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b143kc47

@b143kc47 source repo

3 published skills

  1. ▌
    Autoskills · b143kc47 bundle
    Use when the user asks "what skill should I use for X", "find a skill for X", or "is there a skill that can...", asks to search online for skills, points at a repo/folder and asks which skills apply, is starting a problem (research, fine-tuning, evaluation, deployment, UI, debugging, etc.) where an existing skill could help, or is finishing work in which a recommended skill was used (to record whether it helped).
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    Deep Research · b143kc47 bundle
    Use when the answer needs verified evidence across multiple sources - deep research, literature review, paper review, GitHub/project due diligence, claim verification, fact-checking, current or version-sensitive information, counterevidence search, cited reports, or checking local files against the web. Do not use for simple lookups, summaries of provided text without external verification, translation, brainstorming, or casual chat.
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    First Principles Thinking · b143kc47 bundle
    Use when facing architecture or system-design decisions, technology selection, hard debugging, performance or scaling work, migrations, strategy, research framing, or brainstorming -- especially when a solution is being justified by convention: 'best practice', 'industry standard', 'everyone uses X', 'we've always done it this way'. Also on explicit triggers: 'first principles', 'FP mode', 'from scratch', 'challenge my assumptions', 'think from fundamentals'.
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