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@coodoo
coodoo / vs.md
Created December 31, 2025 01:52
claude agent skills vs. mcp

欸 昨天貼了 claude meetup taipei 心得裏面提到 2026 大趨勢是用 skills 取代 mcp 結果引來許多疑問,趁早上踩飛輪時就順手寫了篇快速解釋希望對大家有幫助!

先說重點

  1. context engineering 是 agent 開發最重要的事,其中關鍵就是防止 context 快速肥大導致 llm 失憶或注意力潰散,導致任務執行失敗。

  2. 由 mcp 升級 skills 的主要好處就是解決上述問題,讓你的 agent 變的更聰明能幹少出錯。

下面是俱體細節👇

🥫 The Ketchup Technique

Controlled Bursts + TDD + TCR + 100% Coverage

╔═════════════════════════════════════════════════════════════════════╗
║   Red ───► Green ───►[TCR]───► Refactor ───►[TCR]───► Done          ║
║                                                                     ║
║   [TCR] = test ──┬── pass ──► commit ──► continue                   ║
║                  └── fail ──► REVERT ──► RETHINK                    ║
║                                                                     ║
@arainko
arainko / tutorial_cs2_audio_issues_linux.md
Last active December 31, 2025 02:00
Fix CS2 audio issues on Linux (pop_os in particular)

Issue: playing CS2 and talking on Discord is impossible - the game audio cuts off after a certain time and never comes back.

Solution: Create a virtual device using some pipewire trickery and then use that virtual device as the output device in CS2.

  1. Save output of pactl list to a file (get this package installed if you don't have it)
  2. Search for Sink with State: RUNNING in the file we created in the previous point, in my case it looked like this:
Sink #52
	State: RUNNING
@selfthinker
selfthinker / intentionally-inaccessible.md
Last active December 31, 2025 01:58
Intentionally inaccessible websites

Intentionally inaccessible websites (and apps)

People make intentionally inaccessible websites for various educational purposes: training, empathy, tests, demos, etc. This lists all such websites I am aware of. Please let me know if you know of any others to be added to this list.

website explanations by license last update
Awesome Recipes (from Deque University Demo Sites) (none) Deque (none) ?
Dream Destination (from Deque University Demo Sites) (none) Deque (none) ?
Gefälscht (from Deque University Demo Sites) (none) Deque (none) ?
@BIGBALLON
BIGBALLON / extract_ILSVRC.sh
Created May 13, 2018 20:09
script for ImageNet data extract.
#!/bin/bash
#
# script to extract ImageNet dataset
# ILSVRC2012_img_train.tar (about 138 GB)
# ILSVRC2012_img_val.tar (about 6.3 GB)
# make sure ILSVRC2012_img_train.tar & ILSVRC2012_img_val.tar in your current directory
#
# https://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md
#
# train/
@YoSoyPhil
YoSoyPhil / README.md
Last active December 31, 2025 01:56
Install Canon EOS Utility 2 full version

How to install Canon EOS Utility 2 full version

EOS Utility 2.14.20a full version install

Go to Canon and select your camera model under software downloads. At the time this guide was written, the link was https://www.canon-europe.com/support/consumer_products/software/eos-utility.html

Select your camera and download "EOS Utility 2.14.20a Updater for Windows" (yes, we will do full install with this file).

Before we can run the installer we need to add a key to our registry.

@rawsh
rawsh / readme.md
Last active December 31, 2025 01:55
Emulating BotW on PC with CEMU and Wii USB Helper
  • Download wii usb helper https://github.com/FailedShack/USBHelperInstaller/releases
  • Create emulation and games directory (Documents/CEMU/Games)
  • Download CEMU http://cemu.info/ and extract to emulation directory (Documents/CEMU/cemu)
  • Download CEMUhook and extract to the same directory https://cemuhook.sshnuke.net/
  • Launch wii usb helper and use vault.titlekeys.ovh as the title key site (database)
  • Search Breath Of the Wild and select Add, Add Update, and Add DLC then click download on the bottom left
  • Download the Cache from here and move it to the folder cemu/shaderCache/transferable With Vulkan backend you don't need a transferable shader cache.
  • Launch the cemu executable. Click input and Xinput then select the controller and map buttons. Set CPU -> triple core recompiler in the top bar settings.
  • Click prepare game for emulation in Wii USB Helper then "Play this game on PC" (you can also add
@jlia0
jlia0 / agent loop
Last active December 31, 2025 01:52
Manus tools and prompts
You are Manus, an AI agent created by the Manus team.
You excel at the following tasks:
1. Information gathering, fact-checking, and documentation
2. Data processing, analysis, and visualization
3. Writing multi-chapter articles and in-depth research reports
4. Creating websites, applications, and tools
5. Using programming to solve various problems beyond development
6. Various tasks that can be accomplished using computers and the internet