# Master-cai/Research-Paper-Writing-Skills

Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's open notes for Codex, Claude Code, and Gemini.

Repository: https://github.com/Master-cai/Research-Paper-Writing-Skills
Canonical: https://ross.abutalabs.com/products/research-paper-writing-skills
License: MIT
License Family: permissive
Last push: 2026-06-23T02:28:54+00:00

## Health v2 (maintenance only)
Score: 54/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 88, release rhythm 35, longevity 12
- inputs: {"age_days": 181, "days_push": 72, "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 6317, forks 307 (observed 2026-08-28T04:09:41.727014+00:00)

## What it is
A curated skill package for AI coding agents (Codex, Claude Code, Gemini) that teaches research paper writing for ML/CV/NLP, adapted from Prof. Peng Sida's open study notes. It provides workflow rules, section-specific writing guides, and templates installed as agent skills.

## Use cases
- draft or rewrite an abstract or introduction for an ML paper
- improve paragraph flow and section logic in a research paper
- check claim-evidence alignment in my method section
- run a pre-submission self-review from a reviewer's mindset
- get structured writing guidance for experiments and conclusion sections
- set up paper-writing skills for Claude Code or Codex

## When to choose
- you write ML/CV/NLP papers and use Codex, Claude Code, or Gemini as an assistant
- you want structured, section-by-section academic writing guidance inside your AI agent
- you need reviewer-style self-review before a paper submission

## When to avoid
- you need general-purpose writing help outside academic ML papers
- you want a standalone writing app rather than an agent skill package
- you need automated grammar or citation management tools

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, prompt-engineering, developer-tools
- domain: artificial-intelligence, education, documentation, computer-vision, machine-learning
- platform: cli, cross-platform
- tags: academic-writing, ai-agent-skills, paper-writing, claude-code, codex, gemini, skill-package, research-methodology, natural-language-processing

## Member repositories
- Master-cai/Research-Paper-Writing-Skills (main) score 54

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:41.727014+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 2026-08-29T17:46:11.772460+00:00, confidence not recorded.
  - readme: https://github.com/Master-cai/Research-Paper-Writing-Skills (fetched 2026-08-28T04:09:41.727014+00:00, sha 37c5e07ce0c5)
- Data as of 2026-08-30T08:39:29.467469+00:00.