Agent skill

Research Paper Writing

by taracodlabs in taracodlabs/aiden

Pipeline for ML/AI research papers — lit review to LaTeX submission

Apache-2.0Auto-check passedResearch & Science

Install Research Paper Writing

skills CLI
$ npx skills add taracodlabs/aiden --skill research-paper-writing -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install taracodlabs/aiden research-paper-writing --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/taracodlabs/aiden.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-paper-writing .claude/skills/research-paper-writing && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
research-paper-writing
GitHub stars
852
Token cost
~1.2k tokens
SKILL.md length
294 words
Files
2
Skills in repo
63
Repo updated
First seen
Licence
Apache-2.0

At a glance

Pipeline for ML/AI research papers — lit review to LaTeX submission

  • Works in 6 steps: Frame the contribution → Literature review → Structure the paper → …
  • Tasks that involve LaTeX
  • SKILL.md covers When to Use, How to Use, Examples and Cautions
  • Reaches api.semanticscholar.org and github.com

What it does

Research Paper Writing is an agent skill from taracodlabs/aiden. Pipeline for ML/AI research papers — lit review to LaTeX submission

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill.json`).

It sits in Research & Science, covering LaTeX and Literature review. It works with LaTeX and arXiv. The repository describes itself as: Aiden — an autonomous AI agent and work engine built solo. It can operate your browser, terminal, files, apps, APIs, skills and tools, remember context, recover from failures… The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve LaTeX
  • Tasks that involve Literature review

Example prompts

  • “/research-paper-writing”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Frame the contribution
  2. Literature review
  3. Structure the paper
  4. Write in LaTeX
  5. Tables and figures
  6. Compile and check

What it can do on your machine

Read from SKILL.md and the folder at commit 3704204. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are latex, python and powershell).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.semanticscholar.org
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Research Paper Writing loads about 1.2k tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 294 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from taracodlabs/aiden at commit 3704204, republished under its Apache-2.0 licence (© taracodlabs). 294 words, ~1,218 tokens.

Download SKILL.mdSave it as .claude/skills/research-paper-writing/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
research-paper-writing
description
Pipeline for ML/AI research papers — lit review to LaTeX submission
category
research
version
1.0.0
origin
aiden
license
Apache-2.0
tags
research, paper, writing, latex, ml, ai, academic, arxiv, publication, citation

Research Paper Writing Pipeline

A structured, step-by-step pipeline for writing ML/AI research papers: from problem framing through literature review, experiment design, writing, and LaTeX formatting for arXiv submission.

When to Use

  • User wants to write or structure an academic research paper
  • User wants help organizing experiments and results for a paper
  • User wants to format a paper in LaTeX for arXiv or a conference
  • User wants to do a literature review on a topic
  • User wants to write an abstract, introduction, or related work section

How to Use

Phase 1: Frame the contribution

Define the paper's core claim before writing anything else.

1. One-sentence contribution: "We show that X outperforms Y on Z by doing W"
2. Key insight: what is non-obvious about your approach?
3. Research question: what question does the paper answer?
4. Limitations scope: what is explicitly out of scope?
Phase 2: Literature review

Use the arXiv skill to find related work, then organize findings:

Search strategy:
- Start with 2-3 "seed" papers you know are relevant
- Find papers that cite them (via Semantic Scholar API)
- Search arXiv for your core keywords + recent date filter
- Organize into: direct predecessors, concurrent work, tangential work

For each related paper, note:
- Core method
- Dataset/benchmark used
- Key result number
- How your work differs
python
# Semantic Scholar API — find papers citing a known paper
import requests
paper_id = "arXiv:2305.17333"
resp = requests.get(f"https://api.semanticscholar.org/graph/v1/paper/{paper_id}/citations?fields=title,year,authors,externalIds&limit=20")
for c in resp.json()["data"]:
  print(c["citingPaper"]["title"])
Phase 3: Structure the paper

Standard ML/AI paper structure:

Abstract   (150-250 words) — problem, method, key result, significance
1. Introduction — motivation, gap, contribution, paper overview
2. Related Work — organize by theme, not chronologically
3. Method — notation, architecture/algorithm, key design choices
4. Experiments — datasets, baselines, metrics, implementation details
5. Results — main table, ablation study, qualitative examples
6. Discussion — limitations, failure modes, future work
7. Conclusion — restate contribution, broader impact
References
Appendix (optional) — proofs, additional experiments, hyperparameters
Phase 4: Write in LaTeX

Basic arXiv-ready template:

latex
\documentclass[10pt,twocolumn]{article}
\usepackage{arxiv}       % from https://github.com/kourgeorge/arxiv-style
\usepackage{amsmath,amssymb,graphicx,booktabs,hyperref}

\title{Your Paper Title}
\author{Author One \and Author Two}
\date{\today}

\begin{document}
\maketitle

\begin{abstract}
Your abstract here. State the problem, method, key result, and significance in 150--250 words.
\end{abstract}

\section{Introduction}
...

\bibliography{refs}
\bibliographystyle{plain}
\end{document}
Phase 5: Tables and figures
latex
% Results table with booktabs
\begin{table}[t]
\centering
\caption{Comparison on benchmark dataset.}
\begin{tabular}{lcc}
\toprule
Method & Accuracy & F1 \\
\midrule
Baseline   & 72.3 & 71.1 \\
Prior SOTA & 78.6 & 77.9 \\
\textbf{Ours} & \textbf{83.2} & \textbf{82.7} \\
\bottomrule
\end{tabular}
\label{tab:results}
\end{table}
Phase 6: Compile and check
powershell
# Compile LaTeX (requires MiKTeX or TeX Live)
pdflatex paper.tex
bibtex paper
pdflatex paper.tex
pdflatex paper.tex   # run twice to resolve references

# Check word count
texcount paper.tex

Examples

"Help me write the abstract for my paper on efficient transformers" → Use Phase 1 to extract the core claim, then write 4 sentences: problem → gap → method → key result.

"I need to find related papers on sparse attention before writing the related work section" → Use Phase 2: search arXiv (cs.LG + sparse attention), use Semantic Scholar to find citing papers.

"Format my experiment results as a LaTeX table" → Use Phase 5 with the booktabs template.

Cautions

  • Write the related work section after the method section — you need to know your contribution to characterize prior work accurately
  • Ablation studies are required at top venues (NeurIPS, ICML, ICLR) — plan them during experiment design, not after
  • arXiv LaTeX compilation is strict — avoid non-standard packages; test with pdflatex before submitting
  • Never include fabricated citations — use only papers you have actually read
  • Check target venue formatting guidelines — ICML, NeurIPS, and ICLR each have distinct style files

© taracodlabs, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/research-paper-writing of taracodlabs/aiden.

  • SKILL.md
  • skill.json

Open the folder on GitHubat commit 3704204

Compare with similar skills

Research Paper Writing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Research Paper Writing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Paper Writing this skilltaracodlabs/aiden852—~1.2kAutomated safety check: PassApache-2.0
Arxiv MCP Serverblazickjp/arxiv-mcp-server3.2k—~353Automated safety check: PassApache-2.0
Arxiv Paper Writerappautomaton/latex-arxiv-SKILL458—~2.3kAutomated safety check: PassMIT
Arxiv Paper Writeryunshenwuchuxun/latex-paper-skills267—~3.2kAutomated safety check: PassMIT
Paper OrchestraAr9av/PaperOrchestra6791 repos~3.5kAutomated safety check: PassCustom licence
Section Writing AgentAr9av/PaperOrchestra6791 repos~3.3kAutomated safety check: PassCustom licence

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Works with

Questions about Research Paper Writing

What does Research Paper Writing do?

Pipeline for ML/AI research papers — lit review to LaTeX submission. Research Paper Writing is an agent skill from taracodlabs/aiden.

When should I use Research Paper Writing?

Research Paper Writing fits situations like: tasks that involve LaTeX; tasks that involve Literature review.

How do I install Research Paper Writing in Claude Code?

Run `npx skills add taracodlabs/aiden --skill research-paper-writing -a claude-code`. Or copy the skill folder (skills/research-paper-writing in taracodlabs/aiden) into .claude/skills/research-paper-writing in your project. Claude Code loads it when a task matches its description.

How do I install Research Paper Writing in Codex?

Run `npx skills add taracodlabs/aiden --skill research-paper-writing -a codex`. Or copy the skill folder (skills/research-paper-writing in taracodlabs/aiden) into .agents/skills/research-paper-writing in your project. Codex loads it when a task matches its description.

Can I use Research Paper Writing in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add taracodlabs/aiden --skill research-paper-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-paper-writing, .gemini/skills/research-paper-writing, .github/skills/research-paper-writing and .opencode/skills/research-paper-writing in your project.

What does Research Paper Writing need to run?

SKILL.md names no scripts, command-line tools or credentials: Research Paper Writing is instructions for the agent only. Our summary lists: Python 3.

Does Research Paper Writing access the network?

SKILL.md names 2 domains. In commands or code: api.semanticscholar.org and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Research Paper Writing safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Research Paper Writing use?

Research Paper Writing is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Research Paper Writing use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Research Paper Writing?

Skills that share tags, products or a category with Research Paper Writing: Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars), Arxiv Paper Writer (appautomaton/latex-arxiv-SKILL, 458 stars), Arxiv Paper Writer (yunshenwuchuxun/latex-paper-skills, 267 stars) and Paper Orchestra (Ar9av/PaperOrchestra, 679 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Paper Writing?

taracodlabs (a GitHub organization) maintains it in taracodlabs/aiden, which has 852 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on September 13, 2026.

Source: taracodlabs/aiden on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.