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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

From plugin
auto-empirical-research-skills
3.3k200 skills146 agents
Install
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill composer --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/composer

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

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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Ships withauto-empirical-research-skills

📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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