agentmods.dev

academic-paper-composer

academic-paper-composer is a skill for Claude Code, Codex from Natsummerance/readMD. It costs 0 tokens per session (5,757 once invoked), scanned A, a copy of academic-paper-composer, MIT.

A structured framework for turning a detailed outline into a complete academic paper, including quality checks during writing. Academic papers are formal research documents prepared for study or publication.

In plain words
What is it for?
Use it to write a full paper from an optimized outline, review chapters as they are written, and prepare a submission-ready manuscript.
Why use it?
It helps maintain consistency and quality across chapters instead of treating the manuscript as one unstructured writing task.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 26repo 29d ago A scan 0 tokens copy · 100% MIT

Good fit Use it to write a full paper from an optimized outline, review chapters as they are written, and prepare a submission-ready manuscript.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/natsummerance/readmd/composer
View source ↗ Natsummerance/readMD readmd.asia
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 Natsummerance/readMD --skill composer
Clone the repo
git clone --depth 1 https://github.com/Natsummerance/readMD

Made for: Claude Code, Codex.

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 academic-paper-composer

README.md
[![agentmods](https://agentmods.dev/badge/skills/natsummerance/readmd/composer/github.svg)](https://agentmods.dev/skills/natsummerance/readmd/composer)
Your own site
<a href="https://agentmods.dev/skills/natsummerance/readmd/composer"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/composer/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 academic-paper-composer

Your own site · 80×15
<a href="https://agentmods.dev/skills/natsummerance/readmd/composer"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/composer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,757 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 100% copy Near-identical to another mod 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 $0.00000 $0.05757
Opus 5.5 $0.00000 $0.02303
Sonnet 5.5 $0.00000 $0.01151
Haiku 4.5 $0.00000 $0.00576

Measured 2mo ago against content hash 9cd2b41aa8bf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

academic-paper-composer 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 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/chapter_quality_check.py, scripts/final_evaluation.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Origin

This is a copy

100% identical to academic-paper-composer — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

assets/upstream/lishix520-academic-paper-skills/c325557646e9418939ccc7b99171b149ad6314f1/composer/SKILL.md · 841 lines

How it starts

The opening of the file, as written. The whole thing — 841 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Academic Paper Composer

Overview

This skill provides a systematic framework for writing academic papers from optimized outline to submission-ready manuscript. It implements iterative quality control at both chapter-level and paper-level, ensuring consistent high quality throughout the writing process.

Input: Detailed, optimized paper outline (from academic-paper-strategist or equivalent)

Output: Complete, submission-ready manuscript with quality validation reports

Prerequisite: Use academic-paper-strategist skill first to create optimized outline (or provide equivalent detailed outline)

When to Use This Skill

Use academic-paper-composer when you need to:

Writing Stage:

  • Execute a detailed paper outline systematically
  • Write a complete academic paper chapter-by-chapter
  • Maintain quality control during writing process
  • Ensure consistency across all sections

Quality Assurance Stage:

  • Validate each chapter before proceeding
  • Check cross-chapter coherence
  • Perform final quality assessment
  • Verify submission readiness

Submission Preparation Stage:

  • Prepare manuscript for platform submission
  • Complete platform-specific checklists
  • Generate final submission package

Triggers:

  • "Write the paper from this outline"
  • "Compose the full manuscript"
  • "Execute the outline systematically"
  • "I have an outline, help me write the paper"
  • After completing academic-paper-strategist skill

Workflow Overview

Phase 4: SYSTEMATIC WRITING (Chapter-by-Chapter + Quality Gates)
    ↓
Phase 5: QUALITY CONTROL (Final Validation + Submission Prep)
    ↓
Output: Submission-Ready Manuscript + Quality Reports

Quality Gates: After each chapter + final paper evaluation

Required Input

Before using this skill, you must provide:

1. Optimized Detailed Outline

Required structure:

## Abstract (250-300 words)
- [Key points to cover]

## 1. Introduction (1,500 words)
### 1.1 Opening Puzzle (400 words)
- [Content guidance]
### 1.2 Literature Review (600 words)
- [Theories to discuss]
### 1.3 This Paper's Contribution (500 words)
- [Specific claims]

## 2. [Main Chapter Title] (1,200 words)
### 2.1 [Section] (400 words)
- [Argument structure]
- [Key citations]
...

[Complete structure with word counts and content guidance]

Read the full file on GitHub · 841 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 841 lines · 0 tokens per session scan A 9cd2b41aa8bf

Subscribe to this mod's changes

academic-paper-composer is a skill published in the GitHub repository Natsummerance/readMD (26 stars, last pushed 29d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 5,757 tokens. A static security scan graded it A with 0 findings. It is 100% identical to academic-paper-composer, differing in 0 lines, and is treated as a copy.

LaTeXScientificWriting and docsbibtexcross-platformdesktop-appkylinoslinux
Related

academic-paper-composer compared with skills from other repositories

academic-paper-composer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
academic-paper-composerNatsummerance/readMDSkill2629d agoMITA0Claude Code, Codex
template-search-projectdocxology/templateSkill23todayApache-2.0A35Claude Code, Codex
academic-figureXYD-GIS/paper-toolkitsSkill134mo agoMITA215Claude Code
academic-responseXYD-GIS/paper-toolkitsSkill134mo agoMITA163Claude Code
academic-writingXYD-GIS/paper-toolkitsSkill134mo agoMITA138Claude Code
awesome-ieee-reportEnesDemir143/awesome-ieee-reportSkill66mo agoMITA41Claude Code, Codex
latexLuuOW/meridian-mcpSkill024d agoMITA50Claude Code, Codex