将书籍、PDF、PPT、Word、网页与多份资料转化为可追溯知识库、交互式学习网页和同源生成的 Markdown。 learn-from-materials 是一个基于开放 Agent Skills 规范的跨 Agent 学习 Skill。系统学习强调完整阅读；快速了解提炼核心主线。两种模式均要求出处可核验、材料事实与 ...

本文讲清 Harness² 解决什么问题、机制怎么跑通、实测数据、社区落地与未来边界。 做 Agent 的同学大概都有过这种感受：同一个大模型，换一套提示词、工具编排和记忆策略，干活稳定性就能差出一大截。模型没变，结果先变了。 模型表现拉胯时，很多人的第 ...

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...

同样的五个场景，ManimCE 要 278 秒，ManimGX 3 秒出片；API 还是 Manim 那一套，Agent 写脚本就能出 3D 视频。 ⚠️ 需要 Python 3.13 或更高版本，Windows / macOS / Linux 都有预编译 wheel，无需 Rust 工具链。渲染走 wgpu：Windows 建议 DX12 或 Vulkan 显卡，老显卡、虚拟机和远程桌面 ...

The DIY macro pad for tablets we created last time required opening two terminals and running commands manually every time we wanted to use it.In this article, I will summarize the steps to create a b ...

The Busy Bar can run JavaScript apps now, and an app catalog is just around the corner.

This is a follow-up to the previous article, "Fitbit Web API to shut down on November 2, 2026: What I learned from switching ...

The 10 Best Claude Code Skills for PowerPoint and Slide Creation in 2026 can automate deck planning, PPTX generation, template reuse, and visual review.

I used free AI running on my mini PC to identify, rename, and organize more than 240 photos without uploading a single one.

Since the turn of the century, Variety has scoped out the next generation of comedy stars through our annual 10 Comics to Watch franchise. The inaugural lineup in 2000 included future industry ...

Binance details how a months-long plot ends in a $6.34 billion hack.

Human-curated Python news, projects, articles & tools. Support: patreon.com/pythonhub Suggest a Link: pythonhub.dev/submit/ ...