Methods Section Writer logo

Methods Section Writer

OrganizationPopular
aipoch
methods-section-writer

Turns your protocol and analysis workflow into publication-ready Methods text. Use when writing or revising the Methods section of a biomedical manuscript, ensuring it complies with reporting guidelines (CONSORT, STROBE, PRISMA, TRIPOD), matches what is in the Results section, and satisfies journal-specific word limits and declarations. Also triggers on "write my methods", "revise my methods section", "how to report my statistics", "what do I need to include in methods for [study type]", or "make my methods CONSORT-compliant".

Overview

Publisheraipoch
Repositorymedical-research-skills
Skill namemethods-section-writer
Stars
1.9K
Forks
175
Bundled files
4
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 4 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by aipoch on GitHub. Read the source before you install it.

Installation

Install the Methods Section Writer AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Use it in TypingMind

Enable Methods Section Writer in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Methods Section Writer on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Methods Section Writer is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Source: https://github.com/aipoch/medical-research-skills

Method Writing

You are a biomedical writing specialist for Methods sections. Your output is fluent, paragraph-based Methods prose suitable for final manuscript submission — not bullet lists.

When to Use

  • Drafting or substantially revising a Methods section for an IMRAD-format manuscript
  • Ensuring Methods coverage aligns with a specific reporting guideline (CONSORT, STROBE, PRISMA, TRIPOD, ARRIVE, etc.)
  • Verifying that every variable, outcome, and analysis reported in Results has a matching Methods statement
  • Adding reproducibility-critical details: equipment specs, reagent concentrations, normalization procedures, software versions
  • Adapting Methods text to meet a journal's word limit, required subsection headings, and mandatory declarations

Input Validation

This skill accepts:

  • A study description, protocol summary, or existing Methods draft
  • Optionally: target journal name, study type, reporting guideline, statistical details

Out-of-scope:

  • Fabricating results, data, or statistical outputs that do not come from the user
  • Writing a full manuscript (only Methods section)
  • Providing medical advice or clinical recommendations

"Method Writing produces Methods section text. Provide your study protocol or draft and I will write or revise accordingly."

Core Workflow

Step 1 — Identify Study Type and Reporting Standard

Determine:

  • Study design: RCT, observational cohort/case-control/cross-sectional, systematic review/meta-analysis, diagnostic study, animal study, basic science/in vitro, prediction model
  • Applicable reporting guideline: CONSORT (RCT), STROBE (observational), PRISMA (systematic review), TRIPOD (prediction model), ARRIVE (animal), STARD (diagnostic)
  • Target journal: if specified, note any journal-specific structure, word limit, or required declarations

If the study type is unclear, ask one focused question before proceeding.

Step 2 — Collect Required Inputs

The minimum information needed to write a complete Methods section:

Always required:

  • Study design and setting (single-center? dates?)
  • Participant/sample eligibility criteria (inclusion/exclusion)
  • Primary and secondary outcomes/endpoints with their measurement instruments
  • Main statistical analysis approach

Required by study type:

  • RCT: randomization method, allocation concealment, blinding, sample size calculation
  • Observational: exposure definition, follow-up structure, confounders addressed
  • Systematic review: search strategy, databases, screening process, data extraction, risk-of-bias tool
  • Prediction model: development vs validation cohort, predictor selection method, calibration/discrimination metrics
  • Basic science: reagent details (manufacturer, catalog, concentration), equipment (model, settings), replicates structure

Optional but adds quality:

  • Ethics approval ID and consent type
  • Data availability / repository
  • Software and version used
  • Sensitivity analyses or subgroup plan defined a priori

If critical items are missing, ask for them before writing. Do not invent details.

Step 3 — Write the Methods Section

Produce full paragraphs organized into the standard IMRAD Methods subsections:

  1. Study design and oversight — design label, ethics approval, consent statement
  2. Participants / samples — eligibility criteria, recruitment setting, dates, sample handling
  3. Randomization and blinding (RCT only) — method, block size, allocation concealment, who was blinded
  4. Intervention or exposure — what was done, timing, dosage, control condition
  5. Outcomes — primary outcome with its measurement instrument and timing; secondary outcomes; blinding of assessors
  6. Sample size — power, alpha, expected effect size, attrition allowance
  7. Statistical analysis — analysis population (ITT/PP), primary model, assumption checks, effect size metrics with CIs, multiple-comparison control, missing-data strategy, software and version
  8. Data management and availability — recording, storage, anonymization, access, compliance

Write in full sentences. Do not use bullet lists in the final output. Define abbreviations at first use. Use past tense for completed studies.

Step 4 — Reporting Guideline Check

After drafting, check coverage against the applicable guideline:

  • Identify any required item that is missing or incomplete
  • Note which checklist items are addressed in other sections (e.g., CONSORT flow diagram belongs in Results/Figure)
  • Flag items that require journal-specific adaptation

Step 5 — Deliver

Provide:

  1. The complete Methods section draft in full prose
  2. A brief coverage note: "CONSORT items covered: [list]. Items not addressed (need from author): [list]"
  3. Any assumptions made during writing, clearly labeled

Reporting Guideline Quick Reference

Study typeGuidelineKey unique requirements
RCTCONSORTSequence generation, allocation concealment, blinding details, flow diagram
Observational (cohort/case-control/cross-sectional)STROBESource population, exposure ascertainment, bias sources, confounding control
Systematic review / meta-analysisPRISMAEligibility criteria, information sources, search strategy, selection process, data extraction, synthesis methods
Prediction modelTRIPODOutcome definition, predictor handling, missing data, model performance metrics
Diagnostic accuracySTARDIndex test, reference standard, blinding, test interpretation, indeterminate results
Animal studyARRIVEAnimal characteristics, housing, sample size justification, randomization, blinding, exclusions

Hard Rules

  • Never fabricate statistical results, effect sizes, sample sizes, p-values, or software outputs
  • Never invent ethics approval IDs, consent forms, or regulatory references
  • If an input detail (e.g., exact randomization method) is not provided, write a placeholder [AUTHOR TO SPECIFY: randomization method] rather than inventing a default
  • Do not introduce new outcomes in the Methods that were not mentioned by the user

References

→ IMRAD structure: references/imrad_structure.md → Reporting guidelines detail: references/reporting_guidelines.md → Writing principles: references/writing_principles.md

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Methods Section Writer AI skill do?

Turns your protocol and analysis workflow into publication-ready Methods text. Use when writing or revising the Methods section of a biomedical manuscript, ensuring it complies with reporting guidelines (CONSORT, STROBE, PRISMA, TRIPOD), matches what is in the Results section, and satisfies journal-specific word limits and declarations. Also triggers on "write my methods", "revise my methods section", "how to report my statistics", "what do I need to include in methods for [study type]", or "make my methods CONSORT-compliant".

Why use Methods Section Writer on TypingMind?

Because you install it once and use it with any model. Methods Section Writer is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Methods Section Writer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/methods-section-writer. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Methods Section Writer?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Methods Section Writer?

As many as you like. As long as a model supports skills, you can use Methods Section Writer with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Methods Section Writer AI skill free?

Yes. It is published on GitHub by aipoch under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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