TrustyProtoMage

🧙⚡🔥🌊🌪️
🔞 All thoughts are my own.
"MODERN PROBLEMS REQUIRE MODERN SOLUTIONS"

"WADBESSTSIP,HIACR.WHSTSII,HIVPW.
TOWODTLOTPITVALWPTITI.
ASATIIFM."

[Oliver Prompts @oliviscusAI]

NVIDIA just put 2,575 simulation-ready 3D assets on Hugging Face 🤯

A 472GB collection covering everyday objects, tools and industrial equipment.

It’s called NVIDIA SimReady Assets. The models include physics settings and semantic labels for use in simulated environments.

- Train robots to pick up and move objects
- Build virtual factories and warehouses
- Generate labelled training images
- Populate 3D scenes with ready-made objects

Useful for robotics research, digital twins and anyone building detailed virtual environments.

Download the collection below 👇

[Sammy @sammy_capital]

THE COMPLETE AI REVERSE-ENGINEERING TOOLKIT: 150+ FREE RESOURCES

Agents, free courses, native binaries, .NET, iOS, Electron, browsers, firmware, WASM and protocols, and most builders have no idea it's all free

01 - START WITH REA

Installation and agent setup
https://t.co/xPcibAOnaw
Your first REA investigation
https://t.co/VMq1vzHMKt
REA guides
https://t.co/8k2KaopWvN
Guided MCP prompts
https://t.co/3qqMBrfhPB
MCP runtime contracts
https://t.co/77IFlTo1XX

Also useful: Evidence Workflows · Native Investigation Guide · JavaScript Application Graph · Electron Observation Guide

Install: npx rea-agents@latest setup

02 - REAL REA INVESTIGATIONS

Notes Export - button → IPC → CSV
https://t.co/VMq1vzHMKt
Notion Clipboard - page API → preload → main process
https://t.co/X6mmOrpyY6
DX-Ball - Windows binary → verified C function
https://t.co/MLPT8XZ1G6
Aegis - APK → TOTP implementation
https://t.co/SqChuIEHRX

Also useful: CTF Flag Checker · REA Gems · Chrome Dinosaur investigation · Notes Evidence Record

03 - AI REVERSE-ENGINEERING AGENTS

IDA Pro MCP
https://t.co/wq7tl6tjdq
GhidrAssistMCP
https://t.co/ZNod0siO4z
GhidraMCP
https://t.co/HHS8Kwyhys
Official radare2 MCP
https://t.co/GyhPKQ822n

Also useful: Revenant · Awesome LLM Reverse Engineering · AgentRE-Bench · SRE-Bench · Reverse Engineering Agent Skill

04 - NATIVE BINARIES

Ghidra
https://t.co/P6Abt6uAoH
radare2
https://t.co/UlLiewb4V8
Rizin
https://t.co/Zq9kghSi4N
Cutter
https://t.co/1u6oNXDSwf

Also useful: Keystone · GNU Binutils · GDB · LLDB · pwntools · ROPgadget · Detect It Easy · capa · YARA

05 - .NET APPLICATIONS

ILSpy
https://t.co/bj56i2svw0
dnSpyEx
https://t.co/Is2BcZbDRh
dnlib
https://t.co/EuUHFO131j
de4dot
https://t.co/jEfLZodDAH

Also useful: AsmResolver · Harmony · Mono.Cecil · NativeAOT reversing helpers

06 - iOS

Frida iOS Guide
https://t.co/liJ8vIfaJt
OWASP iOS Testing Guide
https://t.co/rFcSpYih9Z
DVIA-v2
https://t.co/lN3xqrEbZn
libimobiledevice
https://t.co/QpYS12OLfQ

Also useful: ios-deploy · class-dump · ipsw · Objection iOS

07 - ELECTRON AND JAVASCRIPT

Electron ASAR
https://t.co/hfrJuU56DP
Electron Process Model
https://t.co/ytvLA9FbR6
Source Map Explorer
https://t.co/CUA5V0Z89v
AST Explorer
https://t.co/uGyCacLAYQ
Babel Parser
https://t.co/Bys2o2MwU9

Also useful: Electron Security Guide · source-map · Esprima · Acorn · JS Beautifier

08 - BROWSERS AND WEB APPS

Chrome DevTools Protocol
https://t.co/nQ5ZETR8VG
Chrome DevTools
https://t.co/FlRUsqxIQi
Puppeteer
https://t.co/IHJJEOOHWc
Playwright
https://t.co/sapocTF01g

Also useful: OWASP ZAP · HTTP Toolkit · WebSocket King · Firefox DevTools · HAR Specification

09 - FIRMWARE AND DEVICES

Binwalk
https://t.co/duopoSyRQH
EMBA
https://t.co/szbIYqXeA1
FACT Core
https://t.co/bNi2qyNMcf
FirmAE
https://t.co/ElmRiU6pak

Also useful: sasquatch · ubi_reader · Jefferson · Firmware Mod Kit · Firmware Analysis Toolkit · Revenant

10 - WEBASSEMBLY

WABT
https://t.co/wts4HHCdG8
Binaryen
https://t.co/4xhnwZh5DR
wasm-tools
https://t.co/TRFV2gyaIj

Also useful: Wasmtime · Wasmer · wasm-decompile · wasm2c

11 - NETWORK PROTOCOLS

Wireshark
https://t.co/Fv0rUB4Hm8
Scapy
https://t.co/DqAC2ditwk
Zeek
https://t.co/Jb1Jqn25F1
Boofuzz
https://t.co/nyzyjH9XWn

Also useful: tcpdump · PcapPlusPlus · Construct · Netzob · Wireshark Display Filters

12 - FREE COURSES AND PRACTICE

OpenSecurityTraining2 x86-64 Assembly
https://t.co/7OV4XkcoO0
pwn.()college Reverse Engineering
https://t.co/guxhlodUB8
pwn.()college Reversing Hell
https://t.co/Y3M497RwEa
Malware Unicorn RE101
https://t.co/SSwWK3JDGq

Also useful:

RPISEC Modern Binary Exploitation · UMass Reverse Engineering · OpenSecurityTraining Intro x86 · crackmes.()one · Microcorruption · Flare-On · Malware Traffic Analysis · OWASP MASTG · OverTheWire · PicoCTF

THE FASTEST PATH

Install REA

→ investigate one feature
→ collect Evidence
→ trace the complete function
→ write a clean-room specification
→ build an independent implementation
→ compare it against the authorized original
→ keep every failure and unknown visible
Start small:

Notes → Notion → CTF binary → Aegis APK → DX-Ball → firmware, protocols and real applications

Save this. Pick one target. Reverse engineer one feature.

[Max For AI @MaxForAI]

爆了！！！NVIDIA RTX 20、30、40 三代显卡的隐藏 AI 算力，居然都被民间大神破解了！！！🤯

老黄锁了这么多年的 Tensor Core 算力，居然被人直接解锁了，部分显卡的计算吞吐量甚至原地翻倍！

而且最离谱的是，不需要更换硬件，不用刷 BIOS，也不用魔改 NVIDIA 官方驱动。

直接从底层解除部分 Tensor Core 运算的性能限制。

目前社区已经公布了多个型号的测试结果：

🔹 RTX 4090：165.6 → 331.6 TFLOPS，直接翻倍！

🔹 RTX 3090 Ti：BF16 从 87.5 → 157.4 TFLOPS，暴涨 80%！

🔹 RTX 2080 Ti：特定 FP16 运算吞吐量接近翻倍！

🔹 RTX 4070 Ti SUPER：FP16/BF16 运算吞吐量也接近翻倍！

甚至连 Windows 11 上都已经有人成功复现了。

要知道，RTX 2080 Ti 已经是八年前的显卡了，结果到了 2026 年，居然还有人能从里面挖出这么多计算能力。

更魔幻的是，现在连开源项目和安装教程都有了。

不同系列有对应的解锁项目：

🔥 RTX 20 系列（Turing）
https://t.co/kjb2J0nzm2
🔥 RTX 30 系列（Ampere）
https://t.co/SUw5DKBUkr

🔥 RTX 40 系列（Ada）
https://t.co/1I6Xh2U3wi
🔥 Windows 11 实验方案（改装版 RTX 4080）
https://t.co/tJoM3iAxyA

还有中文安装说明：
https://t.co/nBOW04VlHD
Linux 用户按照对应仓库的教程，安装内核模块、配置启动参数，再通过冷启动触发解锁。

NVIDIA 靠着精准的产品刀法卖了这么多年显卡，结果 GitHub 上的民间大神，硬生生把老黄的刀给撅了。

谁能想到，一张用了七八年的老显卡，居然还能在 2026 年迎来这种级别的算力解锁。

[Gyomei @Gyome1_]

holy sh*t, someone just dropped REAP, the prompt library for REA

1.7k stars in 5 days, and it turns "how do I even ask REA this" into copy-paste prompts

https://t.co/9WJMfuCf1V

the sections:

→ function tracking and binary analysis
→ software cloning and game logic reconstruction
→ porting to WASM
→ firmware, Android APK and kernel
→ Electron apps
→ vulnerability research, anti-cheat and DMA research for CTFs and security work

17 sections, swap the <placeholders> and run

every prompt forces the same rule: files, functions and addresses for every claim, confirmed facts kept apart from guesses

ask about one function at a time, the narrower the question, the more you can trust the answer

save this ⭣

[Blair Renaud // LOW-FI 🟥🟧⬛ @Anticleric]

Intellectual property is dead. Not dying.

Holodeck Program Guidelines #06 👇
https://t.co/URrd6Hc7dD

In one month: the PS5 was jailbroken, EA shut down BioWare, and Adobe’s stock slid as one person vibe-coded free Adobe Suite clones and AI agents can decompile and remix any game.

You can still make dope sh*t. You just can’t stop people from using it as they please.

I grew up consuming pirated art, and have unashamedly used it to paint the worlds I've created for over 30 years. Now I'm asking, should I allow my users the same privilege? To use what I've built to paint their own dreams?

[log4j @log4j]

i own a relatively new (2025) samsung tv.

i kept getting weirdly targeted ads.

i tried reversing the firmware but it was aes encrypted and no keys unless tear it apart and do uart/jtag magic.

zero days it is. root shell on new samsung TVs!

discovered PRIVACY HORROR. write up?

[lumxss @bkdgiffug]

本地AI老婆不用联网也能到位，隐私党看完直呼上头‼️

想搭个能陪你说说话的AI伴侣，市面上那些玩意儿配置起来能气死人，还非得联网，数据往外一送谁能睡得安稳？

刷到Open-LLM-VTuber这项目，索性在本地离线架起一个挂着Live2D形象的AI语音伴侣，够邪乎👇

1️⃣ 摄像头能把你收进眼里，语音随说随打断、手指点上去也有反应，连AI肚里那点OS都亮给你瞧
2️⃣ 桌面挂件那套能在屏幕上飘着随你拽，鼠标还能穿透过去戳，半点儿不碍事
3️⃣ 模样、性子、嗓子全由你捏，Live2D模型往里拖，语音克隆也使得
4️⃣ 后端通吃Ollama、OpenAI、Gemini，还能用中文跟她扯，转头让她拿日语接话

Win、Mac、Linux一律认账，想弄个能陪你扯淡、能瞅见你、还扛看的本地AI伴侣，这玩意儿真值得自己动手整一整
🔗 https://t.co/lBE1G4Qpa0

[Movez @0xMovez]

I just solved "Robotics Engineering" education with Opus 5.5 + /colorfigures skill

no need to spend $1000+ on a starter kit to learn what a resistor does, just visit my interactive site:

• 13 real boards: Arduino Uno, L298N, Raspberry Pi 5...
• build part by part: pick & place, reflow, solder, plug in
• break them on purpose: reversed caps pop, chips smoke, LEDs burn out

send the skill to your Claude:
> https://t.co/1879rauiu7

try it free, no sign-up ↓

[Gyomei @Gyome1_]

holy sh*t, someone just mapped 12,000+ closed products you can reverse engineer today

cars, smart homes, printers, AI clients, firmware, file formats and dead online services, and most builders have no idea it's free

the drop:

→ https://t.co/NTLRt8gPW3 (28 ★ · 2 forks · 12,877 projects)
the index itself: every entry checked through the GitHub API for license, stars and status, refreshed every night, with a ready-made skill for your AI agent

→ game decompilations (3,040 projects)
decompilations, recompilations, emulators and restored engines, from shadPS4 and RPCS3 to OpenRA

→ devices, IoT & hardware (3,029 projects)
local control for smart homes, printers and wearables without the vendor's cloud

→ unofficial API clients (904 projects)
open clients for platforms that never shipped a public API

→ AI tools & LLM clients (739 projects)
reconstructed AI clients, tool definitions and OpenAI-compatible adapters for closed AI services

→ cars (520 projects)
open driver assistance, vehicle APIs and in-car systems, openpilot included

→ firmware & embedded (472 projects)
custom firmware and embedded code for devices their makers stopped updating

→ file formats (436 projects)
readers and parsers for closed formats like PSD and DWG

→ network protocols (422 projects)
open implementations of protocols that were never documented

→ online service revivals (173 projects)
replacement servers for games and services that were shut down

the formula:

search the index → clone what already exists → let REA reverse the missing piece → ship

[Remy🦁🦁 @IgabaRemy]

One of the craziest movie I've ever seen 🤗

[cabbit @cabbitar]

https://t.co/2oFVqFovd6

[darkzodchi @zodchiii]

REA + Opus 5.5 is scary f*cking dangerous...

Any closed-source device can now be reverse engineered.

Down to the binary, and you can modify it however you want.

Send this prompt to Claude and analyse how your PS5 works.

Then read the full article below on how to rea any app for Android👇

[Cointelegraph @Cointelegraph]

🔥 HUGE: Claude solved a 25-year-old crypto mystery in under 30 minutes, tracing the NSA-supplied seeds behind NIST's P-256 curve to a 1990s random number generator.

[kepano @kepano]

This is Pele, my new rendering library for diagrams and charts, compatible with the latest Mermaid syntax.

- 100-500× faster than mermaid.js
- 6× smaller bundle
- No dependencies
- Easy to theme
- Responsive to device width

In pursuit of making Obsidian insanely fast and cohesively designed, I always found the Mermaid library to be too big, too slow, and too hard to theme. Pele will be the new renderer in the next version of Obsidian, but you can start using it now.

Pele [ˈpɛlɛ] is named after the goddess of volcanoes and fire. It's open source under the MIT license. Try the playground!

[Knight Core @knightcore___]

average knight after getting his hands on the new tesla roadster

[Cyber Humanoid @cyber_humanoid]

🤣🤣🤣

[furabura @furabura]

BOOM! Happy Birthday Reze

[zefra @zefrablue]

Sylphiette

[0xMarioNawfal @RoundtableSpace]

You can build an entire AI content factory using just 10 free GitHub repos.

From researching viral content to generating videos, voiceovers, music, and scheduling posts, these tools cover the entire workflow.

**1. OpenCreator**\
AI workspace for scripts, images, voiceovers, translations, and editing.\
`https://t.co/CQRvjuEJ86`

**2. Social Media Research Skills**\
Find viral posts, analyze competitors, and extract winning hooks.\
`https://t.co/QYi1BGMFFX`

**3. Local Deep Research**\
Turn any topic into a detailed research report.\
`https://t.co/PpK4amG3xz`

**4. FLUX.2**\
Generate and edit images for thumbnails and social content.\
`https://t.co/nod7aHTXhC`

**5. Kokoro**\
Generate AI voiceovers locally.\
`https://t.co/iia0HrKIsD`

**6. ACE-Step 1.5**\
Create original music and instrumental tracks with AI.\
`https://t.co/zGAvtdJmef`

**7. Short Video Factory**\
Automate short-form videos with scripts, editing, voiceovers, and subtitles.\
`https://t.co/Pp2hI5uMDl`

**8. AI YouTube Shorts Generator**\
Turn long videos into Shorts with automatic highlights and cropping.\
`https://t.co/A1hTGKvW01`

**9. Podcastfy**\
Transform documents and articles into AI podcast conversations.\
`https://t.co/K8diM4XKun`

**10. Social Media Agent**\
Turn URLs into X and LinkedIn posts, review drafts, and schedule content.\
`https://t.co/hucQGDltIi`

Research → Script → Visuals → Voice → Edit → Publish.

Save this if you're building content with AI.

Make the hook more specificShorten each tool descriptionGroup the tools by workflow

[Yarchi @undefinedKi]

This might be the most important paper on AI agents this month.

Researchers at CMU trained a small model to rewrite an AI agent’s harness, and it beat the 35B model it learned from.

The harness is the program around the model: how it gets called, which tools run, where the information goes. Here a 4B model reads a report from the last run, proposes edits to the harness, and keeps the one that scores best. The model doing the task never changes.

What they found:

> on task types it never saw, edit quality went from 0.32 to 0.62
> 5 edits in a row matched or beat the best of 8 parallel tries
> broken edits dropped from 38% to 15%

You can run the same loop today with any agent:

1. Put your harness in one file: prompts, steps, tool calls
2. Split your test cases into three sets: learn, score, final check
3. Run it on the learn set and save a short report of what failed
4. Ask a model for 5 edits based on that report
5. Run each edit on the score set and keep the winner
6. Repeat for 5 rounds, then test once on the final set

Key pages:

p.2: the full loop
p.6: results on unseen tasks
p.8: a harness the model learned