research_idea.write_draft_paper

research_idea.write_draft_paper is a skill for Claude Code from gpsaggese/helpers. It costs 9 tokens per session (1,023 once invoked), scanned A, original, Apache-2.0.

A workflow for turning a research idea into a full draft of a conference paper, using an existing paper template and project examples. A conference paper is a formal report of research written for a scientific meeting.

In plain words
What is it for?
Use it to create a paper directory, copy required template materials, write the draft, and build it with the project's Makefile.
Why use it?
It gives an early idea a consistent paper structure and prepares its files, references, figures, and build setup.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; reads .claude/ paths.

Good fit Use it to create a paper directory, copy required template materials, write the draft, and build it with the project's Makefile.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gpsaggese/helpers/research_idea.write_draft_paper
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add gpsaggese/helpers --skill research_idea.write_draft_paper
Clone the repo
git clone --depth 1 https://github.com/gpsaggese/helpers

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for research_idea.write_draft_paper

README.md
[![agentmods](https://agentmods.dev/badge/skills/gpsaggese/helpers/research_idea.write_draft_paper/github.svg)](https://agentmods.dev/skills/gpsaggese/helpers/research_idea.write_draft_paper)
Your own site
<a href="https://agentmods.dev/skills/gpsaggese/helpers/research_idea.write_draft_paper"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/research_idea.write_draft_paper/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for research_idea.write_draft_paper

Your own site · 80×15
<a href="https://agentmods.dev/skills/gpsaggese/helpers/research_idea.write_draft_paper"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/research_idea.write_draft_paper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 9 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,023 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00009 $0.01023
Opus 5.5 $0.00004 $0.00409
Sonnet 5.5 $0.00002 $0.00205
Haiku 4.5 $0.00001 $0.00102

Measured yesterday against content hash 6e8ae4b3c50f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

research_idea.write_draft_paper scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/research_idea.write_draft_paper/SKILL.md · 87 lines

How it starts

The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Goal

  • Given a research idea, write a full conference paper draft using the template in papers/template/

Workflow

Read the Inputs

  • Read the research idea passed by the user (a file under research/ideas/*.md, or idea text pasted directly)
  • Read the paper template papers/template/paper.md, including the comment block at the top, for usage and section structure
  • Read an existing paper for style and depth, e.g. papers/Optimal_strategy_for_racket_sports/paper.md

Set Up the Paper Directory

  • Derive a short Title_Case name for the paper from the idea (e.g. RL_for_Automated_EDA); ask the user if the idea does not suggest an obvious name
  • Create papers/<Paper_Name>/ if it does not exist
  • Link Makefile to papers/template/Makefile with a symlink, so all the paper dirs stay in sync, e.g., ln -s ../template/Makefile papers/<Paper_Name>/Makefile
    • Do not copy or edit it for a single paper
  • Copy references.bib, ieee-template.typ, and figures/ from papers/template/ into the new directory
  • Do not copy run_latex.sh, lint_latex.sh, or template.pdf: they are obsolete or build outputs
    • Build with make, which runs run_latex.py for LaTeX and render_images.py for diagrams
    • Lint with lint_text.py -i <file> --use_dockerized_prettier
  • If the paper is written in LaTeX instead of Markdown, also copy paper.tex and keep the \input{papers/template/style.tex} line in it, shared by all papers
  • Do not overwrite an existing paper.md without confirming with the user
  • Say in the file paper.md how it was generated, with this comment at the top of the file:
    <!-- Generated by `.claude/skills/research_idea.write_draft_paper/SKILL.md` -->
    

Write paper.md

  • Fill in every <...> placeholder with content derived from the idea: title, author(s) (the assignee(s) listed in research/ideas/README.md for this idea, plus GP Saggese), abstract, keywords, and all body sections
  • Keep the template's section structure (Introduction, Related Work, Problem Formulation, core methodology, Discussion/Limitations, Conclusion); add, remove, or rename sections only where the template allows
  • Turn the idea's Core Idea, Formalization, Key Examples, and Research Topics into the Introduction and Problem Formulation sections
  • Turn the idea's Questions and Next steps into Discussion/Limitations and Conclusion/Future Work material
  • State plainly, per the template, what has not been validated (e.g. no computational implementation or empirical evaluation) instead of fabricating results the idea does not support
  • Delete the template's guidance bullets and HTML comment once replaced with real content

Read the full file on GitHub · 87 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 87 lines · 9 tokens per session scan A 6e8ae4b3c50f

Subscribe to this mod's changes

research_idea.write_draft_paper is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 9 tokens to every session and 1,023 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-06.

Related

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