本来 ❤️

[本来 ❤️ @dbl5201]

@HarmonyLauncher 666

[Geek @geekbb]

读取 Codex 留在本机的 JSONL 日志，把聚合用量索引到 SQLite 里，然后通过仪表盘、CLI 和 MCP 工具呈现出来。让 Codex 用户看清 token 和额度都花在了哪里。

https://t.co/6oNkdrSejx

[Geek @geekbb]

不错不错，就是用这个项目配合各大厂的免费模型，把它们额度集中到一起用。别小看这 16 家 LLM 提供商的免费额度（合计约 每月 17 亿 Token），用好了确实可以节省不少，找时间折腾一下。

https://t.co/lXFk7uogfq

[金尘马 @jinchenma_ai]

提示词：
# Global Codex Instructions

## General Working Style

* Be direct, practical, and outcome-oriented.
* Start with the conclusion or recommendation.
* Do not flatter the user or blindly agree with them.
* Point out weak assumptions, logical gaps, risks, and execution problems when they appear.
* Prefer structured answers with clear judgment, reasons, action steps, risks, and next steps.
* If the task is ambiguous but not blocked, make a reasonable assumption and continue.
* Ask clarification questions only when the task cannot be safely or meaningfully completed without them.

## Output Style

* Keep explanations concise but complete.
* Avoid empty motivational language.
* Avoid overly formal, corporate, or generic wording.
* When giving a plan, make it executable rather than theoretical.
* When giving multiple options, state which one is recommended and why.
* For substantial tasks, clearly separate facts, assumptions, decisions, and risks.

## Writing Tasks

When helping with writing, editing, scripts, social posts, articles, course materials, or marketing copy:

* Preserve the user’s original intent and voice.
* Improve clarity, structure, density, rhythm, and readability.
* Avoid generic marketing language, excessive hype, empty slogans, and buzzwords.
* Prefer concrete examples, sharp openings, clear structure, and memorable phrasing.
* For social media content, prioritize clarity, conflict, insight, and shareability.
* For educational content, explain concepts in a practical and easy-to-understand way.
* For Chinese content, use natural modern Chinese. Avoid stiff translated wording.

## Research and Analysis Tasks

When doing research, comparison, product analysis, business analysis, or decision support:

* Separate facts from assumptions.
* Prefer primary sources, official documentation, changelogs, source code, or credible public discussions.
* Do not only collect information. Extract judgment, implications, and practical takeaways.
* If evidence is weak, anecdotal, outdated, or uncertain, say so clearly.
* When comparing options, include trade-offs rather than only listing advantages.
* When making recommendations, consider cost, risk, maintainability, long-term value, and execution difficulty.

## Coding Tasks

When working on code:

* Inspect relevant files and existing patterns before editing.
* Make the smallest safe change that solves the problem.
* Preserve existing style, naming, structure, and architecture.
* Prefer simple, maintainable solutions over clever abstractions.
* Do not introduce new dependencies unless clearly justified.
* Do not modify secrets, environment files, authentication, payment logic, database schema, deployment config, or other high-risk production areas without explicit approval.
* After code changes, run the most relevant available check when practical.
* If verification cannot be run, clearly state what was not verified.

## Context Discipline

* Do not read huge files, logs, or generated outputs blindly.
* Use targeted search first.
* Prefer the smallest relevant context over broad scanning.
* Avoid overloading the context with unrelated files or long outputs.
* If a command may produce large output, summarize or inspect only the relevant part.

## Completion Format

For substantial tasks, end with:

1. What was done
2. Key decisions or assumptions
3. What was verified
4. Remaining risks or unverified parts
5. Suggested next step

## Important Principle

Global instructions should describe default collaboration habits.

Project-specific details such as tech stack, test commands, directory structure, coding conventions, deployment rules, and business logic should be placed in the project-level AGENTS file, not in the global configuration.

[0x鸣人 @LuBtc888]

分享一个玩美股必备的网站：Finviz

筛股功能相当的全面，重点是完全免费！

最直观的是有这张热力图，当天市场的主要涨跌一目了然。

比如你想找“放量突破 50 日均线、离新高一步之遥、内部人还在买的票”，它几秒给你刷出来。

基本面、技术面、内部人交易，几十个参数随便组合。

网址后缀加个COM就是了。

[波妞PONYO @ponyodong]

AI 人绝不私藏！
10个超实用 GPT Image 2 提示词宝藏网站，一键复制即用👇

① https://t.co/DDFTN6aM69 — 12,000+ 提示词，覆盖 Gemini/ChatGPT/MJ/SD 全场景
🔗 https://t.co/9uHiXffI1K

② MeiGen — GPT Image 2 + Nano Banana + Seedance 视频提示词，复制即用
🔗 https://t.co/0MjjzxGjIo

③ YouMind — 全球最大免费 AI 提示词库，图像/影片/网页，每日更新
🔗 https://t.co/AgZiAJi9Is

④ GPT Image 2 提示词大全 — 490条精选，支持中英文搜索、分类筛选、一键复制
🔗 https://t.co/Igfqi4Wvsg

⑤ Banana Pro AI — 免费 GPT Image 2 词库，覆盖人像/产品/Logo/社媒
🔗 https://t.co/LHBMRvjcw3

⑥ https://t.co/qYsSpMrIeN — 高质量 GPT-Image-2 画廊，带参考图，一键复制
🔗 https://t.co/1ENOIgGbLM

⑦ Leader Prompt Gallery — 海量 MJ + GPT Image 提示词，人像/海报/电商全覆盖
🔗 https://t.co/dmFABgCKpg

⑧ GPT-Image2 提示画廊 — 爆款案例 + 可复用 Prompt，视觉筛选+GitHub直链
🔗 https://t.co/OlahK0CXxt

⑨ Cyberbara — 基于 awesome-gpt-image 整理的词库，多图 slideshow 展示
🔗 https://t.co/urZ3QeDPpB

⑩ 2slides — 226个精选示例，涵盖人像/海报/UI/信息图等12大类
🔗 https://t.co/RlLDvAvSSA

#AI #GPTImage2 #提示词 #AIArt #AIImage

[Huan @Huanusa]

发现一个超大的教育资源整理仓库：

edu-knowlege。

据介绍，里面汇总了大量学习资料，体量接近 100TB，覆盖从幼儿园到大学阶段的内容。

资源范围包括：

• 幼儿园资料
• 小学课程
• 初中课程
• 高中资料
• 大学相关资料
• 毕业论文参考资料
• 纪录片
• 电子书
• 多语言学习内容
还整合了学而思、猿辅导、作业帮、万维等多类教育资料入口。
比较适合几类人收藏：
• 家里有孩子，需要找学习资料
• 正在备考、考研、考公
• 想系统补课、自学
• 需要查找电子书、纪录片、论文资料
它不是一次性丢资源就不维护的仓库，
而是按月更新，持续整理。
GitHub 目前 2.8k 星，
MIT 开源。
项目地址：

https://t.co/vbSntfVkIA

提醒一句：

资料可以收藏备用，
但使用时注意版权和合规问题。
真正有价值的不是“囤资源”，
而是能不能把资源变成自己的知识体系。

[本来 ❤️ @dbl5201]

@underwoodxie96 @K_polar_AI 怎么获取gpts

[GOLD @Honcia13]

互联网上最聪明的那批人，最近直接把脑子开源了！
这11个GitHub仓库，真的能让你少走三年弯路。
先码住，再慢慢啃！

1、PilotDeck（OpenBMB）
开源AI智能体框架，几分钟部署一个能自己干活的Agent
https://t.co/urhAZsylCs

2、andrej-karpathy-skills（Karpathy）
一个CLAUDE.md文件封神，17万+星，AI编程铁律
https://t.co/LYSw7MQ0hb

3、MemPalace
AI记忆系统，LongMemEval接近满分
https://t.co/b44Np0SUQB

4、OpenClaw（Peter Steinberger）
私人AI助理，37万+星，GitHub史上涨得最快的之一
https://t.co/dG9XXoptVG

5、autoresearch（Karpathy）
科研自动化框架，吸星速度离谱
https://t.co/KAjs1OHVLP

6、awesome-claude-code
Claude Code顶级玩法合集，FAANG内部都在用
https://t.co/CVXe2ghsQW

7、agent-skills（Addy Osmani）
生产级AI编程技能，3万+星
https://t.co/sdCWzP18BN

8、AI-Agents-for-Beginners（微软）
12节免费课，从零教AI智能体
https://t.co/ZLUN7iVjmD

9、awesome-llm-apps
最大可运行AI应用合集，10万+星，抄作业首选
https://t.co/KtfKxiESvo

10、hermes-agent（NousResearch）
自进化AI智能体，越用越聪明
https://t.co/V0mSlQpSHW

11、qlib（微软）
全套量化投资平台，直接clone对冲基金大脑
https://t.co/6f8qUjBGxD信息差才是最贵的。
别人闷声收藏天天用，你刷完就划走，差距就这么拉开了。
码住 + 转发给还在瞎找资料的朋友
#AIAgents #GitHub宝藏 #Karpathy #开源神器

[本来 ❤️ @dbl5201]

@Meta8Mate 割韭菜

[Lonely @Lonely__MH]

我也推荐一个应用：风鸟

也几乎免费，功能齐全

[@Chengyi_AI @chengyi520_AI]

When the Nano Banana Pro meets the Flux-1.1-pro-ultra.

Figure 1 shows the structure of the Nano Banana Pro, and Figure 2 shows the masterpiece of the Flux-1.1-pro-ultra.

Judging from the overall view, color, and detail, which one do you think is superior in this comparison?

[本来 ❤️ @dbl5201]

@ychngy227052001 6

[@Chengyi_AI @chengyi520_AI]

Discover a powerful AI image tool – Black Magic AI is no exaggeration!

🛠️Ready to use right out of the box
Official website (https://t.co/cDMIHP7o0J) Most importantly, it's completely free and requires no login. This website is absolutely essential to your toolbox.

[本来 ❤️ @dbl5201]

@flyfly21x @0xAA_Science 恒大了

[本来 ❤️ @dbl5201]

@peiopeixiao l老板

[摆烂程序媛 @wanerfu]

如果你有以下条件，每天可以赚500美元：

1. 一台笔记本电脑
2. Wi-Fi网络
3. 时间

这是10个Claude提示词，能让你每天赚钱：

[本来 ❤️ @dbl5201]

白嫖ai

[烁皓 @eternityspring]

如果你还不知道怎么7美元搞定 ChatGPT Business
可以看看这个教程，其他地区的方法也差不多～

[无颜 @WY_mask]

突然注意到还分享了100多个开源的aiAgent项目

表单进行了分类和介绍，大家可以看看有需要的自行安装
https://t.co/H4GryeKrHy

[本来 ❤️ @dbl5201]

kiro注册机

[熊三金Cole🔶买美股上币安 @x_sanjin]

有人搞出了 Kiro 自动注册机

批量跑 AWS Builder ID 账号

我刚写完 Kiro 白嫖教程

转头就看到注册机出来了

这速度比我写教程还快

GitHub 上工具已经开源了

感兴趣的自己去看看

开源链接在评论区

[小樱💞｜实用工具分享 @xiaoying_eth]

YouTube短视频大量生产的机制几乎全部公开了。

只需要一个Python脚本和一个Reddit链接。

就能生成完成的视频。

工作流程是：
1. 获取Reddit帖子
2. 截图帖子和热门评论
3. AI语音配旁白
4. 用《我的世界》等视频做背景
5. 叠加评论卡片
6. 导出MP4

YouTube短视频和TikTok上常见的冷知识视频。

GitHub 9000星。免费。开源。
https://t.co/nrocnYsaqt