Scientific Writing

SkillDev tools

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

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Scientific Writing skill

What this skill tells your AI

The instructions your AI receives, as published by drpedapati/sciclaw in skills/scientific-writing/SKILL.md and read by ahel’s review.

Use this skill when the task is manuscript drafting or revision for technical/scientific content.

When to use

  • "update the manuscript"
  • "write methods/results/discussion"
  • "tighten scientific language"
  • "align claims to evidence"

Workflow

  1. Start from repository artifacts (code, logs, benchmarks) before drafting claims.
  2. Separate facts from hypotheses and future work.
  3. Keep claims bounded to what is implemented and tested.
  4. Record unresolved questions explicitly.

Output checklist

  • Claims map to concrete evidence in the repo.
  • Methods are reproducible (commands, files, assumptions).
  • Limitations and uncertainty are stated.
  • Next-step experiments are listed with acceptance criteria.

Signals

GitHub stars
88
Forks
17
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
scientific-writing-drpedapati
Source
github.com/drpedapati/sciclaw