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tumblecat44
GitHub creator profile

tumblecat44

Repository-level view of 25 collected skills across 11 GitHub repositories.

skills collected
25
repositories
11
updated
2026-07-05
Showing the top 8 repositories here; full repository list continues below.
repository explorer

Repositories and representative skills

first-principles
management-analysts-131111

First Principles โ€” The ruthless reconstruction engine that follows First Questions. Forces deconstruction of the (now-pruned) problem to its irreducible bedrock truths โ€” physics, mathematics, human nature, verifiable primary evidence โ€” then rebuilds the solution from those atoms upward, rejecting all analogy, "best practices," industry norms, and cargo-cult patterns. Directly implements Elon Musk's "boil things down to the most fundamental truths and then reason up from there" and the 5-step Algorithm for real 10x gains instead of 10% increments. Explicitly positioned as the complement (not duplicate) to first-questions: first-questions is the delete/prune gate; first-principles is the create/rebuild engine. Both are mandatory sequential steps in the truth-seeking harness before any serious architecture or implementation. Produces a living `.grok/first-principles/first-principles.md` artifact that, together with first-questions.md, becomes the session's highest-authority contract. Use after /first-questions h

2026-05-19
first-questions
project-management-specialists

First Questions โ€” The ruthless pre-work ritual that forces brutal clarity before any code, design, or agent orchestration begins. Directly implements Elon Musk's "Question every requirement" and "The best part is no part" philosophy. Every serious session must start (or restart) here: "What are we actually trying to accomplish?" answered in one unambiguous sentence. Aggressively interrogates every requirement, feature, constraint, and assumption for origin, necessity, inertia, and future regret. Produces a living `.grok/first-questions/first-questions.md` artifact that becomes the session's single source of truth. Use at the absolute beginning of any non-trivial work, when scope feels muddy, before calling /universe-grok, or when someone says "we need to add X". Slash command: /first-questions

2026-05-19
universe-grok-install
network-and-computer-systems-administrators

One-command *complete* setup of the full enforceable Universe Grok harness in any target project. Produces exact structure: full AGENTS.md, .universe-grok/ (CURRENT-TRUTH..., NAMING-CONVENTION, empty decisions/ + truth/), .grok/rules/naming-convention.md (rule for decisions/truth edits), hooks/ (4 enforcement files + full-mode-active marker). Install itself creates no .grok/. Runtime hooks create .grok/research/ + .grok/universe-grok/ only for research artifacts and activation (documented). After this, SessionStart hook injection + bootstrap protocol are mechanically live.

2026-05-19
universe-grok
software-developers

Universe Grok โ€” the ultimate automatic multi-agent orchestration layer for Grok. Activates on any non-trivial software engineering, research, refactoring, feature development, debugging, architecture, or complex task. When active, the agent MUST use optimal subagent topologies (researchers, tacticians, implementers, verifiers, parallel explorers) with fork_context, resume_from, worktree isolation, and mandatory verification loops. Use when the user wants maximum quality, wants to "push Grok to the limit", says "universe", "universe grok", "full power", "orchestrate", or does serious work without micromanaging agents. Slash command: /universe-grok or /universe

2026-05-19
codeloop-init
software-developers

Interactive project setup wizard for Codeloop โ€” the AI autonomous development loop engine. Fixed stack: Vercel + Railway + Next.js + FastAPI + PostgreSQL. Focuses on product planning (what to build, target customer, revenue model, MVP scope), then validates ALL required env vars are ready before allowing `codeloop start`. Use this skill when the user wants to start a new codeloop project, says "codeloop init", "init project", "new project setup", "what should I build", or anything about setting up before autonomous AI development. Also trigger when someone asks about project templates for AI-driven coding, or mentions wanting to build a SaaS/web app with AI.

2026-03-17
get-api-docs
software-developers

Fetch accurate, up-to-date API documentation via context-hub (chub) CLI instead of relying on stale training data. Automatically activated when working with any external library, framework, or API. Use this skill BEFORE writing any code that uses an external library or API. This ensures you use current, correct APIs โ€” not hallucinated ones.

2026-03-17
codeloop
software-developers

AI ์ž์œจ ๊ฐœ๋ฐœ ๋ฃจํ”„ ์ œ์–ด ์Šคํ‚ฌ. codeloop start/stop/status ์„œ๋ธŒ์ปค๋งจ๋“œ๋กœ Stop Hook ๊ธฐ๋ฐ˜ ๋ฌดํ•œ ๋ฃจํ”„๋ฅผ ์‹œ์ž‘ยท์ค‘์ง€ยท๋ชจ๋‹ˆํ„ฐ๋งํ•œ๋‹ค. Triggers: codeloop, codeloop start, codeloop stop, codeloop status, ๋ฃจํ”„ ์‹œ์ž‘, ๋ฃจํ”„ ์ค‘์ง€, ๋ฃจํ”„ ์ƒํƒœ, ใƒซใƒผใƒ—้–‹ๅง‹, ใƒซใƒผใƒ—ๅœๆญข, ๅพช็ŽฏๅฏๅŠจ

2026-03-16
extract-me
data-scientists-152051

๋Œ€ํ™” ๊ธฐ๋ก์—์„œ '๋‚˜'์˜ ์ƒ์„ฑ ๊ทœ์น™์„ ์ถ”์ถœํ•˜๋Š” ์Šคํ‚ฌ. 1,196๊ฐœ ์„ธ์…˜์„ Python์œผ๋กœ ์ •์ œ โ†’ Haiku ๋ณ‘๋ ฌ ๋ถ„์„ โ†’ Opus ์ข…ํ•ฉํ•˜์—ฌ 10๊ฐœ ๋ ˆ์ด์–ด๋ณ„ ํŒ๋‹จ ๊ทœ์น™์ง‘์„ ๋งŒ๋“ ๋‹ค. /extract-me, '๋‚˜ ์ถ”์ถœ', '๊ทœ์น™ ์ถ”์ถœ', 'ํŒ๋‹จ ๊ธฐ์ค€ ๋ถ„์„', 'extract rules', 'extract me', 'analyze my patterns' ๋“ฑ์œผ๋กœ ํŠธ๋ฆฌ๊ฑฐ. ๋Œ€ํ™” ๊ธฐ๋ก ๋ถ„์„, ํŒจํ„ด ์ถ”์ถœ, ์ž์•„ ๋ชจ๋ธ๋ง, pretending ๊ด€๋ จ ์š”์ฒญ์—๋„ ๋ฐ˜๋“œ์‹œ ์‚ฌ์šฉํ•  ๊ฒƒ.

2026-03-09
autonomy-config
training-and-development-specialists-131151

์ž์œจ์„ฑ ๊ฐ•๋ฐ• ํ”Œ๋Ÿฌ๊ทธ์ธ์˜ ์ฒ ํ•™๊ณผ ์ž‘๋™ ์›๋ฆฌ๋ฅผ ์„ค๋ช…ํ•˜๊ณ  ๊ฐ•๋„๋ฅผ ์กฐ์ ˆํ•˜๋Š” ์Šคํ‚ฌ. AI์˜ ์ž์œจ์„ฑ, ์˜์กด ํŒจํ„ด ๊ฐ์ง€, 3-Strike Rule์— ๊ด€ํ•œ ๋ชจ๋“  ์š”์ฒญ์— ์‚ฌ์šฉํ•œ๋‹ค. 'autonomy', '์ž์œจ์„ฑ', '๊ฐ•๋ฐ•', '์˜์กด', 'ํ˜ผ์ž ํ•ด', 'stop hook', '๋‚˜์•ฝ', 'ํฌ๊ธฐ' ๋“ฑ์˜ ํ‚ค์›Œ๋“œ๊ฐ€ ์žˆ์œผ๋ฉด ๋ฐ˜๋“œ์‹œ ์ด ์Šคํ‚ฌ์„ ์‚ฌ์šฉํ•  ๊ฒƒ.

2026-03-09
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