Proffa
7.8K posts

Proffa
@Proffa_
Your friendly neighbourhood Nerd | Currently in the army, so fewer posts| 1 Samuel 18:14


Asked Claude to root my Xiaomi 17 Pro Max. Did not go well.

HOLY SMOKES!!! You guys will NOT believe what just happened in Blender 3D Rendering for the first time EVER! @Lasha3D


I run 10 social media accounts and don't write a single post manually the secret: a skill graph 30+ markdown files wired together that turned my AI agent into a full content team where to build it: - @obsdmd (to write + visualize the graph) - or just a regular folder of .md files on your desktop what tools run it: - claude, chatgpt, or cursor as the AI agent - @arscontexta plugin for claude code (generates the base structure automatically), find it in article below the folder structure: /content-skill-graph ├── index.md (entry point which maps every node) ├── platforms/ (x.md, linkedin.md, ig.md, tiktok.md...) ├── voice/ (brand-voice.md, platform-tone.md) ├── engine/ (hooks.md, repurpose.md, scheduling.md) └── audience/ (builders.md, casual.md) each file = one knowledge node inside each file you add [[wikilinks]] to related nodes example — inside x.md: "use [[hooks]] — contrarian hooks perform best here. match [[brand-voice]] but more casual. audience is [[builders]]. write this FIRST, then expand for [[linkedin]]. see [[repurpose]]" the links are the graphs. the agent follows them automatically the key file is index.md, your entry point / briefing, not a file list. put 3 things in it: 1. who you are + what this system does "content system for [your brand]. manages 10 accounts from one idea input" 2. the node map with context - [[x]] — short-form, hook-driven, 280 chars, 5x/week - [[linkedin]] — long-form narrative, professional, 3x/week - [[hooks]] — formulas that stop the scroll - [[repurpose]] — 1 input → 10 outputs (every node listed with a one-line description) 3. execution instructions "when given a topic: read relevant nodes, apply voice + hooks, run repurposing chain, output one native post per platform. each post ready to publish" you paste this into claude as context → give it a topic → done now here's the part most people get wrong about the output: it's NOT 10 copies of the same text reformatted for each platform it's 10 pieces that each THINK about the topic differently: > x: contrarian thread, lowercase casual, step-by-step > linkedin: personal narrative, professional tone, 1500 words > instagram: 7-slide carousel, visual-first, bold claim on slide 1 > tiktok: 45-sec raw screen recording script > youtube: SEO title + structured outline, 8-min format same topic. different angle, hook, voice, structure, format per platform the graph encodes all those rules. the agent follows them this replaced $8-12k/mo in content spends @arscontexta built the framework and I pointed it at content production summarize: one flat file gives you a tool (a simple .md file) a graph gives you a team (a system with 30+ sub-graphs) if we collect 500+ Likes on this tweet ❤️ I release my full workflow and show you step-by-step how you can setup the same skill graph hope you loved it.


1 million context window: Now generally available for Claude Opus 4.6 and Claude Sonnet 4.6.


from the LLMs archives the OGs will remember TheBloke





🚨 SAM ALTMAN: “We see a future where intelligence is a utility, like electricity or water, and people buy it from us on a meter.”








