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thtskaran

@thtskaran source repo

9 published skills

  1. ▌
    Deslop · thtskaran bundle
    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 NOT change business logic — only hardens, cleans, and robustifies.
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    Schedule · thtskaran
    Create a scheduled task that can be run on demand or automatically on an interval.
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    Ml Content · thtskaran bundle
    ml-content
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    Academic Paper · thtskaran bundle
    Write, format, and export professional academic research papers as publication-ready PDFs using reportlab. Use this skill whenever the user wants to write a research paper, preprint, white paper, literature review, position paper, or technical report — whether from scratch, from notes, or from an existing draft. Also trigger when the user asks to convert markdown/text into an academic PDF, needs SSRN/arXiv submission preparation, or wants tables, figures, and references formatted for publication. Trigger on: "write a paper", "preprint", "format as research paper", "turn my notes/draft into a paper", "academic PDF", "SSRN", "arXiv", "research report", "literature synthesis", "position paper", "white paper", "publish my research". Even if the user just provides a markdown file and says "make this a PDF", use this skill if the content is scholarly/research-oriented.
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    People Sourcer · thtskaran bundle
    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 who…", "scrape Reddit/LinkedIn/X for [persona]", "build a Google sheet of people who…", "prospect list", "lead list", "candidate list", "outreach list", "shortlist of [role]", or any variant where the deliverable is a structured list of named individuals with contact info and personalized notes. Runs iterative BrightData scraping across LinkedIn, Reddit, X, Instagram, TikTok, YouTube, GitHub, forums; uses the worldbuilder lens for per-person commentary and outreach angles; outputs a multi-sheet xlsx (Google-Sheets-compatible). Prefer this over generic web search whenever the deliverable is a list of people.
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    Consolidate Memory · thtskaran
    Reflective pass over your memory files — merge duplicates, fix stale facts, prune the index.
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    Autonomous Research · thtskaran
    Autonomous deep research agent that reads all files in the active directory, performs exhaustive multi-round literature research using web search and Brightdata scraping tools, iterates through self-critique loops, and produces a novel, publication-quality research paper as a formatted PDF. Trigger on: "research this", "do a literature review", "write a research paper from these files", "find what's missing in the literature", "autonomous research", "deep research", "novel research", "investigate this topic", "analyze the literature", or any request to turn seed material into a professional research output. Also trigger when the user uploads academic papers, notes, or datasets and asks Claude to "find gaps", "what's novel here", "what hasn't been studied", or "build on this".
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    Pro Graphic Designer · thtskaran
    Pro Graphic Designer
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    Worldbuilder Writing · thtskaran
    Use this skill for ANY writing, persuasion, communication, or content creation task — blog posts, cold emails, pitch decks, scripts, tweets, landing pages, essays, cover letters, sales copy, storytelling, speeches, proposals, or any text meant to change what someone thinks, feels, or does. Also use when the user asks for help with prompting, prompt engineering, or getting better outputs from AI. Trigger whenever the user says "write", "draft", "convince", "persuade", "pitch", "explain to", "sell", "position", "frame", "story", "narrative", "content", "copy", "script", "email", "post", "article", or any variant. This skill treats writing as applied psychology and world-building — not self-expression. If someone needs words that WORK on a reader, use this skill.
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