# Norman-bury/research-writing-skill

科研写作助手 (Research Writing Assistant)

Repository: https://github.com/Norman-bury/research-writing-skill
Canonical: https://ross.abutalabs.com/products/research-writing-skill
Language: Python
License: MIT
License Family: permissive
Last push: 2026-06-10T04:06:29+00:00

## Health v2 (maintenance only)
Score: 54/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 86, release rhythm 35, longevity 13
- inputs: {"age_days": 182, "days_push": 84, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3108, forks 210 (observed 2026-08-28T04:07:43.789847+00:00)

## What it is
A research/academic writing assistant skill for AI coding agents (Claude Code, Cursor, Codex, Gemini CLI) that turns paper writing into a tracked, resumable, engineering-style workflow. It handles brainstorming, chapter-by-chapter drafting, de-AI-flavored prose, reproducible Python figures, LaTeX project generation, and discipline-specific writing modules.

## Use cases
- write my thesis with AI assistance
- generate a LaTeX project from my university template
- remove AI-sounding phrasing from my paper draft
- create reproducible Python plots for experiment results
- plan chapter structure for a research paper
- do a pre-submission self-review of my manuscript
- organize a literature review in English and Chinese

## When to choose
- you are an undergraduate, graduate student, or early-career researcher writing a thesis, course paper, or submission draft
- you want a structured, multi-stage writing workflow instead of one-off chatbot polishing
- you need reproducible figures and compilable LaTeX output as project files
- you use Claude Code, Cursor, Codex, OpenCode, or Gemini CLI

## When to avoid
- you expect finished, formatted .docx files with Word styling done for you
- you need a general-purpose grammar checker or one-click paraphraser
- you require automatic citation generation with guaranteed-verified references
- you don't use any AI coding agent or CLI assistant

## Facets
- artifact type: plugin
- maturity: active
- function: prompt-engineering, documentation, data-visualization, templating, workflow-automation
- domain: education, large-language-models, developer-tools, documentation
- platform: python, cli, cross-platform
- tags: academic-writing, thesis-writing, claude-code-skill, latex, paper-writing, ai-writing-assistant, literature-review, scientific-writing, natural-language-processing

## Member repositories
- Norman-bury/research-writing-skill (main) score 54

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:43.789847+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:26:51.693396+00:00, confidence not recorded.
  - readme: https://github.com/Norman-bury/research-writing-skill (fetched 2026-08-28T04:07:43.789847+00:00, sha cfc50c8b284e)
- Data as of 2026-08-30T08:39:29.467469+00:00.