Show HN: 더 나은 사고 – Claude 및 Copilot에 의사결정 프레임워크 삽입
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🔬 연구
#ai
#claude
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#의사결정
#프롬프트엔지니어링
#프롬프트
원문 출처: hackernews · Genesis Park에서 요약 및 분석
요약
AI 코딩 도구의 피상적인 분석을 극복하기 위해 구조화된 의사결정 프레임워크를 제공하는 오픈소스 도구 'Think Better'가 소개되었습니다. 이 도구는 10가지 의사결정 프레임워크, 15가지 분해 방법, 12가지 인지 편향 탐지기 및 160개의 지식 레코드를 활용하여 단순한 장단점 나열을 넘어선 심층적인 분석을 지원합니다. 클로드(Claude), 깃허브 코파일럿(Copilot) 등과 연동되어 작동하며, 사용자가 설정한 4단계 분석 깊이(Quick, Standard, Deep, Executive)에 따라 BM25 검색 엔진을 통해 맞춤형 결과를 도출합니다. 특히 마크다운 형식의 워크스페이스를 자동 생성해 문제 정의부터 최종 권고 사항까지 체계적인 보고서를 제공하는 것이 특징입니다.
본문
Your AI writes code fast but makes terrible decisions. Think Better injects structured decision frameworks directly into your AI prompts. Website · Documentation · Quick Reference · Contributing Works with Claude · GitHub Copilot · Antigravity You ask your AI "Should we migrate to microservices?" and get a generic pros/cons list. No framework. No bias detection. No structured analysis. Just vibes. Think Better fixes this. It gives your AI access to 10 decision frameworks, 15 decomposition methods, 12 cognitive bias detectors, and 160 knowledge records — turning surface-level responses into structured, rigorous analysis. # macOS / Linux curl -sSL https://raw.githubusercontent.com/HoangTheQuyen/think-better/main/install.sh | bash # Windows (PowerShell) irm https://raw.githubusercontent.com/HoangTheQuyen/think-better/main/install.ps1 | iex Then install skills for your AI: think-better init --ai claude # Claude Code think-better init --ai copilot # GitHub Copilot think-better init --ai antigravity # Antigravity Other install methods: go install github.com/HoangTheQuyen/think-better/cmd/make-decision@latest or clone &make build Just talk to your AI naturally. Think Better auto-activates when it detects a decision or problem: You: "Should we migrate from React to Next.js for our main app?" AI: → Detects: Binary Choice → Framework: Reversibility Filter → Warns: Overconfidence Bias, Status Quo Bias, Sunk Cost → Generates: Weighted comparison matrix + action plan You: "Revenue dropped 20% despite market growth" AI: → Detects: Opportunity Gap → Decomposition: Profitability Tree (MECE) → Analysis: Root Cause (5 Whys) + Fermi Estimation → Warns: Anchoring Bias, Confirmation Bias "choose", "compare", "should I", "pros and cons", "nên chọn cái nào", "phân vân" | 10 Frameworks | Reversibility Filter, Weighted Matrix, Hypothesis-Driven, Pre-Mortem, Pros-Cons-Fixes... | | 12 Bias Warnings | Overconfidence, Anchoring, Sunk Cost, Status Quo, Confirmation... | | Comparison Matrix | --matrix "A vs B vs C" with weighted scoring | | Decision Journal | Track → Review → Improve calibration | "solve", "debug", "root cause", "I'm stuck", "tại sao bị vậy", "không biết làm sao" | 7-Step Method | Define → Decompose → Prioritize → Analyze → Synthesize → Communicate | | 15 Decomposition Frameworks | Issue Tree, MECE, Hypothesis Tree, Profitability Tree, Systems Map... | | 12 Mental Models | First Principles, Inversion, Bayesian Updating, Pareto... | | 10 Communication Patterns | Pyramid Principle, BLUF, SCR, Action Titles... | Control analysis depth with slash commands: | Command | Depth | Records | Best For | |---|---|---|---| /solve.quick · /decide.quick | Quick | 0.5× | Fast scan, simple problems | /solve · /decide | Standard | 1.0× | Default for most situations | /solve.deep · /decide.deep | Deep | 1.7× | Complex, high-stakes decisions | /solve.exec · /decide.exec | Executive | 2.5× | Board reports, stakeholder briefings | Examples: /solve.quick API latency spiked after deploy /decide.deep AWS vs Azure vs GCP for cloud migration /solve.exec Revenue declined 20% quarter over quarter YOU ─── "Revenue dropped 20%" ──────────────────────────────────┐ │ ┌─────────────────────────────────────────────────────────────▼──┐ │ AI ASSISTANT (Claude / Copilot / Antigravity) │ │ │ │ ┌─ Auto-detect ──────────┐ ┌─ Slash Command ────────────┐ │ │ │ SKILL.md triggers │ OR │ /solve.deep → deep mode │ │ │ │ "solve" → problem-pro │ │ /decide.quick → quick mode │ │ │ └────────────┬───────────┘ └────────────┬───────────────┘ │ │ └───────────┬────────────────┘ │ │ ▼ │ │ ┌────────────────────────────────────────────────────────┐ │ │ │ 🐍 BM25 Search Engine │ │ │ │ 160 records × depth multiplier (0.5× → 2.5×) │ │ │ └────────────────────────┬───────────────────────────────┘ │ │ ▼ │ │ ┌────────────────────────────────────────────────────────┐ │ │ │ 📋 Advisor Engine │ │ │ │ Classify → Framework → Bias Detection → Plan │ │ │ └────────────────────────┬───────────────────────────────┘ │ │ ▼ │ │ 📄 Structured Output + Next-step suggestions │ └───────────────────────────────────────────────────────────────┘ Add "save step-by-step" to any prompt to generate a full markdown workspace: solving-plans/project/ decision-plans/project/ ├── 00-OVERVIEW.md ├── 00-OVERVIEW.md ├── 01-PROBLEM-DEFINITION.md ├── 01-DECISION-TYPE.md ├── 02-DECOMPOSITION.md ├── 02-FRAMEWORK.md ├── 03-PRIORITIZATION.md ├── 03-CRITERIA.md ├── 04-ANALYSIS-PLAN.md ├── 04-ANALYSIS.md ├── 05-FINDINGS.md ├── 05-OPTIONS.md ├── 06-SYNTHESIS.md ├── 06-DECISION.md ├── 07-RECOMMENDATION.md ├── BIAS-WARNINGS.md ├── BIAS-WARNINGS.md └── DECISION-LOG.md └── DECISION-LOG.md think-better init # Install skills for your AI think-better list # Show installed skills think-better check # Verify prerequisites (Python 3) think-better uninstall # Remove skills think-better version # Show version think-better/ ├── cmd/make-decision/ # CLI entry point (Go) ├── internal/ # Core logic │ ├── skills/ # Skill registry + embedded data
Genesis Park 편집팀이 AI를 활용하여 작성한 분석입니다. 원문은 출처 링크를 통해 확인할 수 있습니다.
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