verified-information-generator
Verified information generation and validation
Profile →npx skills add majiayu000/claude-skill-registry --skill verified-information-generator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
What it does
Adaptive verification system that analyzes a user's question and automatically selects the optimal validation level (Quick, Standard, Academic) for fact-checking. It performs cross-source verification across multiple sources, ranks trust with a simple color label, and produces a structured output including core answer, sources, cross-check results, and limitations. It emphasizes Korean context (KRW currency, domestic regulations) and generates a structured document with sources and a verification checklist.
How it works
- Analyzes the question to choose an appropriate verification level: Quick (2-3 minutes, 2-3 sources), Standard (7-12 minutes, 3-5 sources), or Academic (15-20 minutes, 5-10 sources).
- Uses a prioritized multi-source verification process: official documents, peer-reviewed papers, official repositories, trusted tech blogs, and community consensus, then extracts core facts from each source.
- Compares sources for consistency, highlights discrepancies, and makes additional investigations as needed.
- Visualizes trust with a three-level label: 🟢 Confirmed, 🟡 Partially Verified, 🔴 Unverifiable.
- Produces a structured document with sections: core answer, sources, cross-check results, limitations, advanced features, and additional context.
- Applies Korean context automatically: currency conversion, domestic regulations, and market context.
When to use it
- When fact-checking technical facts (software versions, API specs, feature support).
- When comparing data from multiple sources (benchmarks, product comparisons, prices).
- When creating content (blogs, technical docs, FAQs) requiring fact-checking.
- When conducting scholarly work (literature verification and citations).
- When business decisions require regulatory or market context (compliance, market research, competitive analysis).
- When Korean context is needed (domestic pricing, regulations, market conditions).
- When verifying compliance with GDPR, HIPAA, etc.
- When comparing tools/products on features, performance, costs, etc.
- For trend analysis and urgent information checks.
What it can touch
- References official documents, academic papers, official repositories, and trusted blogs as sources.
- Outputs a structured document including sources and cross-check tables.
Caveats
- Outputs depend on the sources selected by the skill's verification logic.
- The skill emphasizes Korean context; currency conversion and domestic regulations are included where applicable.
- Time estimates (2-3, 7-12, 15-20 minutes) are stated as part of level definitions and not guarantees of execution time in all environments.
# Verified Information Generator ## Overview **Verified Information Generator**는 사용자 질문의 복잡도와 맥락을 자동 분석하여, 간단한 팩트체크(2분)부터 학술급 심층 검증(20분)까지 **상황에 맞는 최적의 검증 수준을 자동 선택**하는 적응형 검증 엔진입니다. 핵심 특징: - 🎯 **적응형 검증**: 질문 유형에 따라 Quick/Standard/Academic 자동 선택 - 🔍 **다중 출처 교차 검증**: 3-10개 독립 출처 비교 분석 - 🟢🟡🔴 **신뢰도 라벨**: 검증 수준 시각화 - 🇰🇷 **한국 맥락 최적화**: KRW 환산, 국내 규정/시장 반영 - 📊 **구조화된 출력**: 핵심 답변 → 출처 → 교차검증 → 심층분석 - ⏱️ **투명한 검증**: 소요 시간 및 제한사항 명시 ## When to Use This Skill 이 Skill을 다음과 같은 상황에서 사용하세요: - ❓ **기술적 사실 확인**: 소프트웨어 버전, API 사양, 기능 지원 여부 등 - 📊 **다중 출처 비교**: 벤치마크 결과, 제품 비교, 가격 정보 등 - 📝 **콘텐츠 작성**: 블로그, 기술 문서, FAQ 작성 시 팩트체크 - 🔬 **학술 연구**: 논문 작성 시 선행 연구 검증 및 인용 - 💼 **비즈니스 의사결정**: 규정 준수, 시장 조사, 경쟁 분석 - 🇰🇷 **한국 맥락 필요**: 국내 가격, 규제, 시장 상황 반영 필요 시 - ⚖️ **규정 준수 확인**: GDPR, HIPAA, 개인정보보호법 등 - 🆚 **도구/제품 비교**: 기능, 성능, 비용 등 객관적 비교 - 📈 **트렌드 분석**: 시계열 변화, 업계 동향 파악 - 🚨 **긴급 정보**: 회의 중 빠른 팩트체크 ## Core Capabilities ### 1. 적응형 검증 시스템 질문 분석 후 자동으로 최적의 검증 수준 선택: | 수준 | 시간 | 출처 수 | 적합 상황 | 트리거 예시 | |------|------|---------|-----------|-------------| | **Quick** | 2-3분 | 2-3개 | 단순 팩트, 긴급 확인 | "빠르게", Yes/No 질문 | | **Standard** | 7-12분 | 3-5개 | 실무 문서, 블로그 | 기본 선택 (80% 케이스) | | **Academic** | 15-20분 | 5-1
- Overview
- When to Use This Skill
- Core Capabilities
- 1. 적응형 검증 시스템
- 2. 다중 출처 교차 검증
- 3. 신뢰도 라벨 시스템
- 4. 한국 사용자 최적화
- 5. 구조화된 문서 생성
- Installation
- Claude.ai (Web/Desktop)
- Claude Code (CLI)
- Usage Guide
- 기본 사용법
- 고급 사용법
mkdir -p ~/.claude/skills/ cp verified-information-generator-SKILL.md ~/.claude/skills/verified-info.md claude skills list claude chat "Claude API 비용을 표준 수준으로 검증해줘" claude skills install verified-info.md --global cd /path/to/project claude skills install verified-info.md --local
What does the verified-information-generator skill do?
Verified information generation and validation
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill verified-information-generator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.