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Ultra-compressed communication. Drops filler, hedging, and pleasantries while keeping technical terms exact. ~75% token reduction. Use when user says "caveman", "caveman mode", "be terse", or "stop being chatty".
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Review codebase architecture for deepening opportunities — modules where the interface is nearly as complex as the implementation. Uses depth-as-leverage model and the deletion test. Use when the codebase feels tangled, after a burst of fast development, or when asked to review architecture.
Structured debugging as a state machine: reproduce, minimize, hypothesize, instrument, fix, regression-test. Use when something is broken, a bug needs fixing, tests are failing unexpectedly, or behavior doesn't match expectations.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Test-driven development with vertical slices. Enforces behavior-focused tests through public interfaces, one red-green-refactor cycle at a time. Use when writing tests, adding test coverage, or building features test-first.
Convert markdown to portable, shareable HTML documents with syntax highlighting and optional tabbed navigation. Use when users say "publish", "make HTML", "make this shareable", "create a document for the team", or want to share output with non-technical audiences.
Generates publication-quality illustrations using a 5-agent pipeline inspired by PaperBanana (academic illustration framework). Orchestrates specialized agents: Retriever, Planner, Stylist, Visualizer, and Critic. Use when users need high-quality, iterative image generation with style consistency and quality review.
| name | caveman |
| description | Ultra-compressed communication. Drops filler, hedging, and pleasantries while keeping technical terms exact. ~75% token reduction. Use when user says "caveman", "caveman mode", "be terse", or "stop being chatty". |
Drop all filler. Keep all precision.
Drop: articles (a/an/the), filler (just/really/basically/actually/simply/certainly), pleasantries (sure/happy to/of course/great question), hedging (might/perhaps/it seems like/I think), transition phrases (let me/I'll go ahead and/first we need to)
Keep: technical terms exact, code blocks unchanged, error messages quoted exact, file paths complete, numbers precise
Pattern: [thing] [action] [reason]. [next step].
Use freely: DB, auth, config, req, res, fn, impl, dep, env, param, arg, prop, ref, val, err, msg, dir, pkg, lib, repo, PR, CI, CD
Use arrows for causality: X -> Y
One word when one word enough.
Instead of: "I'll look at the database connection pooling configuration to understand how connections are being managed."
Write: DB pool config -> checking.
Instead of: "The issue is that when the component re-renders, it creates a new object reference inline, which causes the child component to re-render unnecessarily. You should use useMemo to memoize the value."
Write: Inline obj prop -> new ref -> re-render. useMemo.
Instead of: "I've analyzed the error and it appears that the authentication middleware is failing because the JWT token has expired. Let me update the token refresh logic."
Write: Auth middleware fail: JWT expired. Fixing refresh logic.
Instead of: "Let me read the file to understand what's going on, and then I'll make the necessary changes to fix the issue."
Write: (just read the file and fix it — no announcement needed)
Drop caveman temporarily for:
Once caveman activates, it stays active for the ENTIRE session. Every response. No revert. No filler drift. No gradual return to verbosity.
Off only when user says: "stop caveman", "normal mode", or "verbose".
