본문으로 건너뛰기
cccskills
무료GitHub에 공개

Inversion Exercise

Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

설치 방법 보기

포함된 파일(1)

  • SKILL.md2.3 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Inversion Exercise

Overview

Flip every assumption and see what still works. Sometimes the opposite reveals the truth.

Core principle: Inversion exposes hidden assumptions and alternative approaches.

Quick Reference

Normal AssumptionInvertedWhat It Reveals
Cache to reduce latencyAdd latency to enable cachingDebouncing patterns
Pull data when neededPush data before neededPrefetching, eager loading
Handle errors when they occurMake errors impossibleType systems, contracts
Build features users wantRemove features users don't needSimplicity > addition
Optimize for common caseOptimize for worst caseResilience patterns
Centralize configurationDistribute configurationFeature flags, per-tenant config
Synchronous request → responseAsync command → eventEvent-driven architecture

Process

  1. List core assumptions — What "must" be true?
  2. Invert each systematically — "What if the opposite were true?"
  3. Explore implications — What would we do differently?
  4. Find valid inversions — Which actually work somewhere?

Example

Problem: Users complain the app is slow

Normal approach: Make everything faster (caching, optimization, CDN)

Inverted: Make things intentionally slower in some places

  • Debounce search input (add latency → enable better results, fewer DB hits)
  • Rate limit requests (add friction → prevent abuse, smooth load)
  • Lazy load content (delay → reduce initial load time)

Insight: Strategic slowness can improve UX and system health

Red Flags You Need This

  • "There's only one way to do this"
  • Forcing a solution that feels wrong
  • Can't articulate why the approach is necessary
  • "This is just how it's done"
  • Every solution feels like fighting the problem

Remember

  • Not all inversions work — test boundaries
  • Valid inversions reveal context-dependence
  • Sometimes the opposite is the answer
  • Question every "must be" or "always" statement

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

Build robust backend systems — APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), databases, performance optimization, security (OWASP Top 10), scalability patterns (microservices, caching, sharding), and testing. Use when designing APIs, implementing auth, optimizing queries, handling security vulnerabilities, building microservices, or developing production-ready backend systems.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

caveman

무료

Terse output mode — strips filler/articles/hedging, ~75% token reduction. Activate whenever: context is filling up, user says be brief/terse/caveman/less tokens, or CAVEMAN_TRIGGERED appears in context. Persists every response until CAVEMAN_RELEASED or user says stop/normal mode.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

Explore and debate solutions before writing code. Use when the user poses a design question, asks "how should I approach X", wants to think through options before committing, or says anything like "let's brainstorm", "what's the best way to...", "I'm not sure how to tackle this", or "should I use X or Y". Always runs before /ck:plan for novel or ambiguous features. No code is written — only: explore → clarify → spec → report.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

ck-cook

무료

Implement a feature phase by phase from a phased JSON master or Markdown plan. Before each phase, confirm whether to create/run unit tests and whether to run ck:quality, unless explicit flags supply those choices. Supports token-budgeted execution, resumable state, and TDD handoff to ck:test.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

ck-fix

무료

Fix a bug using Scout → Diagnose → Fix → Review → Finalize. Use when the user pastes an error message, stack trace, or test failure, or says "fix this bug", "something's broken", "tests are failing", "I'm getting an error". Also accepts `--from-quality <report>` or `--from-test <report>` to fix exactly the findings/failures a report lists. Modes (pick one): --fast (trivial errors — lint, type, build — skip scout and review), --hard (mandatory review, no auto-approve).

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

ck-plan

무료

Plan a feature or system before implementation. Use when the user says "plan this", "I want to build X", "how do I implement Y", or when /ck:brainstorm produces a spec.md. Always run before /ck:cook. Modes (pick one): --fast (simple, single-file), --hard (research + red-team + validate). Composable flag (combine with any mode): --tdd — propagates into the cook pipeline. Every phase gets Design Constraints and Quality/Testing State; ck:cook confirms optional test and quality checks per phase.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

DangQuangSE/team-development-skills192026년 10월 19일 업데이트

DangQuangSE의 스킬 모두 보기

이 스킬의 문제 신고