Research

체계적 문헌 고찰(Systematic Review)의 PRISMA 프로토콜과 문헌 검색 전략을 제공하는 전문 스킬. literature-searcher와 critic-synthesizer가 학술 문헌을 체계적으로 검색, 선별, 종합할 때 활용한다. '체계적 문헌 고찰', 'systematic review', 'PRISMA', '문헌 검색 전략', '포함/배제 기준', 'Boolean 검색' 등의 맥락에서 자동 적용한다. 단, 학술 DB(Scopus, WoS) 직접 접속이나 메타분석 통계 실행은 이 스킬의 범위가 아니다.

학술 연구 보조를 에이전트 팀이 체계적으로 수행하는 파이프라인. '논문 조사해줘', '문헌 리뷰', '연구 자료 정리', 'literature review', '학술 리서치', '참고문헌 정리', '선행 연구 분석', '연구 동향 파악', '문헌 검색', '학술 메모 정리' 등 학술 연구 보조 전반에 이 스킬을 사용한다. 단, 실험 수행, 통계 분석 실행, 논문 최종 집필, 학술지 투고는 이 스킬의 범위가 아니다.

논문 작성 종합 지원 파이프라인. 주제선정→문헌조사→방법론설계→집필→교정을 에이전트 팀이 협업하여 수행한다. '논문 도와줘', '연구 주제 잡아줘', '문헌 검토', '방법론 설계', '논문 써줘', '논문 교정', '학위 논문', '학술지 투고', '연구 설계', 'literature review' 등 학술 논문 작성 전반에 이 스킬을 사용한다. 기존 원고나 문헌 목록이 있으면 해당 단계를 보강한다. 단, 실제 데이터 수집·분석 실행, 통계 소프트웨어 조작, 학술지 투고 시스템 조작은 이 스킬의 범위가 아니다.

학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬. methodology-expert 에이전트가 정량/정성/혼합 연구를 설계하고 표본, 도구, 분석 방법을 선정할 때 활용한다. '연구 방법론', '연구 설계', '표본 설계', '측정 도구', '타당도 신뢰도', '통계 분석 방법' 등의 맥락에서 자동 적용한다. 단, 통계 소프트웨어(SPSS, R) 직접 실행이나 IRB 승인 신청은 이 스킬의 범위가 아니다.

Research methodology guide. Referenced by the research-designer and statistical-analyst agents when selecting research designs and analysis methods. Use for 'research methodology', 'experiment design', or 'statistical analysis' requests. Actual data collection and IRB review processing are out of scope.

A specialized skill for the manuscript-editor agent covering developmental editing. Provides manuscript structure analysis, narrative arc diagnostics, character arc design, pacing adjustment, and genre-specific editing standards. Use for 'manuscript editing,' 'structural editing,' 'narrative analysis,' 'manuscript feedback,' and similar topics.

A specialized skill for the story-architect and narrator agents covering documentary narrative structure. Provides 3-act structure, emotion curves, scene arrangement, and narrative patterns by documentary type. Use for 'treatment,' 'narrative structure,' '3-act,' 'emotion curve,' and similar topics.

A specialized skill for the researcher and fact-checker agents covering investigative research. Provides primary/secondary source collection, source reliability assessment, data triangulation, and bias analysis methodologies. Use for 'research,' 'fact-checking,' 'source verification,' 'investigative techniques,' and similar topics.

A specialized skill for the interviewer agent covering documentary interview design. Provides interviewee selection, question sequence design, emotional elicitation techniques, and ethical interview principles. Use for 'interview questions,' 'interview subjects,' 'testimony collection,' 'interview design,' and similar topics.

A specialized skill for the branch-architect agent covering branching logic. Provides branching structure patterns, flag system design, ending architecture, and state management methodology. Use for 'branch design,' 'multiple endings,' 'flag systems,' 'branching structures,' and similar topics.

Audio storytelling skill used by the podcast scriptwriter and show note editor. Provides narrative structure, pacing, and sound design methodologies that maximize listener immersion in an audio-only medium. Use this skill's knowledge for 'audio narrative,' 'listener retention,' 'story arc,' 'sound design,' and similar requests.

<required_reading> **Read these reference files NOW:** 1. references/recommended-structure.md 2. references/skill-structure.md 3. references/core-principles.md 4. references/use-xml-tags.md 5. references/advanced-patterns.md </required_reading> <process>

Use to package collateral, talk tracks, and systems guidance for routed

Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.

Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, enabling comprehensive analysis of academic papers, research proposals, literature reviews, and scholarly writing across multiple quality dimensions.

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Generate testable hypotheses from observations. Use for formulating research questions, designing experiments, exploring competing explanations, developing predictions, and proposing mechanisms. Triggers: generate hypothesis, formulate hypothesis, research question, experimental design, competing explanations, mechanistic hypothesis, testable predictions, scientific inquiry.

Convert raw plugin analysis results into actionable improvement recommendations for agent-scaffolders and agent-skill-open-specifications. Trigger with "synthesize learnings", "generate improvement recommendations", "what should we improve in our scaffolders", "update our meta-skills based on these findings", or after completing a plugin analysis.

Provides active execution protocols to rigorously audit how code, directory structures, and agent actions comply with the authoritative ecosystem specs. Trigger when validating new skills, plugins, or workflows.

Execute the implementation planning workflow using the plan template to generate design artifacts.

Convert raw plugin analysis results into actionable improvement recommendations for agent-scaffolders and agent-skill-open-specifications. Trigger with "synthesize learnings", "generate improvement recommendations", "what should we improve in our scaffolders", "update our meta-skills based on these findings", or after completing a plugin analysis.

Execute the implementation planning workflow using the plan template