Agent skill

Methodology Skills

by wentorai in wentorai/research-plugins

12 research methodology skills. An agent skill from wentorai/research-plugins.

MITAuto-check passedResearch & Science

Install Methodology Skills

skills CLI
$ npx skills add wentorai/research-plugins --skill methodology-skills -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wentorai/research-plugins methodology-skills --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research/methodology .claude/skills/methodology-skills && rm -rf skills-src

Use ~/.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/

Facts

Skill name
methodology-skills
GitHub stars
298
Used in
1 other repo
Token cost
~496 tokens
SKILL.md length
136 words
Files
1
Skills in repo
405
Repo updated
First seen
Licence
MIT

At a glance

12 research methodology skills. An agent skill from wentorai/research-plugins.

  • Tasks that involve Experimental design
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Methodology Skills is an agent skill from wentorai/research-plugins. 12 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

Its SKILL.md is about 500 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 repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.

When your agent uses it

  • Tasks that involve Experimental design

Example prompts

  • “/methodology-skills”

What it can do on your machine

Read from SKILL.md and the folder at commit bf44b3c. 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

Methodology Skills loads about 496 tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 136 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~496

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 wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 136 words, ~496 tokens.

Download SKILL.mdSave it as .claude/skills/methodology-skills/SKILL.md (or your agent's skills folder).
name
methodology-skills
description
12 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

Research Methodology — 12 Skills

Select the skill matching the user's need, then read its SKILL.md.

SkillDescription
action-research-guideDesign and conduct action research and participatory studies
claude-scientific-guideReady-to-use agent skills for scientific research and engineering
experimental-design-guideDesign rigorous experiments using DOE, factorial designs, and response surfaces
grad-school-guidePractical advice for thriving in PhD programs and academic research
grounded-theory-guideApply grounded theory methodology to develop theory from data
mixed-methods-guideGuide to designing and conducting mixed methods research
parsifal-slr-guidePlan and manage systematic literature reviews with Parsifal platform
qualitative-research-guideDesign and conduct qualitative research using grounded theory and case studies
research-paper-kbBuild a persistent cross-session knowledge base from academic papers
research-town-guideSimulate human research communities with multi-agent AI collaboration
scientify-idea-generationGenerate research ideas from collected papers with gap analysis
slr-automation-guideTools and pipelines for automating systematic literature reviews

© wentorai, MIT. 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 skills/research/methodology of wentorai/research-plugins.

Open the folder on GitHubat commit bf44b3c

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Methodology Skills 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.

Methodology Skills compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Methodology Skills this skillwentorai/research-plugins2981 repos~496Automated safety check: PassMIT
Scientific Critical Thinkingweapp-tailwindcss/weapp-tailwindcss1.9k22 repos~5.9kAutomated safety check: NotesMIT
Benchmark Paper TemplateHKUSTDial/Supervisor-Skills8.8k—~2.8kAutomated safety check: PassCC-BY-4.0
Claim-Driven Experiment PlannerzjYao36/Auto-Research-Refine1286 repos~2.3kAutomated safety check: NotesNone
Research Refine PipelinezjYao36/Auto-Research-Refine1285 repos~1.4kAutomated safety check: NotesNone
Metabolic Study Planneraiming-lab/AutoResearchClaw15k—~1.9kAutomated safety check: PassMIT

Similar skills

  • Scientific Critical Thinking

    weapp-tailwindcss/weapp-tailwindcss

    Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.

    1.9k GitHub starsUsed in 22 repos~5.9k tokens
    Research & ScienceAuto-check: notes
  • Benchmark Paper Template

    HKUSTDial/Supervisor-Skills

    Structures benchmark and evaluation papers around five pillars, with a completeness audit, an Introduction logic chain, a section skeleton and a pre-submission checklist.

    8.8k GitHub stars~2.8k tokensUpdated 1 mo ago
    Research & ScienceAuto-check passed
  • 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.

    128 GitHub starsUsed in 6 repos~2.3k tokens
    Research & ScienceAuto-check: notes
  • 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.

    128 GitHub starsUsed in 5 repos~1.4k tokens
    Research & ScienceAuto-check: notes
  • Metabolic Study Planner

    aiming-lab/AutoResearchClaw

    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.

    15k GitHub stars~1.9k tokensUpdated 1 mo ago
    Research & ScienceAuto-check passed
  • Analytical Method Validation Planner

    K-Dense-AI/scientific-agent-skills

    Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025.

    48k GitHub starsUsed in 1 repo~4.9k tokens
    Research & ScienceAuto-check: notes

More from wentorai/research-plugins

All 405 skills in this repo
  • Abstract Writing Guide

    wentorai/research-plugins

    Craft structured research abstracts that maximize clarity and journal acceptance

    298 GitHub starsUsed in 1 repo~1.7k tokens
    Auto-check passed
  • Academic Citation Manager

    wentorai/research-plugins

    Manage academic citations across BibTeX, APA, MLA, and Chicago formats

    298 GitHub starsUsed in 1 repo~2.7k tokens
    Auto-check passed
  • Academic Paper Summarizer

    wentorai/research-plugins

    Summarize academic papers with structured extraction of key elements

    298 GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check passed
  • Academic Study Methods

    wentorai/research-plugins

    Evidence-based study techniques for academic learning and retention

    298 GitHub starsUsed in 1 repo~1.8k tokens
    Auto-check passed
  • Academic Tone Guide

    wentorai/research-plugins

    Adjust writing tone and register for academic audiences and venues

    298 GitHub starsUsed in 1 repo~1.9k tokens
    Auto-check passed
  • Academic Translation Guide

    wentorai/research-plugins

    Academic translation, post-editing, and Chinglish correction guide

    298 GitHub starsUsed in 1 repo~1.6k tokens
    Auto-check passed

Questions about Methodology Skills

What does Methodology Skills do?

12 research methodology skills. An agent skill from wentorai/research-plugins. Methodology Skills is an agent skill from wentorai/research-plugins. 12 research methodology skills.

When should I use Methodology Skills?

Methodology Skills fits situations like: tasks that involve Experimental design.

How do I install Methodology Skills in Claude Code?

Run `npx skills add wentorai/research-plugins --skill methodology-skills -a claude-code`. Or copy the skill folder (skills/research/methodology in wentorai/research-plugins) into .claude/skills/methodology-skills in your project. Claude Code loads it when a task matches its description.

How do I install Methodology Skills in Codex?

Run `npx skills add wentorai/research-plugins --skill methodology-skills -a codex`. Or copy the skill folder (skills/research/methodology in wentorai/research-plugins) into .agents/skills/methodology-skills in your project. Codex loads it when a task matches its description.

Can I use Methodology Skills 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 wentorai/research-plugins --skill methodology-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/methodology-skills, .gemini/skills/methodology-skills, .github/skills/methodology-skills and .opencode/skills/methodology-skills in your project.

What does Methodology Skills need to run?

SKILL.md names no scripts, command-line tools or credentials: Methodology Skills is instructions for the agent only.

Does Methodology Skills 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 Methodology Skills 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 Methodology Skills use?

Methodology Skills is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Methodology Skills use?

About 496 tokens (SKILL.md is roughly 2k 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 Methodology Skills?

Skills that share tags, products or a category with Methodology Skills: Scientific Critical Thinking (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Benchmark Paper Template (HKUSTDial/Supervisor-Skills, 8.8k 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 Methodology Skills?

wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.

Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.