务行动；方法、工具和知识库结构不能取代用户结果。

View the complete source on GitHub

When your agent uses it

What it loads into context

Frontmatter

0 tokens

Always available to the agent

SKILL.md

0 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

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

The playbook

Scripts executed separately

scripts/content_case_library.py
scripts/hook_library.py
scripts/writing_memory.py
tests/test_content_case_library.py
tests/test_content_learning_loop.py
tests/test_hook_library.py
tests/test_promotion_writing_flow.py
tests/test_writing_contract.py
tests/test_writing_memory.py

Files

README.en.mddoc12,090 bytes
README.ja.mddoc13,504 bytes
README.mddoc10,492 bytes
RETIREMENT.mddoc965 bytes
SKILL.mdcore20,314 bytes
assets/private-library/content-strategy.mddoc938 bytes
assets/private-library/published-content-review.mddoc970 bytes
assets/private-library/topic-portfolio.mddoc785 bytes
assets/private-library/writing-memory.jsonasset36 bytes
references/article-from-practice.mddoc1,453 bytes
references/bulk-knowledge-ingestion.previous.mddoc3,350 bytes
references/content-audit.mddoc1,800 bytes
references/content-case-library.mddoc2,539 bytes
references/content-strategy-and-topic-selection.mddoc4,031 bytes
references/content-writing.mddoc3,261 bytes
references/hook-library.mddoc2,136 bytes
references/knowledge-base-health.previous.mddoc3,369 bytes
references/knowledge-base-workflow.previous.mddoc14,390 bytes
references/natural-writing.mddoc1,105 bytes
references/personal-writing-memory.mddoc10,621 bytes
references/project-promotion-materials.mddoc1,491 bytes
references/publication-requirements.mddoc6,040 bytes
references/published-content-review.mddoc3,458 bytes
references/research-led-learning.previous.mddoc9,363 bytes
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references/source-ingestion.previous.mddoc3,452 bytes
references/transcript-editing.previous.mddoc6,277 bytes
references/writing-material-preparation.mddoc6,753 bytes
scripts/content_case_library.pyruns17,347 bytes
scripts/hook_library.pyruns11,357 bytes
scripts/writing_memory.pyruns29,842 bytes
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tests/test_content_learning_loop.pyruns2,638 bytes
tests/test_hook_library.pyruns10,844 bytes
tests/test_promotion_writing_flow.pyruns3,606 bytes
tests/test_writing_contract.pyruns28,441 bytes
tests/test_writing_memory.pyruns16,131 bytes

Read SKILL.md

View the complete source on GitHub

Skills included

100x-learning

Repository facts

License: MPL-2.0
Created: Jul 13, 2026
Last pushed: Oct 19, 2026
Forks: 5
Open issues: 0
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 201 notes

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No broad tool permissions
11 dangerous shell commandsin 2 files: archive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:433 archive/content-case-layout-before-source-first-2026-07-29/Articles/installing-openclaw-on-a-cloud-server.md:43
513 network referencesin 99 files: output/content-distribution/de-ai-skills-checklist-v1/writing-packet.json:31 archive/content-case-layout-before-source-first-2026-07-29/Articles/twitter-traffic-secrets-how-to-craft-viral-threads.md:3 archive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:3 and 96 more
No hidden or obfuscated text
No instruction overrides
57 executable scriptsin 57 files: archive/deepseek-content-writer-20260725/scripts/deepseek_content_writer.py:1 archive/deepseek-content-writer-20260725/tests/test_deepseek_content_writer.py:1 archive/harness-overbuild-20260726/harness/__init__.py:1 and 54 more
29 references to secretsin 4 files: archive/deepseek-content-writer-20260725/scripts/deepseek_content_writer.py:592 archive/deepseek-content-writer-20260725/tests/test_deepseek_content_writer.py:326 archive/deepseek-content-writer-20260725/references/deepseek-content-writing.md:111 and 1 more
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`LICENSE`

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This Source Code Form is subject to the terms of the Mozilla Public   License, v. 2.0. If a copy of the MPL was not distributed with this   file, You can obtain one at https://mozilla.org/MPL/2.0/.

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file, You can obtain one at https://mozilla.org/MPL/2.0/.

`NOTICE`

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This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at https://mozilla.org/MPL/2.0/.

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file, You can obtain one at https://mozilla.org/MPL/2.0/.

`README.en.md`

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<p align="center">   <a href="./README.md">中文</a> · <strong>English</strong> · <a href="./README.ja.md">日本語</a> | <a href="./SKILL.md">Docs</a> | <a href="./CONTRIBUTING.md">Contributing</a> | <a href="https://github.com/CheshireMew/100x-le

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<a href="./README.md">中文</a> · <strong>English</strong> · <a href="./README.ja.md">日本語</a> | <a href="./SKILL.md">Docs</a> | <a href="./CONTRIBUTING.md">Contributing</a> | <a href="https://github.com/CheshireMew/100x-learning/issues">Issues

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<p align="center">   <a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X: @0xCheshire"></a>

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<a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X: @0xCheshire"></a>

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<a href="https://t.me/CheshireBTC" title="Telegram"><img src="https://img.shields.io/badge/Telegram-CheshireBTC-26A5E4?logo=telegram&amp;logoColor=white" alt="Telegram: CheshireBTC"></a>

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<a href="https://blog.blacknico.com/" title="Blog"><img src="https://img.shields.io/badge/Blog-blog.blacknico.com-2E7D32?logo=rss&amp;logoColor=white" alt="Blog: blog.blacknico.com"></a>

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<a href="https://blacknico.com/" title="Homepage"><img src="https://img.shields.io/badge/Home-blacknico.com-1F6FEB?logo=googlechrome&amp;logoColor=white" alt="Homepage: blacknico.com"></a>

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<p align="center">   <a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/forks"><img src="https://img.shields.io/github/forks/CheshireMew/100x-learning?style=flat" alt="GitHub Forks"></a>

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<a href="https://github.com/CheshireMew/100x-learning/blob/main/LICENSING.md"><img src="https://img.shields.io/github/license/CheshireMew/100x-learning?style=flat" alt="Repository License"></a>

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`100x-learning` is a learning and research Skill built to the open [Agent Skills specification](https://agentskills.io/specification). It reads sources, transcripts, links, topics, and real problems, then selects the method that matches the

`README.ja.md`

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<p align="center">   <a href="./README.md">中文</a> · <a href="./README.en.md">English</a> · <strong>日本語</strong> | <a href="./SKILL.md">ドキュメント</a> | <a href="./CONTRIBUTING.md">コントリビューション</a> | <a href="https://github.com/CheshireMew/100x-le

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<a href="./README.md">中文</a> · <a href="./README.en.md">English</a> · <strong>日本語</strong> | <a href="./SKILL.md">ドキュメント</a> | <a href="./CONTRIBUTING.md">コントリビューション</a> | <a href="https://github.com/CheshireMew/100x-learning/issues">Issues

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<p align="center">   <a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X: @0xCheshire"></a>

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<a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X: @0xCheshire"></a>

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<a href="https://t.me/CheshireBTC" title="Telegram"><img src="https://img.shields.io/badge/Telegram-CheshireBTC-26A5E4?logo=telegram&amp;logoColor=white" alt="Telegram: CheshireBTC"></a>

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<a href="https://blog.blacknico.com/" title="Blog"><img src="https://img.shields.io/badge/Blog-blog.blacknico.com-2E7D32?logo=rss&amp;logoColor=white" alt="Blog: blog.blacknico.com"></a>

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<a href="https://blacknico.com/" title="Homepage"><img src="https://img.shields.io/badge/Home-blacknico.com-1F6FEB?logo=googlechrome&amp;logoColor=white" alt="Homepage: blacknico.com"></a>

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<p align="center">   <a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/forks"><img src="https://img.shields.io/github/forks/CheshireMew/100x-learning?style=flat" alt="GitHub Forks"></a>

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<a href="https://github.com/CheshireMew/100x-learning/blob/main/LICENSING.md"><img src="https://img.shields.io/github/license/CheshireMew/100x-learning?style=flat" alt="Repository License"></a>

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`100x-learning` は、オープンな [Agent Skills 仕様](https://agentskills.io/specification)に準拠した学習・調査 Skill です。資料、字幕、リンク、テーマ、現実の問題を読み取り、理解、調査、概念説明、実践、知識保存のうち、依頼された成果に合う方法を選びます。

`README.md`

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<p align="center">   <strong>中文</strong> · <a href="./README.en.md">English</a> · <a href="./README.ja.md">日本語</a> | <a href="./SKILL.md">文档</a> | <a href="./CONTRIBUTING.md">贡献</a> | <a href="https://github.com/CheshireMew/100x-learning/is

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<strong>中文</strong> · <a href="./README.en.md">English</a> · <a href="./README.ja.md">日本語</a> | <a href="./SKILL.md">文档</a> | <a href="./CONTRIBUTING.md">贡献</a> | <a href="https://github.com/CheshireMew/100x-learning/issues">反馈</a>

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<p align="center">   <a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X：@0xCheshire"></a>

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<a href="https://x.com/0xCheshire" title="X"><img src="https://img.shields.io/badge/X-%400xCheshire-000000?logo=x&amp;logoColor=white" alt="X：@0xCheshire"></a>

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<a href="https://t.me/CheshireBTC" title="Telegram"><img src="https://img.shields.io/badge/Telegram-CheshireBTC-26A5E4?logo=telegram&amp;logoColor=white" alt="Telegram：CheshireBTC"></a>

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<a href="https://blog.blacknico.com/" title="Blog"><img src="https://img.shields.io/badge/Blog-blog.blacknico.com-2E7D32?logo=rss&amp;logoColor=white" alt="博客：blog.blacknico.com"></a>

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<a href="https://blacknico.com/" title="Homepage"><img src="https://img.shields.io/badge/Home-blacknico.com-1F6FEB?logo=googlechrome&amp;logoColor=white" alt="个人主页：blacknico.com"></a>

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<p align="center">   <a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/stargazers"><img src="https://img.shields.io/github/stars/CheshireMew/100x-learning?style=flat" alt="GitHub Stars"></a>

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<a href="https://github.com/CheshireMew/100x-learning/forks"><img src="https://img.shields.io/github/forks/CheshireMew/100x-learning?style=flat" alt="GitHub Forks"></a>

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<a href="https://github.com/CheshireMew/100x-learning/blob/main/LICENSING.md"><img src="https://img.shields.io/github/license/CheshireMew/100x-learning?style=flat" alt="Repository License"></a>

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`100x-learning` 是一个遵循 [Agent Skills 开放格式](https://agentskills.io/specification)的学习与研究 Skill。它读取材料、字幕、链接、主题和真实问题，按用户要达到的结果选择理解、研究、解释、实践或知识沉淀方法。

`archive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md`

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reference_value: "case" content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/invest/ai-does-not-need-crypto/"

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content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/invest/ai-does-not-need-crypto/" writing_task: "写立场鲜明但保留行动空间的反方观点"

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source_url: "https://blog.blacknico.com/invest/ai-does-not-need-crypto/"

`archive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md`

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reference_value: "case" content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/guide/aicreatewebsite/"

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content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/guide/aicreatewebsite/" writing_task: "把亲手完成的项目写成经历式教程"

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source_url: "https://blog.blacknico.com/guide/aicreatewebsite/"

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![blacknico-image](https://blog.blacknico.com/wp-content/uploads/2025/12/blacknico-image-1024x490.jpg "AI 控制我搭建了这个网站！")

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虽然还是看了其他几家便宜的服务器提供商，最终还是选择 [Hostinger](https://hostinger.my?REFERRALCODE=LKCDYLANZEU2)。

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刚工作有了一点钱的时候其实在 Hostinger 搭过一个网站，但当时什么都不懂，也没尽力瞎折腾，钱就这么被浪费掉了。当时买的还是 4 核 16 G 的高配 VPS，现在想想也蛮离谱的。 如果你也打算使用 Hostinger，可以使用我的这个链接注册，获得 20% 折扣：<https://hostinger.my?REFERRALCODE=LKCDYLANZEU2> 买的时候还可以用优惠码: **HOANWP** (10% 折扣)

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如果你也打算使用 Hostinger，可以使用我的这个链接注册，获得 20% 折扣：<https://hostinger.my?REFERRALCODE=LKCDYLANZEU2>

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-1024x612.jpg "AI 控制我搭建了这个网站！")

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-2-993x1024.png "AI 控制我搭建了这个网站！")

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-4-1024x511.jpg "AI 控制我搭建了这个网站！")

Access to secretsline 87
```
[Credential-related source omitted]
```

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-1-1024x534.jpg "AI 控制我搭建了这个网站！")

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-2-1024x298.jpg "AI 控制我搭建了这个网站！")

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-3-1024x583.jpg "AI 控制我搭建了这个网站！")

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apt install -y php-fpm php-mysql php-xml php-gd php-curl php-mbstring php-zip

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-5-1024x463.jpg "AI 控制我搭建了这个网站！")

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server_name blacknico.com [www.blacknico.com](https://www.blacknico.com);

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cd /tmp curl -O [https://wordpress.org/latest.tar.gz](https://wordpress.org/latest.tar.gz)

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curl -O [https://wordpress.org/latest.tar.gz](https://wordpress.org/latest.tar.gz)

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```
http://blog. 你的域名
```

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按照向导设置站点标题、管理员账号密码，就可以正式登录后台 `http://blog. 你的域名 /wp-admin` 写作了。

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接下来是浏览器安全感问题：把 `http://` 变成 `https://`，去掉“不安全”的标记。

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[https://blog.blacknico.com](https://blog.blacknico.com)

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https:// 你的域名 https://www. 你的域名

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```
https://www. 你的域名
```

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- `https://blacknico.com`：首页（静态）

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- `https://blog.blacknico.com`：WordPress 博客（动态）

Dangerous shell operationline 433

sudo nano /etc/ssh/sshd_config.d/99-root-login.conf

Dangerous shell operationline 448
```
sudo sshd -t
```
Dangerous shell operationline 449
```
sudo systemctl reload ssh
```

Dangerous shell operationline 455

sudo sshd -T | egrep -i 'permitrootlogin|passwordauthentication|kbdinteractiveauthentication|x11forwarding'

Dangerous shell operationline 467
```
sudo apt update
```
Dangerous shell operationline 468
```
sudo apt install -y fail2ban
```
Dangerous shell operationline 469
```
sudo systemctl enable --now fail2ban
```

Dangerous shell operationline 475

sudo nano /etc/fail2ban/jail.d/sshd.local

Dangerous shell operationline 504
```
sudo systemctl restart fail2ban
```
Dangerous shell operationline 505
```
sudo fail2ban-client status sshd
```

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-6-1024x680.jpg "AI 控制我搭建了这个网站！")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/does-bitcoin-still-embody-the-advanced-productive-forces-of-society.md`

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reference_value: "case" content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/think/does-bitcoin-still-embody-the-advanced-productive-forces-of-society/"

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content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/think/does-bitcoin-still-embody-the-advanced-productive-forces-of-society/" writing_task: "借一套思想框架重审熟悉事物"

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source_url: "https://blog.blacknico.com/think/does-bitcoin-still-embody-the-advanced-productive-forces-of-society/"

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![image](https://blog.blacknico.com/wp-content/uploads/2026/02/image-4-1024x574.png "比特币还代表社会的先进生产力吗？")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-can-just-12-english-words-secure-your-entire-fortune.md`

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reference_value: "case" content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/invest/how-can-just-12-english-words-secure-your-entire-fortune/"

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content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/invest/how-can-just-12-english-words-secure-your-entire-fortune/" writing_task: "把技术机制讲给普通人"

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source_url: "https://blog.blacknico.com/invest/how-can-just-12-english-words-secure-your-entire-fortune/"

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-2-1024x576.png "12 个英语单词，凭什么能装下你的亿万身家？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-1024x576.png "12 个英语单词，凭什么能装下你的亿万身家？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-1-1024x576.png "12 个英语单词，凭什么能装下你的亿万身家？")

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找一台淘汰下来的旧手机，彻底恢复出厂设置。下载好 Web3 钱包软件（比如 [OKX 钱包](https://web3.okx.com/ul/joindex?ref=1234567)），随后直接拔掉 SIM 卡，开启飞行模式。

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***我是  [柴郡 @0xCheshire](https://x.com/0xCheshire)，每天记录 AI、Web3、投资与个体成长中的真实思考。***

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[我的所有文章合集](https://blog.blacknico.com/guide/my-article-collection/)

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-i-design-covers-and-graphics-with-ai-plus-prompts.md`

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reference_value: "case" content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/guide/how-i-design-covers-and-graphics-with-ai-plus-prompts/"

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content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/guide/how-i-design-covers-and-graphics-with-ai-plus-prompts/" writing_task: "公开一套自己正在使用的创作工作流"

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source_url: "https://blog.blacknico.com/guide/how-i-design-covers-and-graphics-with-ai-plus-prompts/"

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-76-1024x1024.png "我是如何用 AI 设计封面和说明图的（附提示词）")

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关于如何设计自己的 IP 形象，请参考：[从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）](https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/)

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-77-1024x409.png "我是如何用 AI 设计封面和说明图的（附提示词）")

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之前有做过一张项目相关的说明图，但为了这篇文章不涉及产品硬广的可能，我刚刚为 [《从 0 开始，用 ChatGPT 打造专属个人 IP 形象》](https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/) 生成了一张说明图，大家看看效果怎么样？够不够清晰易懂？

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-78-819x1024.png "我是如何用 AI 设计封面和说明图的（附提示词）")

Network accessline 77

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-79-1024x1024.png "我是如何用 AI 设计封面和说明图的（附提示词）")

Network accessline 81

![e5a5930c892541cbb5957fb5f66769b1](https://blog.blacknico.com/wp-content/uploads/2026/06/e5a5930c892541cbb5957fb5f66769b1-1024x576.png "我是如何用 AI 设计封面和说明图的（附提示词）")

Network accessline 95

***我是  [柴郡 @0xCheshire](https://x.com/0xCheshire)，每天记录 AI、Web3、投资与个体成长中的真实思考。***

Network accessline 99

[我的所有文章合集](https://blog.blacknico.com/guide/my-article-collection/)

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day.md`

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reference_value: "case" content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/write/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day/"

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content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/write/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day/" writing_task: "复盘一场亲历事故"

Network accessline 5

source_url: "https://blog.blacknico.com/write/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day/"

Network accessline 17

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-17-746x1024.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 61

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-18.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 69

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-19.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 75

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-20.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 95

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-21-1024x653.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 99

<https://help.x.com/en/forms/account-access/regain-access/hacked-or-compromised>

Network accessline 103

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-22-1024x491.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 116

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-23-1024x396.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 126

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-24.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

Network accessline 130

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-25-1024x578.png "Web3 历险记：我是如何推特被盗又是如何半天拿回来的")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-be-a-kol.md`

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reference_value: "case" content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/write/how-to-be-a-kol/"

Network accessline 4

content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/write/how-to-be-a-kol/" writing_task: "用第二人称故事写成长方法"

Network accessline 5

source_url: "https://blog.blacknico.com/write/how-to-be-a-kol/"

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included.md`

Network accessline 3

reference_value: "case" content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/"

Network accessline 4

content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/" writing_task: "写一篇跟做即可复现的创作教程"

Network accessline 5

source_url: "https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/"

Network accessline 35

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-49-1024x897.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

Network accessline 45

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-50-1024x871.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

Network accessline 51

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-51-1024x1024.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

Network accessline 61

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-52.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

Network accessline 73

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-53-819x1024.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

Network accessline 101

![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-54-819x1024.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-55-900x1024.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-56-1024x571.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-57-1024x576.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-58-768x1024.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-59-1024x576.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

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![Image](https://blog.blacknico.com/wp-content/uploads/2026/06/Image-60-1024x576.png "从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-deal-with-human-pessimism.md`

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reference_value: "case" content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/think/how-to-deal-with-human-pessimism/"

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content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/think/how-to-deal-with-human-pessimism/" writing_task: "从个人困扰解释心理机制并给出判断方法"

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source_url: "https://blog.blacknico.com/think/how-to-deal-with-human-pessimism/"

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马斯克曾说过，只要一种想法不违反物理定律，那么通过增加时间和力量，理论上就能做到。这或许是我听过最彻底的乐观主义表述。它真正的价值，也许并不在于保证成功，而在于：拒绝在验证之前，就提前宣布不可能。 ![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-15-1024x412.jpg "如何面对人类天生的悲观主义")

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-15-1024x412.jpg "如何面对人类天生的悲观主义")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-cloned-flomo-using-ai-and-now-its-open-source.md`

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reference_value: "case" content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/ai/i-cloned-flomo-using-ai-and-now-its-open-source/"

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content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/ai/i-cloned-flomo-using-ai-and-now-its-open-source/" writing_task: "介绍自制产品并复盘开发取舍"

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source_url: "https://blog.blacknico.com/ai/i-cloned-flomo-using-ai-and-now-its-open-source/"

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首先叠个甲：我非常喜欢 [flomo](https://flomoapp.com/) 这款产品和它的理念。但是大家都懂的，对于我们这种人来说，总有些个人和隐私的需求，数据不在自己手里总归是不放心。

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也有人会说，不是有 [memos](https://github.com/usememos/memos) 和它的安卓移动端 [memoflow](https://github.com/hzc073/memoflow)这样优秀的开源笔记项目了吗？直接部署不就好了。

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![FireShot Capture 1715 - Bemo Notes - [localhost]](https://blog.blacknico.com/wp-content/uploads/2026/03/FireShot-Capture-1715-Bemo-Notes-localhost-1024x404.png "我用 AI“抄袭”了 flomo，并且 —— 开源了！")

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那么首先，开源仓库在这里：[Bemo](https://github.com/CheshireMew/Bemo)。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-30-1024x603.png "我用 AI“抄袭”了 flomo，并且 —— 开源了！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-28-1024x881.png "我用 AI“抄袭”了 flomo，并且 —— 开源了！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-29-1024x847.png "我用 AI“抄袭”了 flomo，并且 —— 开源了！")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-got-kicked-out-of-the-chinese-section.md`

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reference_value: "case" content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/guide/i-got-kicked-out-of-the-chinese-section/"

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content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/guide/i-got-kicked-out-of-the-chinese-section/" writing_task: "从异常数据推导平台变化"

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source_url: "https://blog.blacknico.com/guide/i-got-kicked-out-of-the-chinese-section/"

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-26-1024x792.png "推文爆了，但我被踢出了中文区")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-27-585x1024.png "推文爆了，但我被踢出了中文区")

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![966f48632440d900130988e0ae939a63](https://blog.blacknico.com/wp-content/uploads/2026/06/966f48632440d900130988e0ae939a63.png "推文爆了，但我被踢出了中文区")

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![e1376d7d822c4cb4debb459d00eb7151](https://blog.blacknico.com/wp-content/uploads/2026/06/e1376d7d822c4cb4debb459d00eb7151-1024x697.png "推文爆了，但我被踢出了中文区")

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![图像](https://pbs.twimg.com/media/HKC4suvbwAAur9d?format=jpg&name=large "推文爆了，但我被踢出了中文区")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place.md`

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reference_value: "case" content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/guide/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place/"

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content_type: "项目与产品介绍" source_url: "https://blog.blacknico.com/guide/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place/" writing_task: "发布开源工具并复盘开发教训"

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source_url: "https://blog.blacknico.com/guide/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place/"

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[卡卡字幕助手（VideoCaptioner）](https://github.com/WEIFENG2333/VideoCaptioner)应该是目前最完善的工具了，集下载、AI 翻译、视频合成于一体。但是！它还是没有像 SubtitleEdit 一样的字幕校对和编辑功能，并且下载功能一直抽风。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-19-1024x365.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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于是我想要给一个没有字幕的视频加上字幕，就需要先打开[cobalt](https://cobalt.tools/) 下载视频，卡卡字幕助手转录字幕和翻译，SubtitleEdit 编辑字幕，最后打开 Adobe Premiere 合成视频。

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于是 AI 的大手发力了！我用一个月时间做出来这款集下载、AI 翻译、编辑字幕于一体的开源视频神器 [MediaFlow](https://github.com/CheshireMew/MediaFlow)！

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-20-1024x626.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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下载视频功能使用的 [yt-dlp](https://github.com/yt-dlp/yt-dlp)，支持互联网上绝大多数视频网站，包括 X（Twitter）、Youtube、Bilibili、小红书等。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-21-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-22-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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需要在“设置”里选择并填写密钥，在  [官方网站](https://platform.deepseek.com/sign_in)  购买就行了，一块钱能用好几天！

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-23-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-24-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-25-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-26-1024x683.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

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如果你愿意做小白鼠的话，可以直接  [下载源码](https://github.com/CheshireMew/MediaFlow)  打包或者加群试试，哈哈。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-27-1024x701.png "我做了一款集下载、AI 翻译、编辑字幕于一体的开源视频神器！")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/if-technology-does-not-lead-to-good-discard-it.md`

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reference_value: "case" content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/think/if-technology-does-not-lead-to-good-discard-it/"

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content_type: "观点与趋势判断" source_url: "https://blog.blacknico.com/think/if-technology-does-not-lead-to-good-discard-it/" writing_task: "从他人经历生长出自己的价值判断"

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source_url: "https://blog.blacknico.com/think/if-technology-does-not-lead-to-good-discard-it/"

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最近读到  [这样一篇文章](https://mp.weixin.qq.com/s/jpX5M98XnkFmk6EAi8hKBQ) ，作者讲述了自己在接触 Vibe Coding 后尝试了 **信息套利、阅读提效、AI 写作**  后的失败与和解。

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![1b98b2a90e3f186e2cb8c385b9ca255c](https://blog.blacknico.com/wp-content/uploads/2026/02/1b98b2a90e3f186e2cb8c385b9ca255c-1024x391.jpg "如果技术不是引人向善，那就丢弃")

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当我看着  [自己的交流群](https://t.me/CheshireBTC)，想着这样一个冷清的群，每天只有固定几个人（包括我）插科打诨、复制段子，可以说没有提供给群友任何价值，不禁感到迷茫。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/02/image-7.png "如果技术不是引人向善，那就丢弃")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/02/image-8-1024x330.png "如果技术不是引人向善，那就丢弃")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/02/image-6-807x1024.png "如果技术不是引人向善，那就丢弃")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/installing-openclaw-on-a-cloud-server.md`

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reference_value: "case" content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/guide/installing-openclaw-on-a-cloud-server/"

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content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/guide/installing-openclaw-on-a-cloud-server/" writing_task: "写实测安装避坑教程"

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source_url: "https://blog.blacknico.com/guide/installing-openclaw-on-a-cloud-server/"

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但为了参加最近各种奖励丰厚的活动，还是咬咬牙装上了小龙虾。你别说，用来做  [群聊机器人](https://t.me/CheshireBTC)  还是挺不错的，大家都很喜欢。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-9-1024x680.png "OpenClaw 云服务器最新安装避坑指南")

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服务器我选择了  [RackNerd 这款 3 核心](https://www.racknerdcn.com/all-coupons.html) 的，$29.98 一年。我不是劝你买哪家的，因为这时候，第一个坑来了！

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-11-1024x394.png "OpenClaw 云服务器最新安装避坑指南")

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我之前买的部署博客网站的服务器是 Hostinger，使用这个链接注册可以获得 20% 折扣：<https://hostinger.my?REFERRALCODE=LKCDYLANZEU2>

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在终端输入 `curl -fsSL https://openclaw.ai/install.sh | bash` 就可以一键安装龙虾，包括所有的配置。建议使用 Powershell，因为安装 OpenClaw 的时间很长，用其它工具连接可能会断开。

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在终端输入 `curl -fsSL https://openclaw.ai/install.sh | bash` 就可以一键安装龙虾，包括所有的配置。建议使用 Powershell，因为安装 OpenClaw 的时间很长，用其它工具连接可能会断开。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-12-1024x504.png "OpenClaw 云服务器最新安装避坑指南")

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国产模型比较便宜，我选择了据说和 Claude 最像的 [MiniMax](https://www.minimax.io/pricing)。然后坑爹的又来了，无论我在网页上怎么点击它那个购买按钮都没反应，只好到手机上购买。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-13-1024x374.png "OpenClaw 云服务器最新安装避坑指南")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-14.png "OpenClaw 云服务器最新安装避坑指南")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-15.png "OpenClaw 云服务器最新安装避坑指南")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/03/image-16-1024x1002.png "OpenClaw 云服务器最新安装避坑指南")

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我同样把它拉进了 Telegram 群组，想体验的可以来群里调戏一下：<https://t.me/CheshireBTC>

`archive/content-case-layout-before-source-first-2026-07-29/Articles/love-ai-vibe-coding.md`

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reference_value: "case" content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/love-ai-vibe-coding/"

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content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/love-ai-vibe-coding/" writing_task: "从失败实验写个人思考长文"

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source_url: "https://blog.blacknico.com/think/love-ai-vibe-coding/"

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![8b2a95576edbe3cf2ddbfa72e89f1f7c](https://blog.blacknico.com/wp-content/uploads/2026/01/8b2a95576edbe3cf2ddbfa72e89f1f7c.png "《爱，AI 和氛围编程》")

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我正在用 Vibe Coding 做一个很复杂的 AI 伴侣项目，你可以  [在 Github 上看到](https://github.com/CheshireMew/Lumina)，现在我比较担心的一个问题：

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![91330212fb67dec5921f87d998b4e094](https://blog.blacknico.com/wp-content/uploads/2026/01/91330212fb67dec5921f87d998b4e094-1024x1002.png "《爱，AI 和氛围编程》")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/mint-ventures-value-investing.md`

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reference_value: "case" content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/mint-ventures-value-investing/"

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content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/mint-ventures-value-investing/" writing_task: "把长访谈整理成可用投资框架"

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source_url: "https://blog.blacknico.com/invest/mint-ventures-value-investing/"

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这两天我在小宇宙上听到了 Mint Ventures [@Mint\_Ventures](https://x.com/Mint_Ventures)研究合伙人 Alex 的一期访谈视频，在币圈这样投机性过高的环境中坚持【价值投资】并不是一件易事，因此我很有兴趣地听完了这 46 分钟的播客。

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![image](https://blog.blacknico.com/wp-content/uploads/2025/12/image-14-1024x579.jpg "【深度复盘】价值投资能否穿越币圈牛熊？我从 Mint Ventures 合伙人那里学到的“生存法则”")

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Mint Ventures 的研究员会各自跟踪一个赛道的研究课题，形成文字版本的研究纪要，其中一部分会对外公开：[https://mintventures.fund/zh/research](https://t.co/BE8001WqyV)

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Hyperliquid[@HyperliquidX](https://x.com/HyperliquidX)则是一个典型的正面山寨案例，它并非依靠短期的注意力炒作起来，而是商业模式被真正的验证，因此价格也随着项目的内在价值攀升。

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看山寨币，首先看它的需求是不是真需求。DeFi 的需求是被反复验证的，例如 [@Uniswap](https://x.com/Uniswap)[@aave](https://x.com/aave) 等典型老牌项目，因此可以提前布局一些还未发币的 DeFi 项目。

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3. **核心团队**：诚信、能力、履历，过往是怎么样的？认知是怎么样一个水平，跟你的判断是不是基本上一致？稳定性怎么样？会不会干两三年就换项目？ 4. **护城河**：这个项目有没有护城河？护城河的来源是什么？ 5. **业务数据：**核心指标怎么样？收入怎么样？费用怎么样？比如 [@LidoFinance](https://x.com/LidoFinance)的团队开支就吞噬了大量的利润。这些数据都可以去长期跟踪。

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4. **护城河**：这个项目有没有护城河？护城河的来源是什么？ 5. **业务数据：**核心指标怎么样？收入怎么样？费用怎么样？比如 [@LidoFinance](https://x.com/LidoFinance)的团队开支就吞噬了大量的利润。这些数据都可以去长期跟踪。 6. **估值水平：**对比估值怎么样？同类的项目中估值水平（PE、PS）处在什么样的等级？跟它自己相比、历史上的水平处在什么样阶段？

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5. **业务数据：**核心指标怎么样？收入怎么样？费用怎么样？比如 [@LidoFinance](https://x.com/LidoFinance)的团队开支就吞噬了大量的利润。这些数据都可以去长期跟踪。

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第一个原因是估值倍数较高，另一个是当时 特朗普家族项目 [@worldlibertyfi](https://x.com/worldlibertyfi) 也买了 Aave，后续传出 World Liberty 要发币会给 Aave 持有者空投，Mint Ventures 团队判断这是假消息再次减仓，后续证明这个操作是正确的。

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Alex 最近使用投研工具 [@SurfAI](https://x.com/SurfAI)进行研究，总体体验非常不错，还能调用一些 Crypto 的独家数据，这是一般的 AI 工具做不到的 <http://asksurf.ai/?r=4FFB8B84C07E>。

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-all-in-one-prompt-collection.md`

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reference_value: "case" content_type: "清单与资源推荐" source_url: "https://blog.blacknico.com/guide/my-all-in-one-prompt-collection/"

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content_type: "清单与资源推荐" source_url: "https://blog.blacknico.com/guide/my-all-in-one-prompt-collection/" writing_task: "公开一套长期积累的资源与方法"

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source_url: "https://blog.blacknico.com/guide/my-all-in-one-prompt-collection/"

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-13-1024x576.png "老东西，你终于把焚诀交出来了！桀桀桀")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-14-1024x576.png "老东西，你终于把焚诀交出来了！桀桀桀")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-15-1024x576.png "老东西，你终于把焚诀交出来了！桀桀桀")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-12-1024x837.png "老东西，你终于把焚诀交出来了！桀桀桀")

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[从 0 开始，用 ChatGPT 打造专属个人 IP 形象（附超全提示词！）](https://blog.blacknico.com/ai/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included/)

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我目前选择的是视频切片，你可以使用其它的。我做了一个自动给视频加字幕、翻译和加水印的软件 [MediaFlow](https://github.com/CheshireMew/MediaFlow)，生成字幕后直接把字幕内容扔给 AI 即可。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-16-1024x683.png "老东西，你终于把焚诀交出来了！桀桀桀")

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***我是  [柴郡 @0xCheshire](https://x.com/0xCheshire)，每天记录 AI、Web3、投资与个体成长中的真实思考。***

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[我的所有文章合集](https://blog.blacknico.com/guide/my-article-collection/)

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-resume-for-2025-and-outlook-for-2026.md`

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reference_value: "case" content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/my-resume-for-2025-and-outlook-for-2026/"

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content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/my-resume-for-2025-and-outlook-for-2026/" writing_task: "写不粉饰成败的年度复盘"

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source_url: "https://blog.blacknico.com/think/my-resume-for-2025-and-outlook-for-2026/"

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-ultimate-ai-toolkit.md`

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reference_value: "case" content_type: "清单与资源推荐" source_url: "https://blog.blacknico.com/ai/my-ultimate-ai-toolkit/"

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content_type: "清单与资源推荐" source_url: "https://blog.blacknico.com/ai/my-ultimate-ai-toolkit/" writing_task: "用个人判断写工具推荐清单"

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source_url: "https://blog.blacknico.com/ai/my-ultimate-ai-toolkit/"

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#### [1. Gemini](https://gemini.google.com/)

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另外，推荐一个比较好用的 Gemini 插件，可以有效管理提示词和对话记录：[gemini-voyager](https://github.com/Nagi-ovo/gemini-voyager)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-19-1024x576.png "从 0 开始用 AI：我的日常工具清单")

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```
#### [2. ChatGPT](https://chatgpt.com/)
```

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我的失眠就是被 GPT 找到根因并治好的，详情见：[这样下去我绝对会死](https://blog.blacknico.com/think/this-is-going-to-kill-me-if-it-keeps-going/)。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-20-896x1024.png "从 0 开始用 AI：我的日常工具清单")

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[量大管饱 AI 编程新秀 Codex 简明教程](https://blog.blacknico.com/guide/codex-quick-start-the-heavyweight-ai-coding-rookie/)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-21-1024x687.png "从 0 开始用 AI：我的日常工具清单")

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[你的 X Premium+ 订阅赚翻了：Grok Build 安装与实战全攻略](https://blog.blacknico.com/ai/your-x-premium-subscription-just-paid-off-big-time-the-ultimate-grok-build-installation-and-hands-on-guide/)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/07/image-18-1024x471.png "从 0 开始用 AI：我的日常工具清单")

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***我是  [柴郡 @0xCheshire](https://x.com/0xCheshire)，每天记录 AI、Web3、投资与个体成长中的真实思考。***

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[我的所有文章合集](https://blog.blacknico.com/guide/my-article-collection/)

`archive/content-case-layout-before-source-first-2026-07-29/Articles/myths-of-diversified-investment.md`

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reference_value: "case" content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/myths-of-diversified-investment/"

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content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/myths-of-diversified-investment/" writing_task: "用一个反直觉例子修正投资认知"

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source_url: "https://blog.blacknico.com/invest/myths-of-diversified-investment/"

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<https://x.com/0xCheshire/status/2055943010987495451>

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![image](https://blog.blacknico.com/wp-content/uploads/2026/05/image-11-1024x596.png "投资中唯一的“免费午餐”：我对分散投资的误区")

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我之前有写一篇文章 [OKX 屯币宝能赚钱吗？投资组合再平衡为何失效？](https://blog.blacknico.com/invest/why-your-crypto-portfolio-loses-money-the-more-you-rebalance/)，详细回测了加密主流货币的分散投资效果。结果是，它们的相关性都是一致的，根本起不到分散的作用。

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**飞机群交流：**<https://t.me/CheshireBTC>

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**Web3 系统教程：**<https://0xcheshire.gitbook.io/web3/>

`archive/content-case-layout-before-source-first-2026-07-29/Articles/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution.md`

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reference_value: "case" content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/ai/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution/"

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content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/ai/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution/" writing_task: "把历史事件写成技术发展叙事"

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source_url: "https://blog.blacknico.com/ai/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution/"

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距今整整十年，AI 领域发生了翻天覆地的变化，大型语言模型崛起，蛋白质折叠等科学难题被攻克。但在  [播客主持人汉娜·弗莱教授](https://www.youtube.com/watch?v=qoinGjj60Fo)，以及 DeepMind 科学家索雷·格雷佩尔和普什米特·科利看来，这场现代 AI 革命的真正起点，正是首尔的那块木制棋盘。

`archive/content-case-layout-before-source-first-2026-07-29/Articles/this-is-going-to-kill-me-if-it-keeps-going.md`

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reference_value: "case" content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/this-is-going-to-kill-me-if-it-keeps-going/"

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content_type: "个人观察与实测" source_url: "https://blog.blacknico.com/think/this-is-going-to-kill-me-if-it-keeps-going/" writing_task: "把个人危机写成调查与改变"

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source_url: "https://blog.blacknico.com/think/this-is-going-to-kill-me-if-it-keeps-going/"

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-34.png "这样下去我绝对会死")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-33.png "这样下去我绝对会死")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-35.png "这样下去我绝对会死")

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![09e571c3-4bfe-4f3b-a1b4-ab6dccb9a8b7](https://blog.blacknico.com/wp-content/uploads/2026/06/09e571c3-4bfe-4f3b-a1b4-ab6dccb9a8b7.png "这样下去我绝对会死")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-36-1024x600.png "这样下去我绝对会死")

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![34e27db0833b7435135853df15968679](https://blog.blacknico.com/wp-content/uploads/2026/06/34e27db0833b7435135853df15968679-1024x866.png "这样下去我绝对会死")

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![ae344a9e888c0911cb255d728c06c9ae](https://blog.blacknico.com/wp-content/uploads/2026/06/ae344a9e888c0911cb255d728c06c9ae-1024x573.png "这样下去我绝对会死")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/twitter-traffic-secrets-how-to-craft-viral-threads.md`

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reference_value: "case" content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/write/twitter-traffic-secrets-how-to-craft-viral-threads/"

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content_type: "教程与操作指南" source_url: "https://blog.blacknico.com/write/twitter-traffic-secrets-how-to-craft-viral-threads/" writing_task: "把运营经验写成有因果的系统教程"

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source_url: "https://blog.blacknico.com/write/twitter-traffic-secrets-how-to-craft-viral-threads/"

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来推特阅读效果更佳：<https://x.com/0xCheshire/status/1924076739673907342>

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-2-1024x838.png "推特流量密码：病毒式线程是怎样炼成的？")

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如果你想深入了解，请戳这里看详细拆解：[Web3 推特运营必修课：Twitter 算法解析](https://x.com/0xCheshire/status/1829886581630779504)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-3.png "推特流量密码：病毒式线程是怎样炼成的？")

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我也写过一篇关于  [怎么发线程的教程](https://x.com/0xCheshire/status/1853285814572310940) 。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-4.png "推特流量密码：病毒式线程是怎样炼成的？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-5.png "推特流量密码：病毒式线程是怎样炼成的？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-6.png "推特流量密码：病毒式线程是怎样炼成的？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-7-1024x435.png "推特流量密码：病毒式线程是怎样炼成的？")

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3、 [行动引导（CTA）](https://x.com/0xCheshire/status/1836986444436680977)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-8.png "推特流量密码：病毒式线程是怎样炼成的？")

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👉“ [事情是怎么发生的](https://x.com/0xCheshire/status/1854132825429266450) ”

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-9.png "推特流量密码：病毒式线程是怎样炼成的？")

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👉“ [这是我总结的 X 条教训 / 常见错误 / 干货信息](https://x.com/0xCheshire/status/1852266365392240748) ”

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-10.png "推特流量密码：病毒式线程是怎样炼成的？")

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👉“ [它是什么，它怎么运作](https://x.com/0xCheshire/status/1852621421740187716) ”

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-11.png "推特流量密码：病毒式线程是怎样炼成的？")

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👉“ [他们是怎么做到的](https://x.com/0xCheshire/status/1891779538813640734) ”

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-12.png "推特流量密码：病毒式线程是怎样炼成的？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-13-1024x571.png "推特流量密码：病毒式线程是怎样炼成的？")

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A） [视觉冲击力强的配图](https://x.com/0xCheshire/status/1851586261171208676)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-14.png "推特流量密码：病毒式线程是怎样炼成的？")

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B）[“惊醒式”的第一句话](https://x.com/0xCheshire/status/1889898287546900573)

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-15.png "推特流量密码：病毒式线程是怎样炼成的？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/06/image-16-1024x420.png "推特流量密码：病毒式线程是怎样炼成的？")

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-does-gold-choose-humans.md`

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reference_value: "case" content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/invest/why-does-gold-choose-humans/"

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content_type: "概念与机制解释" source_url: "https://blog.blacknico.com/invest/why-does-gold-choose-humans/" writing_task: "用淘汰赛解释一种事物为何胜出"

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source_url: "https://blog.blacknico.com/invest/why-does-gold-choose-humans/"

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文案来自视频：<https://www.bilibili.com/video/BV1ezWmzvEeM>

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations.md`

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reference_value: "case" content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/think/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations/"

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content_type: "事件与商业故事" source_url: "https://blog.blacknico.com/think/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations/" writing_task: "用早年经历解释一组长期选择"

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source_url: "https://blog.blacknico.com/think/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations/"

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-your-crypto-portfolio-loses-money-the-more-you-rebalance.md`

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reference_value: "case" content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/why-your-crypto-portfolio-loses-money-the-more-you-rebalance/"

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content_type: "行业与投资分析" source_url: "https://blog.blacknico.com/invest/why-your-crypto-portfolio-loses-money-the-more-you-rebalance/" writing_task: "用小型回测验证一个投资想法"

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source_url: "https://blog.blacknico.com/invest/why-your-crypto-portfolio-loses-money-the-more-you-rebalance/"

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最近突然想到了 [OKX 的屯币宝](https://okx.com/join/A999998) ，也就是选中几个标的和相应的比例，它会自己做再平衡。

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![image](https://blog.blacknico.com/wp-content/uploads/2026/04/image-942x1024.png "OKX 屯币宝能赚钱吗？投资组合再平衡为何失效？")

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![image](https://blog.blacknico.com/wp-content/uploads/2026/04/image-1-1024x1001.png "OKX 屯币宝能赚钱吗？投资组合再平衡为何失效？")

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/东京为什么吸引加密交易团队.md`

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原帖链接：https://x.com/_FORAB/status/1873293270887153987

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从儿童节日常转到币安股票入口.md`

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原帖链接：https://x.com/0xCheshire/status/2061799313303580843

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从小号爆款案例猜测平台封禁机制.md`

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原帖链接：https://x.com/0xCheshire/status/2059922825042104698

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/实测币安股票交易入口.md`

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原帖链接：https://x.com/_FORAB/status/2061388630095274349

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/拒绝通讯录后仍收到熟人推荐.md`

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原帖链接：https://x.com/_FORAB/status/2061308960964305152

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/澳门身份的金融便利与居住代价.md`

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原帖链接：https://x.com/_FORAB/status/2058506101201756382

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/询问券商后归纳内地限制方式.md`

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原帖链接：https://x.com/_FORAB/status/2062512358074056734

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/Bithumb错发比特币引发插针.md`

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原帖链接：https://x.com/_FORAB/status/2019739918675935585

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/JaneStreet从桌边主机走到GPU数据中心.md`

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原帖链接：https://x.com/0xCheshire/status/2055597557955637522

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/不断升级的飞行员救援行动.md`

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原帖链接：https://x.com/_FORAB/status/2040699950749937888

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/游戏驿站收购eBay的规模矛盾.md`

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原帖链接：https://x.com/_FORAB/status/2051494298022301856

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马克库班用两层对冲保护Yahoo股票.md`

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原帖链接：https://x.com/0xCheshire/status/2058159511819682036

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马斯克与OpenAI的短信怎样变成庭审证据.md`

Network accessline 31

原帖链接：https://x.com/_FORAB/status/2049687054486004192

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/黄仁勋承认失败后向世嘉提出投资请求.md`

Network accessline 45

原帖链接：https://x.com/0xCheshire/status/2009149048247529684

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/从成品倒推的AI自学法.md`

Network accessline 41

原帖链接：https://x.com/0xCheshire/status/2054158101595684901

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/把工作流固化为Skill.md`

Network accessline 41

原帖链接：https://x.com/0xCheshire/status/2054489004348002428

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/自定义币安底部导航.md`

Network accessline 45

原帖链接：https://x.com/0xCheshire/status/2055583049572884675

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/进入预测市场的完整路径.md`

Network accessline 23

原帖链接：https://x.com/_FORAB/status/2061785927371063455

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/AI图片隐形水印怎样工作.md`

Network accessline 27

原帖链接：https://x.com/0xCheshire/status/2053104321668239801

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/Citadel量化交易流水线.md`

Network accessline 33

原帖链接：https://x.com/0xCheshire/status/2054193163938701579

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/ZEC隐私漏洞怎样变成市场风险.md`

Network accessline 23

原帖链接：https://x.com/_FORAB/status/2062729891829989627

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/星舰为什么从碳纤维转向不锈钢.md`

Network accessline 45

原帖链接：https://x.com/0xCheshire/status/2053048748251795783

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/用五个层次比较中美AI.md`

Network accessline 31

原帖链接：https://x.com/0xCheshire/status/1999000468815520090

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/清单与资源推荐/把一本书整理成投资判断清单.md`

Network accessline 64

原帖链接：https://x.com/0xCheshire/status/2045504044073112040

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/清单与资源推荐/按搜索任务分配工具.md`

Network accessline 15
```
1.以图搜视频 https://xslist.org/
```
Network accessline 16
```
2.TinEye https://tineye.com/
```
Network accessline 17
```
3.以图搜动漫 https://trace.moe/
```

Network accessline 18

4. 以图搜图插件 https://chromewebstore.google.com/detail/search-by-image/cnojnbdhbhnkbcieeekonklommdnndci

Network accessline 19

5. 完整图片 P站 及部分推特图 https://saucenao.com/

Network accessline 20

6. 不完整图片、完整图片 残图推荐 https://yandex.ru/images/search

Network accessline 21

7. 不完整图片、完整图片 https://www.google.com/imghp

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8. 以图搜图 仅限P站以及推特 https://ascii2d.net/

Network accessline 23

9. 不完整图片、完整图片 图库不全 http://www.iqdb.org/

Network accessline 33

原帖链接：https://x.com/0xCheshire/status/1863166906137805052

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/清单与资源推荐/锐评七个PPT Skills.md`

Network accessline 17

全场唯一正经做 PPT 的！元素全可编辑，自带音色克隆和旁白生成，纯纯降维打击。 🔗https://github.com/hugohe3/ppt-master/tree/main

Network accessline 18

🔗https://github.com/hugohe3/ppt-master/tree/main

Network accessline 23

顶级主观审美最佳，完成度极高！目前呈现为 HTML 格式，稍微考验一点使用者的基础。🔗https://github.com/zarazhangrui/frontend-slides/tree/main

Network accessline 28

顶级审美极佳，关键是能输出可编辑的 PPTX 格式！ 🔗https://github.com/alchaincyf/huashu-design

Network accessline 29

🔗https://github.com/alchaincyf/huashu-design

Network accessline 34

瑞士风审美非常棒，自带快捷键，很适合线下分享。 🔗 https://github.com/op7418/guizang-ppt-skill

Network accessline 35

🔗 https://github.com/op7418/guizang-ppt-skill

Network accessline 39

功能设计十分贴心，自带计时器和逐字稿等实用组件。https://github.com/lewislulu/html-ppt-skill/tree/main

Network accessline 43

风格偏可爱，主要以纯图片形式呈现。 🔗 https://github.com/JimLiu/baoyu-skills/tree/main/skills/baoyu-slide-deck

Network accessline 44

🔗 https://github.com/JimLiu/baoyu-skills/tree/main/skills/baoyu-slide-deck

Network accessline 48

偏向于纯图片卡片的输出，更侧重于内容的初步呈现。 🔗 https://github.com/joeseesun/qiaomu-anything-to-notebooklm

Network accessline 49

🔗 https://github.com/joeseesun/qiaomu-anything-to-notebooklm

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/行业与投资分析/USDG与USDT循环利差怎样形成.md`

Network accessline 35

原帖链接：https://x.com/0xCheshire/status/2054520278919610533

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/行业与投资分析/不再有理由就清仓的投资原则.md`

Network accessline 41

原帖链接：https://x.com/0xCheshire/status/2056733212148396184

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/行业与投资分析/从电力约束寻找AI产业受益者.md`

Network accessline 33

原帖链接：https://x.com/0xCheshire/status/2056625876524290453

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/行业与投资分析/用回本约束判断AI基础设施泡沫.md`

Network accessline 35

原帖链接：https://x.com/0xCheshire/status/2061649098252661071

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/行业与投资分析/达利欧怎样质疑比特币避险属性.md`

Network accessline 37

原帖链接：https://x.com/0xCheshire/status/2054180706289647881

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/观点与趋势判断/Circle和Coinbase把注意力带到美股.md`

Network accessline 25

原帖链接：https://x.com/_FORAB/status/1935528417786761710

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/观点与趋势判断/币圈个人隐私文化的变化.md`

Network accessline 29

原帖链接：https://x.com/_FORAB/status/1928826505414467831

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/观点与趋势判断/观察消息与价格反应的时间差.md`

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原帖链接：https://x.com/0xCheshire/status/2062006248820863031

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/BNBAgent让AI进入商业闭环.md`

Network accessline 57

原帖链接：https://x.com/0xCheshire/status/2057049000000520452

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/Bitget从股票代币转向券商直连.md`

Network accessline 23

原帖链接：https://x.com/_FORAB/status/2058877389988651423

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/Claude-Mem让Claude拥有跨会话记忆.md`

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原帖链接：https://x.com/0xCheshire/status/2028732614811763060

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/IOTA在非洲落地数字贸易基建.md`

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原帖链接：https://x.com/0xCheshire/status/2058876734632542356

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/PlayCanvas用手机扫描重建空间.md`

Network accessline 25

原帖链接：https://x.com/_FORAB/status/2052589805071134846

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/币安上线真实股票交易.md`

Network accessline 27

原帖链接：https://x.com/_FORAB/status/2061386548059443392

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/项目与产品介绍/把币安预售拆成三条产品线.md`

Network accessline 34

原帖链接：https://x.com/_FORAB/status/1937159586357850378

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/反常识钩子/土星像月亮一样靠近地球.md`

Network accessline 26

原帖链接：https://x.com/0xCheshire/status/1853371994924060744

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/反常识钩子/每天都像愚人节.md`

Network accessline 26

原帖链接：https://x.com/_FORAB/status/2038965279338963442

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/痛点钩子/用知识缺口承诺高级搜索教程.md`

Network accessline 28

原帖链接：https://x.com/0xCheshire/status/1838070132461253058

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/痛点钩子/用连续困境打开新加坡故事.md`

Network accessline 36

原帖链接：https://x.com/0xCheshire/status/1861620732494753909

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/结果钩子/用业务版图打开索尼Web3研究.md`

Network accessline 28

原帖链接：https://x.com/_FORAB/status/1830912219607113909

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/结果钩子/还清欠债后的下一步.md`

Network accessline 26

原帖链接：https://x.com/0xCheshire/status/2049751307972723021

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/钩子与开头/问题钩子/百年前的人怎样生活.md`

Network accessline 28

原帖链接：https://x.com/0xCheshire/status/1847284840699457998

`archive/deepseek-content-writer-20260725/references/deepseek-content-writing.md`

Access to secretsline 111
```
[Credential-related source omitted]
```
Access to secretsline 114
```
[Credential-related source omitted]
```

`archive/deepseek-content-writer-20260725/scripts/deepseek_content_writer.py`

Executable scriptline 1
```
Executable file
```
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```
BASE_URL = "https://api.deepseek.com"
```
Access to secretsline 592
```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
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[Credential-related source omitted]
```
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
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```
[Credential-related source omitted]
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```
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```
[Credential-related source omitted]
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[Credential-related source omitted]
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```
[Credential-related source omitted]
```

`archive/deepseek-content-writer-20260725/tests/test_deepseek_content_writer.py`

Executable scriptline 1
```
Executable file
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Access to secretsline 326
```
[Credential-related source omitted]
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```
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```
Access to secretsline 387
```
[Credential-related source omitted]
```

`archive/harness-overbuild-20260726/harness/init.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/main.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/cli.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/content_cases.py`

Executable scriptline 1
```
Executable file
```

Network accessline 82

} SOCIAL_SOURCE_URL_RE = re.compile(     r"^原帖链接：(https://x\.com/[^/\s]+/status/\d+)\s*$",

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SOCIAL_SOURCE_URL_RE = re.compile(     r"^原帖链接：(https://x\.com/[^/\s]+/status/\d+)\s*$",     re.MULTILINE,

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r"^原帖链接：(https://x\.com/[^/\s]+/status/\d+)\s*$",

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_validate_sections(original_text, borrow_notes, use_cases)     source_url = str(frontmatter["source_url"])     if not re.fullmatch(r"https://blog\.blacknico\.com/\S+", source_url):

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source_url = str(frontmatter["source_url"])     if not re.fullmatch(r"https://blog\.blacknico\.com/\S+", source_url):         raise ContentCaseError("source_url 必须是个人博客文章链接")

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if not re.fullmatch(r"https://blog\.blacknico\.com/\S+", source_url):

`archive/harness-overbuild-20260726/harness/distribution.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/knowledge.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/policies.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/repository.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/harness/result.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/scripts/content_case_library.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/scripts/sync_blog_articles.py`

Executable scriptline 1
```
Executable file
```

Network accessline 40

/ "博客文章审计.md" ) API_ROOT = "https://blog.blacknico.com/wp-json/wp/v2"

Network accessline 41

) API_ROOT = "https://blog.blacknico.com/wp-json/wp/v2" USER_AGENT = "100x-learning local article archive"

Network accessline 42

API_ROOT = "https://blog.blacknico.com/wp-json/wp/v2"

Network accessline 103

def _request_json(url: str, params: dict[str, Any] | None = None) -> Any:     response = requests.get(

Network accessline 104
```
response = requests.get(
```

`archive/harness-overbuild-20260726/tests/fixtures/kb/20-Sources/Test/Existing Source.md`

Network accessline 3

Original URL: https://example.com/existing-source

`archive/harness-overbuild-20260726/tests/test_content_cases.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/tests/test_distribution.py`

Executable scriptline 1
```
Executable file
```

`archive/harness-overbuild-20260726/tests/test_harness.py`

Executable scriptline 1
```
Executable file
```

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"github_project": {                 "project_name": "project-a",                 "project_url": "https://github.com/example/project-a",

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"project_name": "project-a",                 "project_url": "https://github.com/example/project-a",                 "reader": "需要处理长视频的创作者",

Network accessline 263

"project_url": "https://github.com/example/project-a",

Network accessline 585

"path": "20-Sources/Test/Another Source.md",                     "source_identity": {                         "url": "https://example.com/existing-source",

Network accessline 586

"source_identity": {                         "url": "https://example.com/existing-source",                     },

Network accessline 587

"url": "https://example.com/existing-source",

Network accessline 1086

"sources": [                         {                             "url": "https://example.com/summary",

Network accessline 1087

{                             "url": "https://example.com/summary",                             "role": "case",

Network accessline 1088
```
"url": "https://example.com/summary",
```

Network accessline 1110

"sources": [                         {                             "url": "https://example.gov/rule",

Network accessline 1111

{                             "url": "https://example.gov/rule",                             "role": "evidence",

Network accessline 1112
```
"url": "https://example.gov/rule",
```

`archive/redundant-content-case-reference-20260726/content-case-library.md`

Network accessline 54

全场唯一正经做 PPT 的！元素全可编辑，自带音色克隆和旁白生成，纯纯降维打击。 🔗https://github.com/hugohe3/ppt-master/tree/main

Network accessline 55

🔗https://github.com/hugohe3/ppt-master/tree/main

Network accessline 60

顶级主观审美最佳，完成度极高！目前呈现为 HTML 格式，稍微考验一点使用者的基础。🔗https://github.com/zarazhangrui/frontend-slides/tree/main

Network accessline 65

顶级审美极佳，关键是能输出可编辑的 PPTX 格式！ 🔗https://github.com/alchaincyf/huashu-design

Network accessline 66

🔗https://github.com/alchaincyf/huashu-design

Network accessline 71

瑞士风审美非常棒，自带快捷键，很适合线下分享。 🔗 https://github.com/op7418/guizang-ppt-skill

Network accessline 72

🔗 https://github.com/op7418/guizang-ppt-skill

Network accessline 76

功能设计十分贴心，自带计时器和逐字稿等实用组件。https://github.com/lewislulu/html-ppt-skill/tree/main

Network accessline 80

风格偏可爱，主要以纯图片形式呈现。 🔗 https://github.com/JimLiu/baoyu-skills/tree/main/skills/baoyu-slide-deck

Network accessline 81

🔗 https://github.com/JimLiu/baoyu-skills/tree/main/skills/baoyu-slide-deck

Network accessline 85

偏向于纯图片卡片的输出，更侧重于内容的初步呈现。 🔗 https://github.com/joeseesun/qiaomu-anything-to-notebooklm

Network accessline 86

🔗 https://github.com/joeseesun/qiaomu-anything-to-notebooklm

`archive/retired-wording-tests-2026-08-06/test_absorbed_capabilities.py`

Executable scriptline 1
```
Executable file
```

`archive/retired-wording-tests-2026-08-06/test_capability_conservation.py`

Executable scriptline 1
```
Executable file
```

`archive/retired-wording-tests-2026-08-06/test_publication_requirements_contract.py`

Executable scriptline 1
```
Executable file
```

`archive/writing-capability-retired-2026-09-02/scripts/content_case_library.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`archive/writing-capability-retired-2026-09-02/scripts/hook_library.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`archive/writing-capability-retired-2026-09-02/scripts/writing_memory.py`

Executable scriptline 1
```
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`archive/writing-capability-retired-2026-09-02/tests/test_content_case_library.py`

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`archive/writing-capability-retired-2026-09-02/tests/test_content_learning_loop.py`

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`archive/writing-capability-retired-2026-09-02/tests/test_hook_library.py`

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`archive/writing-capability-retired-2026-09-02/tests/test_promotion_writing_flow.py`

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`archive/writing-capability-retired-2026-09-02/tests/test_writing_contract.py`

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`archive/writing-capability-retired-2026-09-02/tests/test_writing_memory.py`

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`archive/writing-compiler-retired-2026-08-01/schemas/content-case-search.schema.json`

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{   "$schema": "https://json-schema.org/draft/2020-12/schema",

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"$schema": "https://json-schema.org/draft/2020-12/schema",

`archive/writing-compiler-retired-2026-08-01/schemas/writing-execution-record.schema.json`

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{   "$schema": "https://json-schema.org/draft/2020-12/schema",

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"$schema": "https://json-schema.org/draft/2020-12/schema",

`archive/writing-compiler-retired-2026-08-01/writing_delivery.py`

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`archive/writing-compiler-retired-2026-08-01/writing_delivery_tests.retired.py`

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def test_modified_search_receipt_cannot_reach_the_consumer(self) -> None:         record = _record()         record["hook_search"]["candidates"][0]["source"] = "https://example.com/fake"

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record["hook_search"]["candidates"][0]["source"] = "https://example.com/fake"

`assets/readme/hero-en.svg`

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`assets/readme/hero-ja.svg`

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`assets/readme/hero.svg`

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`assets/readme/logo.svg`

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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 160 160" role="img" aria-labelledby="title desc">

`output/content-distribution/de-ai-skills-checklist-v1/post.md`

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1. [Humanizer](https://github.com/blader/humanizer)

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2. [Humanizer-zh](https://github.com/op7418/Humanizer-zh)

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3. [Stop-Slop](https://github.com/hardikpandya/stop-slop)

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4. [说人话](https://github.com/MrGeDiao/shuorenhua)

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5. [De-AI Prompt Enhancer](https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL)

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6. [no-ai-slop](https://github.com/petergyang/no-ai-slop)

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7. [deslop](https://github.com/xingpt88/deslop)

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8. [AI Flavor Remover](https://github.com/hylarucoder/ai-flavor-remover)

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9. [Writing Agent](https://github.com/dongbeixiaohuo/writing-agent)

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10. [ChatGPT Comparison Detection](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection)

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11. [Nuwa Skill](https://github.com/alchaincyf/nuwa-skill)

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12. [Taste Skill](https://github.com/Leonxlnx/taste-skill)

`output/content-distribution/de-ai-skills-checklist-v1/writing-packet.json`

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"statement": "Humanizer 是用于识别并修改常见 AI 写作模式的英文向 Skill，规则基础包括 Wikipedia 的 Signs of AI writing。",       "status": "direct",       "source": "https://github.com/blader/humanizer"

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"status": "direct",       "source": "https://github.com/blader/humanizer"     },

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"source": "https://github.com/blader/humanizer"

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"statement": "Humanizer-zh 是中文去 AI 味 Skill，其元数据写明翻译自 blader/humanizer，并参考 hardikpandya/stop-slop。",       "status": "direct",       "source": "https://github.com/op7418/Humanizer-zh"

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"status": "direct",       "source": "https://github.com/op7418/Humanizer-zh"     },

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"source": "https://github.com/op7418/Humanizer-zh"

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"statement": "Stop-Slop 直接处理英文散文中的填充句、公式结构、机械节奏和其它 AI 写作痕迹。",       "status": "direct",       "source": "https://github.com/hardikpandya/stop-slop"

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"status": "direct",       "source": "https://github.com/hardikpandya/stop-slop"     },

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"source": "https://github.com/hardikpandya/stop-slop"

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"statement": "Taste Skill 的官方定位是 Anti-Slop Frontend Framework，主要改善 AI 生成界面的布局、字体、动效和间距。",       "status": "direct",       "source": "https://github.com/Leonxlnx/taste-skill"

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"status": "direct",       "source": "https://github.com/Leonxlnx/taste-skill"     },

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"source": "https://github.com/Leonxlnx/taste-skill"

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"statement": "AI Flavor Remover 仓库主要提供一段中文润色 Prompt，README 表示只在 Gemini 2.5 Pro 上测试过。",       "status": "direct",       "source": "https://github.com/hylarucoder/ai-flavor-remover"

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"status": "direct",       "source": "https://github.com/hylarucoder/ai-flavor-remover"     },

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"source": "https://github.com/hylarucoder/ai-flavor-remover"

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"statement": "说人话是中文优先的去 AI 味 Skill，强调先保护数字、版本、命令、责任关系和其它事实，再调整表达。",       "status": "direct",       "source": "https://github.com/MrGeDiao/shuorenhua"

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"status": "direct",       "source": "https://github.com/MrGeDiao/shuorenhua"     },

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"source": "https://github.com/MrGeDiao/shuorenhua"

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"statement": "说人话仓库公开了一套包含正反例、事实保真门槛和双模型判分记录的评测材料。",       "status": "project_claim",       "source": "https://github.com/MrGeDiao/shuorenhua"

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"status": "project_claim",       "source": "https://github.com/MrGeDiao/shuorenhua"     },

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"source": "https://github.com/MrGeDiao/shuorenhua"

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"statement": "Nuwa Skill 用研究材料提取某个人的思维模型、判断规则、表达 DNA 和边界，最终生成可调用的人物视角 Skill。",       "status": "direct",       "source": "https://github.com/alchaincyf/nuwa-skill"

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"status": "direct",       "source": "https://github.com/alchaincyf/nuwa-skill"     },

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"source": "https://github.com/alchaincyf/nuwa-skill"

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"statement": "Writing Agent 是从选题、证据、起草、去 AI 味、审稿到导出的完整写作生产线，去 AI 味只是其中一个环节。",       "status": "direct",       "source": "https://github.com/dongbeixiaohuo/writing-agent"

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"status": "direct",       "source": "https://github.com/dongbeixiaohuo/writing-agent"     },

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"source": "https://github.com/dongbeixiaohuo/writing-agent"

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"statement": "ChatGPT Comparison Detection 是 HC3 人类与 ChatGPT 对比语料、检测模型和论文的官方仓库，不负责改写文章。",       "status": "direct",       "source": "https://github.com/Hello-SimpleAI/chatgpt-comparison-detection"

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"status": "direct",       "source": "https://github.com/Hello-SimpleAI/chatgpt-comparison-detection"     },

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"source": "https://github.com/Hello-SimpleAI/chatgpt-comparison-detection"

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"statement": "De-AI Prompt Enhancer 提供去 AI 味和作者风格复现两种 Skill 模式，并明确标注上游仓库为 Humanizer-zh。",       "status": "direct",       "source": "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"

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"status": "direct",       "source": "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"     },

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"source": "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"

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"statement": "no-ai-slop 可以改写或只检测 AI 写作模式，强调尽量少改、保护作者原有声音，并附带改后自检清单。",       "status": "direct",       "source": "https://github.com/petergyang/no-ai-slop"

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"status": "direct",       "source": "https://github.com/petergyang/no-ai-slop"     },

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"source": "https://github.com/petergyang/no-ai-slop"

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"statement": "xingpt88/deslop 的 Skill 文件明确注明综合了 blader/humanizer、hardikpandya/stop-slop、avoid-ai-writing 和 talk-normal 的规则。",       "status": "direct",       "source": "https://github.com/xingpt88/deslop"

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"status": "direct",       "source": "https://github.com/xingpt88/deslop"     },

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"source": "https://github.com/xingpt88/deslop"

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"statement": "xingpt88/deslop 没有公开独立评测结果，因此适合描述成方便安装的中文规则合集，不宜直接宣称已经证明效果最强。",       "status": "observed",       "source": "当前对话对 https://github.com/xingpt88/deslop 仓库文件树和内容的核查"

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"status": "observed",       "source": "当前对话对 https://github.com/xingpt88/deslop 仓库文件树和内容的核查"     }

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"source": "当前对话对 https://github.com/xingpt88/deslop 仓库文件树和内容的核查"

`output/content-distribution/portfolio-rebalancing-v1/make_content2_static_sample_reset.py`

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`output/content-distribution/portfolio-rebalancing-v1/make_copy_led_static_sample.py`

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`output/content-distribution/portfolio-rebalancing-v1/make_gif.py`

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`output/content-distribution/portfolio-rebalancing-v1/make_neon_dataviz_gif.py`

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`output/content-distribution/portfolio-rebalancing-v1/make_neon_flowchart_gif.py`

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`output/content-distribution/portfolio-rebalancing-v1/make_sketch_style_sample.py`

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`output/content-distribution/portfolio-rebalancing-v1/post-copy.md`

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来源：[MIT 18.S096 Lecture 16: Portfolio Management，约 52:22–55:48](https://ocw.mit.edu/courses/18-s096-topics-in-mathematics-with-applications-in-finance-fall-2013/resources/lecture-16-portfolio-management/)

`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/animation.js`

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`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/build-audio.js`

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`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/editable-media-runtime.js`

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`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/project-data.js`

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{       label: "Bilibili P14 约 1:06:00–1:10:30",       url: "https://www.bilibili.com/video/BV15SDxYAEvB/?p=14&t=3960"

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label: "Bilibili P14 约 1:06:00–1:10:30",       url: "https://www.bilibili.com/video/BV15SDxYAEvB/?p=14&t=3960"     },

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url: "https://www.bilibili.com/video/BV15SDxYAEvB/?p=14&t=3960"

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{       label: "MIT OpenCourseWare Lecture 16 transcript",       url: "https://ocw.mit.edu/courses/18-s096-topics-in-mathematics-with-applications-in-finance-fall-2013/2aa2fec3d040b7d3746ca7ba5c192041_8TJQhQ2GZ0Y.pdf"

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label: "MIT OpenCourseWare Lecture 16 transcript",       url: "https://ocw.mit.edu/courses/18-s096-topics-in-mathematics-with-applications-in-finance-fall-2013/2aa2fec3d040b7d3746ca7ba5c192041_8TJQhQ2GZ0Y.pdf"     }

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url: "https://ocw.mit.edu/courses/18-s096-topics-in-mathematics-with-applications-in-finance-fall-2013/2aa2fec3d040b7d3746ca7ba5c192041_8TJQhQ2GZ0Y.pdf"

`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/render-preview.js`

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`output/content-distribution/visual-multimedia-projects/millennium-bridge-crowding-v1/styles.css`

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z-index: 19;   opacity: .11;   background-image: url("data:image/svg+xml,%3Csvg viewBox='0 0 180 180' xmlns='http://www.w3.org/2000/svg'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='.86' numOctaves='3' seed='11' s

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opacity: .11;   background-image: url("data:image/svg+xml,%3Csvg viewBox='0 0 180 180' xmlns='http://www.w3.org/2000/svg'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='.86' numOctaves='3' seed='11' stitchTiles='sti

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background-image: url("data:image/svg+xml,%3Csvg viewBox='0 0 180 180' xmlns='http://www.w3.org/2000/svg'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='.86' numOctaves='3' seed='11' stitchTiles='stitch'/%3E%3C/filt

`output/de-ai-github-card/editable-media-runtime.js`

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"kind": "table",       "default": [         {"name": "qu-ai-wei", "stars": "299 star", "description": "中文去 AI 味 Skill，会一起处理套话、抽象表达、句子节奏和语体，改稿时也不会凭空补充事实。", "url": "https://github.com/LifelongLazyLearner/qu-ai-wei"},

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"default": [         {"name": "qu-ai-wei", "stars": "299 star", "description": "中文去 AI 味 Skill，会一起处理套话、抽象表达、句子节奏和语体，改稿时也不会凭空补充事实。", "url": "https://github.com/LifelongLazyLearner/qu-ai-wei"},         {"name": "说人话", "stars": "818 star", "de

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{"name": "qu-ai-wei", "stars": "299 star", "description": "中文去 AI 味 Skill，会一起处理套话、抽象表达、句子节奏和语体，改稿时也不会凭空补充事实。", "url": "https://github.com/LifelongLazyLearner/qu-ai-wei"},

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{"name": "说人话", "stars": "818 star", "description": "写 README、开发进度和技术文章很合适，版本号、命令和责任归属都能保住，改完更自然，也不耽误正事。", "url": "https://github.com/MrGeDiao/shuorenhua"},

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{"name": "De-AI Prompt Enhancer", "stars": "566 star", "description": "它把 7 篇真实文章做成了风格参考，可以换成自己的旧文章，让 AI 熟悉你的写法，再清掉残留的机器痕迹。", "url": "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"},

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{"name": "Humanizer", "stars": "3.1 万 star", "description": "英文去 AI 味的基础款，专门清理固定开场、空洞强调和模板式收尾，规则简单，接进各种 Agent 都方便。", "url": "https://github.com/blader/humanizer"},

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{"name": "Stop-Slop", "stars": "1.4 万 star", "description": "适合已经成稿的英文内容，专门收拾无用铺垫、商业黑话、结构套话和故作深沉的碎句。", "url": "https://github.com/hardikpandya/stop-slop"},

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{"name": "no-ai-slop", "stars": "2696 star", "description": "原稿已经有个人语气时很适合用它，既能只检测，也能按最小幅度修改，尽量不把作者自己的声音一起抹掉。", "url": "https://github.com/petergyang/no-ai-slop"},

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{"name": "Writing Agent", "stars": "335 star", "description": "想从选题、搜集证据一路做到审稿和导出，可以直接使用这套完整写作流程，去 AI 味只是其中一环。", "url": "https://github.com/dongbeixiaohuo/writing-agent"}

`output/de-ai-github-card/index.html`

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stars: "299 star",             description: "中文去 AI 味 Skill，会一起处理套话、抽象表达、句子节奏和语体，改稿时也不会凭空补充事实。",             url: "https://github.com/LifelongLazyLearner/qu-ai-wei"

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description: "中文去 AI 味 Skill，会一起处理套话、抽象表达、句子节奏和语体，改稿时也不会凭空补充事实。",             url: "https://github.com/LifelongLazyLearner/qu-ai-wei"           },

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url: "https://github.com/LifelongLazyLearner/qu-ai-wei"

Network accessline 531

stars: "818 star",             description: "写 README、开发进度和技术文章很合适，版本号、命令和责任归属都能保住，改完更自然，也不耽误正事。",             url: "https://github.com/MrGeDiao/shuorenhua"

Network accessline 532

description: "写 README、开发进度和技术文章很合适，版本号、命令和责任归属都能保住，改完更自然，也不耽误正事。",             url: "https://github.com/MrGeDiao/shuorenhua"           },

Network accessline 533

url: "https://github.com/MrGeDiao/shuorenhua"

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stars: "566 star",             description: "它把 7 篇真实文章做成了风格参考，可以换成自己的旧文章，让 AI 熟悉你的写法，再清掉残留的机器痕迹。",             url: "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"

Network accessline 538

description: "它把 7 篇真实文章做成了风格参考，可以换成自己的旧文章，让 AI 熟悉你的写法，再清掉残留的机器痕迹。",             url: "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"           },

Network accessline 539

url: "https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL"

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stars: "3.1 万 star",             description: "英文去 AI 味的基础款，专门清理固定开场、空洞强调和模板式收尾，规则简单，接进各种 Agent 都方便。",             url: "https://github.com/blader/humanizer"

Network accessline 544

description: "英文去 AI 味的基础款，专门清理固定开场、空洞强调和模板式收尾，规则简单，接进各种 Agent 都方便。",             url: "https://github.com/blader/humanizer"           },

Network accessline 545

url: "https://github.com/blader/humanizer"

Network accessline 549

stars: "1.4 万 star",             description: "适合已经成稿的英文内容，专门收拾无用铺垫、商业黑话、结构套话和故作深沉的碎句。",             url: "https://github.com/hardikpandya/stop-slop"

Network accessline 550

description: "适合已经成稿的英文内容，专门收拾无用铺垫、商业黑话、结构套话和故作深沉的碎句。",             url: "https://github.com/hardikpandya/stop-slop"           },

Network accessline 551

url: "https://github.com/hardikpandya/stop-slop"

Network accessline 555

stars: "2696 star",             description: "原稿已经有个人语气时很适合用它，既能只检测，也能按最小幅度修改，尽量不把作者自己的声音一起抹掉。",             url: "https://github.com/petergyang/no-ai-slop"

Network accessline 556

description: "原稿已经有个人语气时很适合用它，既能只检测，也能按最小幅度修改，尽量不把作者自己的声音一起抹掉。",             url: "https://github.com/petergyang/no-ai-slop"           },

Network accessline 557

url: "https://github.com/petergyang/no-ai-slop"

Network accessline 561

stars: "335 star",             description: "想从选题、搜集证据一路做到审稿和导出，可以直接使用这套完整写作流程，去 AI 味只是其中一环。",             url: "https://github.com/dongbeixiaohuo/writing-agent"

Network accessline 562

description: "想从选题、搜集证据一路做到审稿和导出，可以直接使用这套完整写作流程，去 AI 味只是其中一环。",             url: "https://github.com/dongbeixiaohuo/writing-agent"           }

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url: "https://github.com/dongbeixiaohuo/writing-agent"

`output/imagegen/ai-copy-comparison-v1/compose_poster.py`

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`scripts/bidclub_ingest.py`

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`scripts/bidclub_translate.py`

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`scripts/durable_learning_project.py`

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`scripts/marktree_integration.py`

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`scripts/normalize_subtitles.py`

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Executable file; content unavailable
```

`scripts/private_library.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`scripts/private_library_health.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_durable_learning_project.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_learning_contract.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_marktree_integration.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_normalize_subtitles.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_private_library.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_private_library_health.py`

Executable scriptline 1
```
Executable file; content unavailable
```

`tests/test_transcript_editing_contract.py`

Executable scriptline 1
```
Executable file; content unavailable
```

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.

Some files could not be read; the facts below still hold.

Declared and executed: 1 fact

Contacts api.deepseek.com, which SKILL.md, the README and the plugin manifest do not mentionarchive/deepseek-content-writer-20260725/scripts/deepseek_content_writer.py:16High confidence

Signal confidence: 499 facts

Network access in prose of documentationREADME.en.md:13Low confidence
Network access in prose of documentationREADME.en.md:14Low confidence
Network access in prose of documentationREADME.en.md:17Low confidence
Network access in prose of documentationREADME.en.md:18Low confidence
Network access in prose of documentationREADME.en.md:19Low confidence
Network access in prose of documentationREADME.en.md:20Low confidence
Network access in prose of documentationREADME.en.md:21Low confidence
Network access in prose of documentationREADME.en.md:24Low confidence
Network access in prose of documentationREADME.en.md:25Low confidence
Network access in prose of documentationREADME.en.md:26Low confidence
Network access in prose of documentationREADME.en.md:27Low confidence
Network access in prose of documentationREADME.en.md:32Low confidence
Network access in prose of documentationREADME.ja.md:13Low confidence
Network access in prose of documentationREADME.ja.md:14Low confidence
Network access in prose of documentationREADME.ja.md:17Low confidence
Network access in prose of documentationREADME.ja.md:18Low confidence
Network access in prose of documentationREADME.ja.md:19Low confidence
Network access in prose of documentationREADME.ja.md:20Low confidence
Network access in prose of documentationREADME.ja.md:21Low confidence
Network access in prose of documentationREADME.ja.md:24Low confidence
Network access in prose of documentationREADME.ja.md:25Low confidence
Network access in prose of documentationREADME.ja.md:26Low confidence
Network access in prose of documentationREADME.ja.md:27Low confidence
Network access in prose of documentationREADME.ja.md:32Low confidence
Network access in prose of documentationREADME.md:13Low confidence
Network access in prose of documentationREADME.md:14Low confidence
Network access in prose of documentationREADME.md:17Low confidence
Network access in prose of documentationREADME.md:18Low confidence
Network access in prose of documentationREADME.md:19Low confidence
Network access in prose of documentationREADME.md:20Low confidence
Network access in prose of documentationREADME.md:21Low confidence
Network access in prose of documentationREADME.md:24Low confidence
Network access in prose of documentationREADME.md:25Low confidence
Network access in prose of documentationREADME.md:26Low confidence
Network access in prose of documentationREADME.md:27Low confidence
Network access in prose of documentationREADME.md:32Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md:3Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md:4Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md:5Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:3Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:4Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:5Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:17Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:33Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:34Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:35Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:43Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:54Low confidence
Network access in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:74Low confidence
Access to secrets in prose of documentationarchive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md:87Low confidence

and 449 more

Only the first 500 facts are listed.

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard 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.

CheshireMew/100x-learning

History

SKILL.md

archive/writing-capability-retired-2026-09-02/SKILL.md

Share this page

Heat

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Individual skills in this repository

How it works

100x-learning

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

LICENSE

NOTICE

README.en.md

README.ja.md

README.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/does-bitcoin-still-embody-the-advanced-productive-forces-of-society.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-can-just-12-english-words-secure-your-entire-fortune.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-i-design-covers-and-graphics-with-ai-plus-prompts.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-be-a-kol.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-deal-with-human-pessimism.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/i-cloned-flomo-using-ai-and-now-its-open-source.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/i-got-kicked-out-of-the-chinese-section.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/if-technology-does-not-lead-to-good-discard-it.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/installing-openclaw-on-a-cloud-server.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/love-ai-vibe-coding.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/mint-ventures-value-investing.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/my-all-in-one-prompt-collection.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/my-resume-for-2025-and-outlook-for-2026.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/my-ultimate-ai-toolkit.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/myths-of-diversified-investment.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/this-is-going-to-kill-me-if-it-keeps-going.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/twitter-traffic-secrets-how-to-craft-viral-threads.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/why-does-gold-choose-humans.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations.md

archive/content-case-layout-before-source-first-2026-07-29/Articles/why-your-crypto-portfolio-loses-money-the-more-you-rebalance.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/东京为什么吸引加密交易团队.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从儿童节日常转到币安股票入口.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从小号爆款案例猜测平台封禁机制.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/实测币安股票交易入口.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/拒绝通讯录后仍收到熟人推荐.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/澳门身份的金融便利与居住代价.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/询问券商后归纳内地限制方式.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/Bithumb错发比特币引发插针.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/JaneStreet从桌边主机走到GPU数据中心.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/不断升级的飞行员救援行动.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/游戏驿站收购eBay的规模矛盾.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马克库班用两层对冲保护Yahoo股票.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马斯克与OpenAI的短信怎样变成庭审证据.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/黄仁勋承认失败后向世嘉提出投资请求.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/从成品倒推的AI自学法.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/把工作流固化为Skill.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/自定义币安底部导航.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/进入预测市场的完整路径.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/AI图片隐形水印怎样工作.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/Citadel量化交易流水线.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/ZEC隐私漏洞怎样变成市场风险.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/星舰为什么从碳纤维转向不锈钢.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/用五个层次比较中美AI.md

archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/清单与资源推荐/把一本书整理成投资判断清单.md

`SKILL.md`

`archive/writing-capability-retired-2026-09-02/SKILL.md`

`LICENSE`

`NOTICE`

`README.en.md`

`README.ja.md`

`README.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/ai-does-not-need-crypto.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/aicreatewebsite.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/does-bitcoin-still-embody-the-advanced-productive-forces-of-society.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-can-just-12-english-words-secure-your-entire-fortune.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-i-design-covers-and-graphics-with-ai-plus-prompts.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-my-twitter-got-hacked-and-how-i-got-it-back-in-half-a-day.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-be-a-kol.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-build-a-personal-brand-with-chatgpt-comprehensive-prompts-included.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/how-to-deal-with-human-pessimism.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-cloned-flomo-using-ai-and-now-its-open-source.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-got-kicked-out-of-the-chinese-section.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/i-made-an-open-source-video-app-that-handles-downloading-ai-translation-and-subtitle-editing-all-in-one-place.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/if-technology-does-not-lead-to-good-discard-it.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/installing-openclaw-on-a-cloud-server.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/love-ai-vibe-coding.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/mint-ventures-value-investing.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-all-in-one-prompt-collection.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-resume-for-2025-and-outlook-for-2026.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/my-ultimate-ai-toolkit.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/myths-of-diversified-investment.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/past-the-limits-of-human-knowledge-alphago-at-ten-and-the-cognitive-revolution.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/this-is-going-to-kill-me-if-it-keeps-going.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/twitter-traffic-secrets-how-to-craft-viral-threads.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-does-gold-choose-humans.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-musk-is-obsessed-with-the-energy-revolution-colonizing-mars-and-interplanetary-civilizations.md`

`archive/content-case-layout-before-source-first-2026-07-29/Articles/why-your-crypto-portfolio-loses-money-the-more-you-rebalance.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/东京为什么吸引加密交易团队.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从儿童节日常转到币安股票入口.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/从小号爆款案例猜测平台封禁机制.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/实测币安股票交易入口.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/拒绝通讯录后仍收到熟人推荐.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/澳门身份的金融便利与居住代价.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/个人观察与实测/询问券商后归纳内地限制方式.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/Bithumb错发比特币引发插针.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/JaneStreet从桌边主机走到GPU数据中心.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/不断升级的飞行员救援行动.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/游戏驿站收购eBay的规模矛盾.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马克库班用两层对冲保护Yahoo股票.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/马斯克与OpenAI的短信怎样变成庭审证据.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/事件与商业故事/黄仁勋承认失败后向世嘉提出投资请求.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/从成品倒推的AI自学法.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/把工作流固化为Skill.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/自定义币安底部导航.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/教程与操作指南/进入预测市场的完整路径.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/AI图片隐形水印怎样工作.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/Citadel量化交易流水线.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/ZEC隐私漏洞怎样变成市场风险.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/星舰为什么从碳纤维转向不锈钢.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/概念与机制解释/用五个层次比较中美AI.md`

`archive/content-case-layout-before-source-first-2026-07-29/Social Posts/Content Cases/完整短内容/清单与资源推荐/把一本书整理成投资判断清单.md`

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