research
Skill18 starsChanged 7 months agoMITView on GitHub
구조화된 리서치 수행. 주제별 깊이(quick/standard/deep) 선택, 병렬 수집, 신뢰도 등급 부여, 마크다운 리포트 생성.
189 other projects use a version of this.
Adopted by
Most recently taken up by
- dialog-db/dialog-dbtheir own version, first seen Nov 9, 2026
- howells/skillstheir own version, first seen Nov 8, 2026
- xiaoxiaosrm/dsh-mattpocock-skillstheir own version, first seen Nov 8, 2026
- Suge8/friedbuntheir own version, first seen Nov 8, 2026
- wowyuarm/dsh-agent-teamtheir own version, first seen Nov 8, 2026
- Contexera/dsh-agent-teamtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新
Also in 5 projects that use this
- LambenthanSkill
exp-eval
实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 5 projects that use this
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 43 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
- skyllwtSkill
exp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
- +5 more from Lambenthan
- +1 more from skyllwt
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- mattpocock/skills★ 309ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- udecode/plate★ 17ksame name
- openai/plugins★ 7.8ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
179 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- cleanupSkill
- codexSkill
- crawlerSkill
- debateSkill
- e2eSkill
- figma-to-codeSkill
- forge-statusSkill
- generate-testSkill
- handoffSkill
- setup-agent-teamsSkill
- setup-channelsSkill
- setup-e2eSkill
- setupSkill
- setup-testSkill
- smith-buildSkill
- smith-create-agentSkill
- startSkill
- startup-validatorSkill
- statsSkill
- testSkill
- voiceSkill
The file
Files
Research Skill
구조화된 팩트 기반 리서치 및 마크다운 리포트 생성
트리거
/research [topic] + 옵션 플래그:
--quick: 빠른 분석 (3-5 쿼리, 500-1000자)- (기본): 표준 분석 (5-10 쿼리, 1500-3000자)
--deep: 심층 조사 (10-15 쿼리, 3000-6000자, 반복 패스)
인자 없으면 즉시 주제 요청.
깊이별 기준
| 항목 | Quick | Standard | Deep |
| 쿼리 수 | 3-5 | 5-10 | 10-15 |
| 최소 출처 | 5 | 10 | 20+ |
| 리포트 길이 | 500-1000자 | 1500-3000자 | 3000-6000자 |
| 반복 패스 | 없음 | 없음 | 있음 (갭 분석) |
주제 분류
| 유형 | 채널 |
| 기술 비교 | WebSearch + GitHub |
| 시장/트렌드 | WebSearch + 크롤링 |
| 경쟁사 분석 | WebSearch + GitHub |
| 학술 주제 | arXiv + 문서 페칭 |
| 내부 프로젝트 | 코드 탐색 + Grep |
워크플로우
| Phase | 작업 | 필수 |
| 1. 파싱 | 도구 감지, 주제 분류 | 도구 가용성 확인 |
| 2. 전략 | 핵심 질문 3-5개 정의, 범위 설정 | Sequential thinking |
| 3. 수집 | 병렬 데이터 수집 (researcher, explorer) | 최소 출처 수 준수 |
| 4. 갭 분석 | (deep만) 누락 영역 2차 쿼리 | Sequential thinking |
| 5. 리포트 | 피라미드 원칙: 결론 → 상세 | 출처 URL 필수 |
| 6. 저장 | .forge/research/[NN].topic_summary.md | 파일 저장 필수 |
리포트 기준
- 현재 연도 컨텍스트 포함
- 모든 핵심 주장에 출처 URL 명시
- 비교 시 증거 테이블 포함
- 피라미드 원칙: 요약 → 상세
금지 사항
| 금지 |
| 출처 없는 주장 |
| 비교 증거 없이 비교 결론 |
| 출력 파일 저장 없이 종료 |
| 최소 출처 수 미달 |
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