Everyone’s screaming “software is dead.”
Read the bill first.
A guide on the viral REA repo (Claude Code reads apps on your own machine) finally posted what nobody else did: the cost.
Per the author:
→ Slack search (Electron): 38 min, 1.1M tokens, $4.20. Slack Pro is $8.75/mo
→ Practice Notes app: 2 min, 15 cents
→ Steam game into Unity (.NET): under 30 min
→ Native C++ with Ghidra: days, and the token bill grows faster than the feature
→ Super Mario Sunshine PC port: ~365 agent hours, 17.3B tokens
The rule: if the feature lives in an Electron app you already pay for, reading it can cost less than one month of the subscription. If it’s stripped native C++, keep paying.
And the line most people skip: study the original, write a spec, build your own. Copying their code is what gets you sued.
AI reads software. It doesn’t make it free to copy.
Full breakdown below ↓
NOBODY TALKS about this: your AI starts from zero every time.
This course shows the fix: stop trusting chat memory and give your AI a folder of files it reads before every task.
The parts worth stealing:
→ slow facts (people, your style) live in files
→ fast facts (dates, status) get checked at the source
→ 20 sent emails → me.md + voice.md → drafts in your voice
Built around Grok Bot, but the idea works with any AI.
Full 7 steps below ↓
“Works like a research scientist” is a stretch.
An agent doesn’t discover anything by itself. If you let it run loose, you get a polished answer you can’t verify.
What this repo actually changes:
→ the agent follows a defined workflow for each task
→ it pulls from real scientific databases instead of guessing
→ every step can be checked afterwards
That’s the difference between “AI wrote me a confident paragraph” and “AI did something I can audit.”
Free, MIT license. Worth installing and testing on your own data before believing any hype, including this post.
Claude Code can now work like a research scientist.
K-Dense open-sourced 177 science skills for coding agents:
- Drug discovery: query ChEMBL, screen molecules with RDKit and DiffDock
- Single-cell RNA-seq analysis with Scanpy
- 100+ scientific databases in one place
- Biology, chemistry, medicine, physics, engineering, Earth science
- Works with Claude Code, Codex and Cursor
52K stars. free. MIT license.
https://t.co/ws9BwwAIYg
Free sound library for your videos, but most people skip the part that matters.
Openverse API + Claude = instant sound design.
Tell it: “Only use commercially usable audio and log the license for every clip.”
Monetizing? Don’t skip that line.
if you're using claude to edit videos, you can give it a library of 5.2M+ audio files for $0
sound effects, ambience, music. openverse has a free api. no key needed.
give it https://t.co/QJSEKMT2FE and ask:
“whenever you need sound effects search Openverse to find the best options and use them for tasteful sound design within my video”
no more using your browser to download random clips or trying to generate the audio itself
Whenever you need sound effects, search Openverse (https://t.co/8kYvSrsSd5) for commercially usable options and use them for tasteful sound design. Log the license and author of every clip you use
@MancerAI_ haha its true. We’re expecting a flight to the Moon and a Tesla in every home from Elon - not stories about boring people with big ambitions.