pipeline
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest +…
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.
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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
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.'
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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
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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)
---
Use **academic-paper-composer** when you need to:
**Writing Stage**:
**Quality Assurance Stage**:
**Submission Preparation Stage**:
**Triggers**:
---
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
---
Before using this skill, you must provide:
**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:
If outline lacks these, consider using **academic-paper-strategist** first.
**From academic-paper-strategist Phase 1**, or equivalent document specifying:
---
Write complete manuscript chapter-by-chapter with iterative quality control.
Before writing, I will:
1. **Verify outline completeness**:
2. **Load reference documents**:
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.
**For each chapter, I will follow this sequence**:
Before writing chapter N: 1. **Review outline specification** for this chapter:
2. **Review previous chapter** (if N>1):
3. **Check section guide**:
I will write the chapter following:
**Content principles**:
📌 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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