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/composer

Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across

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auto-empirical-research-skills
4.9k200 skills

Claude Code

$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill composer --agent claude-code

SKILL.md

composer.SKILL.md
name: academic-paper-composer
description: 'Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across chapters, (4) prepare a submission-ready manuscript, or (5) systematically execute a planned paper. Triggered by phrases like ''write the paper from this outline,'' ''compose the full manuscript,'' ''execute the outline,'' or when users have completed strategic planning (academic-paper-strategist skill) and are ready to write. Takes optimized outline as input; outputs complete manuscript with iterative quality checks.'

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档,收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

来源仓库: https://github.com/lishix520/academic-paper-skills 项目名称: academic-paper-skills 开源协议: MIT License 收录日期: 2026-04-02

声明: 本文件版权归原作者所有。此处收录旨在为社会科学实证研究者 提供 AI Agent Skills 的集中参考。如有侵权,请联系删除。 -->

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]

**Quality check**: Outline should specify:

  • ✓ Chapter titles and word counts
  • ✓ Subsection structure (to 3rd level)
  • ✓ Content guidance for each section
  • ✓ Key citations to include
  • ✓ Argument structure notes

If outline lacks these, consider using **academic-paper-strategist** first.

2. Platform Writing Standards Guide

**From academic-paper-strategist Phase 1**, or equivalent document specifying:

  • Platform style patterns (voice, terminology, citation format)
  • Structural conventions
  • Example papers for reference

3. Literature Base (Optional but Recommended)

  • List of core papers to cite
  • Research gap analysis
  • Key concepts to emphasize

---

Phase 4: Systematic Writing

Goal

Write complete manuscript chapter-by-chapter with iterative quality control.

Workflow

Step 4.1: Writing Environment Setup

Before writing, I will:

1. **Verify outline completeness**:

  • All chapters specified with word counts
  • Content guidance provided
  • Argument structure clear

2. **Load reference documents**:

  • Platform writing standards
  • Section writing guides (`references/section_guides.md`)
  • Quality standards (`references/writing_standards.md`)

3. **Create writing tracker**:

   # Writing Progress Tracker
   - [ ] Abstract (250 words)
   - [ ] Chapter 1: Introduction (1,500 words)
   - [ ] Chapter 2: [Title] (1,200 words)
   ...
   - [ ] Conclusion (1,000 words)
   - [ ] References

**Decision Point 1**: Confirm outline and standards loaded, ready to begin writing.

Step 4.2: Chapter-by-Chapter Writing

**For each chapter, I will follow this sequence**:

A. Pre-Writing Review

Before writing chapter N: 1. **Review outline specification** for this chapter:

  • Word count target
  • Subsection structure
  • Content guidance
  • Key arguments/citations

2. **Review previous chapter** (if N>1):

  • Last paragraph of chapter N-1
  • Key concepts introduced
  • Promises to fulfill

3. **Check section guide**:

  • Load appropriate template from `references/section_guides.md`
  • Review quality markers for this section type

B. Writing Execution

I will write the chapter following:

**Content principles**:

  • **Follow outline exactly**: Respect structure and word counts
  • **Include specified citations**: Use literature from outline
  • **Maintain platform style**: Match voice and terminology
  • **Use section templates**: Follow appr
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Questions about composer.

Which coding agents can use composer?
composer installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.