Academic Paper
>
Deslop
Audit and harden existing codebases (especially AI-generated / vibe-coded ones) for production readiness. Use when the user asks to review, audit, clean up, harden, deslop, refactor, or fix quality issues across an existing codebase. Works in two phases — first a thorough multi-pass audit written to a structured file, then systematic fixes applied in safety-tiered order. Language-agnostic. Does N…
Worldbuilder Writing
Use this skill for ANY writing, persuasion, communication, or content creation task — blog posts,
Pptx
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working…
Pro Graphic Designer
Use this skill for any graphic design task — posters, flyers, social media posts, carousels, LinkedIn banners, YouTube thumbnails, infographics, ad creatives, brand visuals, pitch decks, event invites, merch, or any "design me a ___ / make a visual for ___ / I need a poster / create a graphic / design a thumbnail" request. Trigger even when the user just hands over a topic ("design something for…
Autonomous Research
>
Ml Content
Generate publication-grade ML explainer videos and carousels the way 3Blue1Brown actually builds them — in real manimGL (NOT Manim Community Edition), as a tiny domain DSL of self-arranging Mobjects choreographed into transform-driven beats where every motion carries meaning. Overlap is prevented at construction time, not policed after render. Use for: 3b1b-style ML videos, paper-figure animation…
People Sourcer
Use this skill any time the user wants to FIND specific people online and put them in a spreadsheet — recruiting candidates, sales prospects, outreach lists, research participants, journalist sources, podcast guests, influencer lists, lead lists, beta testers, advisors, or hires. Triggers on "find me N people who…", "build a list of contacts who…", "source candidates for…", "I need 50 prospects w…