Scientific Critical Thinking
weapp-tailwindcss/weapp-tailwindcss
Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.
학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬. An agent skill from revfactory/harness-100.
Install Research Methodology
$ npx skills add revfactory/harness-100 --skill research-methodology -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 research-methodology --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .claude/skills/research-methodology && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .claude/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodologyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add revfactory/harness-100 --skill research-methodology -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 research-methodology --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .agents/skills/research-methodology && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .agents/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill research-methodology -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 research-methodology --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .cursor/skills/research-methodology && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .cursor/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/revfactory/harness-100.git --path ko/58-thesis-advisor/.claude/skills/research-methodology--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add revfactory/harness-100 --skill research-methodology -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 research-methodology --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .gemini/skills/research-methodology && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .gemini/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install revfactory/harness-100 research-methodologyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add revfactory/harness-100 --skill research-methodology -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .github/skills/research-methodology && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .github/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill research-methodology -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 research-methodology --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ko/58-thesis-advisor/.claude/skills/research-methodology .opencode/skills/research-methodology && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "research-methodology" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/58-thesis-advisor/.claude/skills/research-methodology into .opencode/skills/research-methodology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-methodology", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
research-methodology- GitHub stars
- 1.3k
- Token cost
- ~716 tokens
- SKILL.md length
- 368 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬. An agent skill from revfactory/harness-100.
- Tasks that involve Experimental design
- SKILL.md covers 적용 대상 에이전트, 연구 설계 유형 선택 매트릭스, 표본 설계 and 측정 도구 타당도·신뢰도, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Research Methodology is an agent skill from revfactory/harness-100. 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.
Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Experimental design. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Experimental design
Example prompts
- “/research-methodology”
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Research Methodology loads about 716 tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 368 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 368 words, ~716 tokens.
Download SKILL.mdSave it as
.claude/skills/research-methodology/SKILL.md (or your agent's skills folder).- name
- research-methodology
- description
- 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 — 연구 방법론 설계 프레임워크
methodology-expert 에이전트의 연구 설계 역량을 강화하는 전문 스킬.
적용 대상 에이전트
- methodology-expert — 연구 설계, 표본, 도구, 분석 방법 선정
연구 설계 유형 선택 매트릭스
연구 질문 → 설계 유형 매핑
| 연구 질문 유형 | 적합한 설계 | 데이터 유형 |
|---|---|---|
| "~은 무엇인가?" (탐색) | 질적 연구 (근거이론, 현상학) | 인터뷰, 관찰 |
| "~의 관계는?" (상관) | 양적 연구 (설문, 2차 데이터) | 수치 데이터 |
| "~이 ~에 영향을 미치는가?" (인과) | 실험/준실험 | 실험 데이터 |
| "~을 어떻게 경험하는가?" (현상) | 현상학적 연구 | 심층 인터뷰 |
| "~은 어떻게 발전했는가?" (과정) | 근거이론, 사례연구 | 다중 소스 |
| "~을 통합적으로 이해하려면?" | 혼합 연구 | 양적+질적 |
양적 연구 설계
| 설계 유형 | 특징 | 내적 타당도 | 적용 |
|---|---|---|---|
| 진실험 (RCT) | 무작위 배정 + 통제집단 | 높음 | 의약, 교육 개입 |
| 준실험 | 비무작위 + 통제/비교집단 | 중간 | 현장 교육 연구 |
| 비실험 (설문) | 관찰, 상관 | 낮음 | 탐색적, 기술적 |
| 종단 연구 | 시간에 따른 변화 추적 | 중간 | 발달, 패널 |
| 횡단 연구 | 한 시점 측정 | 낮음 | 현황 파악 |
질적 연구 설계
| 설계 유형 | 목적 | 데이터 수집 | 참여자 수 |
|---|---|---|---|
| 현상학 | 경험의 본질 탐구 | 심층 인터뷰 | 5-25명 |
| 근거이론 | 이론 생성 | 인터뷰, 관찰 | 20-30명 |
| 사례연구 | 맥락 속 현상 이해 | 다중 소스 | 1-10사례 |
| 문화기술지 | 문화적 맥락 이해 | 참여관찰 | 장기간 |
| 내러티브 | 개인 경험 서사 | 생애사 인터뷰 | 1-5명 |
표본 설계
양적 연구 표본 크기 산출
n = (Z² × p × (1-p)) / e²
Z = 신뢰수준 (95% → 1.96, 99% → 2.576)
p = 예상 비율 (모르면 0.5)
e = 오차 한계 (보통 ±5% = 0.05)| 모집단 | 신뢰 95%, 오차 ±5% | 신뢰 95%, 오차 ±3% |
|---|---|---|
| 100 | 80 | 92 |
| 500 | 217 | 341 |
| 1,000 | 278 | 516 |
| 10,000 | 370 | 964 |
| 100,000+ | 384 | 1,067 |
회귀분석용 최소 표본
N ≥ 50 + 8 × (독립변수 수) (Tabachnick & Fidell)
또는
N ≥ 15 × (독립변수 수) (Stevens)측정 도구 타당도·신뢰도
Show full SKILL.md (147 more words)Show less
타당도 (Validity)
| 유형 | 검증 방법 | 기준 |
|---|---|---|
| 내용 타당도 | 전문가 패널 검토 (CVI) | CVI ≥ 0.80 |
| 구성 타당도 | 요인분석 (EFA/CFA) | 요인적재값 ≥ 0.40 |
| 수렴 타당도 | AVE | AVE ≥ 0.50 |
| 판별 타당도 | √AVE > 상관계수 | Fornell-Larcker |
| 준거 타당도 | 외부 기준과 상관 | r ≥ 0.40 |
신뢰도 (Reliability)
| 유형 | 검증 방법 | 기준 |
|---|---|---|
| 내적 일관성 | Cronbach's α | α ≥ 0.70 |
| 복합 신뢰도 | CR (구조방정식) | CR ≥ 0.70 |
| 검사-재검사 | 동일 도구 반복 측정 | r ≥ 0.70 |
| 평가자 간 | Cohen's Kappa | κ ≥ 0.60 |
분석 방법 선택 가이드
연구 목적 → 분석 방법
| 연구 목적 | 독립변수 | 종속변수 | 분석 방법 |
|---|---|---|---|
| 차이 검증 (2집단) | 범주 | 연속 | t-test |
| 차이 검증 (3+집단) | 범주 | 연속 | ANOVA |
| 관계 분석 | 연속 | 연속 | 상관분석 |
| 영향 분석 | 연속/범주 | 연속 | 회귀분석 |
| 구조적 관계 | 잠재변수 | 잠재변수 | SEM |
| 집단 분류 | 연속/범주 | 범주 | 로지스틱 회귀 |
| 범주 간 관계 | 범주 | 범주 | 카이제곱 검정 |
가정 위반 시 대안
| 가정 | 위반 시 대안 |
|---|---|
| 정규성 | Mann-Whitney, Kruskal-Wallis |
| 등분산 | Welch's t-test, Games-Howell |
| 독립성 | 반복측정 ANOVA, 대응표본 t-test |
| 선형성 | 비선형 회귀, 변수 변환 |
© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in ko/58-thesis-advisor/.claude/skills/research-methodology of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Research Methodology next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Research Methodology this skillrevfactory/harness-100 | 1.3k | — | ~716 | Automated safety check: Pass | Apache-2.0 | |
| Scientific Critical Thinkingweapp-tailwindcss/weapp-tailwindcss | 1.9k | 22 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Benchmark Paper TemplateHKUSTDial/Supervisor-Skills | 8.7k | — | ~2.8k | Automated safety check: Pass | CC-BY-4.0 | |
| Claim-Driven Experiment PlannerzjYao36/Auto-Research-Refine | 128 | 6 repos | ~2.3k | Automated safety check: Notes | None | |
| Research Refine PipelinezjYao36/Auto-Research-Refine | 128 | 5 repos | ~1.4k | Automated safety check: Notes | None | |
| Metabolic Study Planneraiming-lab/AutoResearchClaw | 15k | — | ~1.9k | Automated safety check: Pass | MIT |
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Claim-Driven Experiment Planner
zjYao36/Auto-Research-Refine
Turns a refined research proposal into a claim-to-evidence-to-run-order roadmap instead of a sprawling benchmark wishlist.
Research Refine Pipeline
zjYao36/Auto-Research-Refine
Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap.
Metabolic Study Planner
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Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written.
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Categories
Questions about Research Methodology
What does Research Methodology do?
학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬. An agent skill from revfactory/harness-100. Research Methodology is an agent skill from revfactory/harness-100. 학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬.
When should I use Research Methodology?
Research Methodology fits situations like: tasks that involve Experimental design.
How do I install Research Methodology in Claude Code?
Run `npx skills add revfactory/harness-100 --skill research-methodology -a claude-code`. Or copy the skill folder (ko/58-thesis-advisor/.claude/skills/research-methodology in revfactory/harness-100) into .claude/skills/research-methodology in your project. Claude Code loads it when a task matches its description.
How do I install Research Methodology in Codex?
Run `npx skills add revfactory/harness-100 --skill research-methodology -a codex`. Or copy the skill folder (ko/58-thesis-advisor/.claude/skills/research-methodology in revfactory/harness-100) into .agents/skills/research-methodology in your project. Codex loads it when a task matches its description.
Can I use Research Methodology in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill research-methodology -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-methodology, .gemini/skills/research-methodology, .github/skills/research-methodology and .opencode/skills/research-methodology in your project.
What does Research Methodology need to run?
SKILL.md names no scripts, command-line tools or credentials: Research Methodology is instructions for the agent only.
Does Research Methodology access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Research Methodology safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Research Methodology use?
Research Methodology is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Research Methodology use?
About 716 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Research Methodology?
Skills that share tags, products or a category with Research Methodology: Scientific Critical Thinking (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Benchmark Paper Template (HKUSTDial/Supervisor-Skills, 8.7k stars), Claim-Driven Experiment Planner (zjYao36/Auto-Research-Refine, 128 stars) and Research Refine Pipeline (zjYao36/Auto-Research-Refine, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Methodology?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,295 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.