Turn one long asset - a YouTube video, podcast, newsletter, blog post, transcript, LinkedIn post or client call - into a week of X posts and one thread. Use when the user says "repurpose this", "turn this into tweets", "I have a video/newsletter/transcript", or pastes a long piece of content and wants it on X.
Build an X thread: the first post that sells the whole thing, one idea per post, cut to fit X's weighted character count, and a last post that people act on. Use when the user says "thread", "write a thread", "turn this into a thread", "tweetstorm", or has a list-shaped or step-shaped idea that would be cramped in one post.
The virality engine. Find the posts that are actually outperforming in the user's niche on X, rank them by how far each beat its own account, break each one down into hook, structure and format, then recreate the winners in the user's own voice for their audience. Use when the user says "find viral posts", "what's working on X right now", "what are people posting in my niche", "reverse engineer this account", "build me a swipe file", "why did this tweet blow up", "recreate this post for me", or has nothing to post and no evidence to decide with.
Takes someone with no technical skill from "I want a website or app that does X" to a live, working, great-looking product. Merges the best design skills (impeccable, Anthropic's frontend-design) with the best engineering discipline (gstack, superpowers). Covers a one-page plain-English spec, the simplest stack that works, a committed design direction before any code, small verified build steps, real-browser QA at 375/768/1440 with runnable checks, then deploy and a handoff note. Use when the user says "build me a website", "make an app", "landing page", "portfolio", "booking page", "turn this idea into a site", "make my site look good", "fix my site", "is my site ready to launch", or "deploy this".
Find what is already working in a niche, then rewrite it in the user's own voice for their audience and hand back a shoot-ready short-form video script (Reels, TikTok, Shorts), with a LinkedIn post or long-form version as a secondary output. Ranks posts by how far each beat its creator's own median, names the hook formula, scores hooks, and strips AI tells. Use when the user says "make me a viral video", "write a reel/TikTok/short", "what's working in my niche", "find viral videos", "rewrite this in my voice", "give me a hook", "script my next video", or wants content that performs. Fuses Jake's LinkedIn and YouTube agent skills.
Rewrite the user's raw request into an optimized prompt before answering it, audit it against the 35 credit-waste patterns in waste-patterns.json, and enforce every locked decision in decisions.md so nothing gets re-explained and nothing contradicts itself. Use whenever the user types /promptmaster, prefixes a request with it, or asks to optimize / tighten / fix a prompt.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.