scientific-writing

Draft and revise scientific manuscript sections with claim-evidence alignment and reproducible methods.

88|16|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/drpedapati/sciclaw --skill scientific-writing-drpedapati
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-writing
Source: https://github.com/drpedapati/sciclaw/tree/main/skills/scientific-writing
Command: npx skills add https://github.com/drpedapati/sciclaw --skill scientific-writing-drpedapati

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Draft and revise scientific manuscript sections with claim-evidence alignment and reproducible method reporting, helping researchers produce transparent, testable documents with fewer drafting iterations.

Core Features & Use Cases

  • Align claims with repository evidence: ensure statements reference experiments, data, or benchmarks.
  • Reproducible methods reporting: include commands, file paths, and assumptions so others can reproduce results.
  • Workflow discipline: separate facts from hypotheses and future work, capture uncertainties, and track unresolved questions.
  • Use Case: updating methods/results sections, polishing writing, preparing a publication-ready draft.

Quick Start

Upload your repository artifacts and instruct the AI to draft aligned manuscript sections with reproducible methods.

Frequently Asked Questions about scientific-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I draft a scientific manuscript with claim-evidence alignment?

To draft a scientific manuscript with claim-evidence alignment, you upload repository artifacts like code, logs, and benchmarks. The tool then aligns your claims to concrete evidence and generates reproducible methods descriptions for your technical sections.

Can I use repository artifacts to generate reproducible methods reporting?

Yes, you can use repository artifacts to generate reproducible methods reporting. The tool includes exact commands, file paths, and assumptions from your code and benchmarks so others can reproduce your experimental results.

What's the best way to separate facts from hypotheses in academic writing?

Separating facts from hypotheses in academic writing requires strict workflow discipline. The tool enforces this separation during drafting, capturing uncertainties, tracking unresolved questions, and isolating future work to maintain document transparency.

Do I need repository artifacts to draft manuscript sections?

Yes, you need repository artifacts such as code, logs, or benchmarks to draft manuscript sections. These artifacts provide the concrete evidence required to align claims, verify results, and produce reproducible methods descriptions.

Can I polish existing methods and results sections for publication readiness?

Yes, you can polish existing methods and results sections for publication readiness. The tool revises your drafts by applying claim-evidence alignment and updating reproducibility details to prepare a transparent, testable document.

What are the limitations of automated scientific writing?

The limitation of automated scientific writing is that it cannot validate evidence beyond provided repository artifacts. It relies entirely on uploaded code, logs, and benchmarks to separate facts from hypotheses and enforce reproducible methods reporting.