/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
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill composer --agent claude-codeHow 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.mdname: 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
Read more
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
📌 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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