Management Research Skills

Practical Codex & Claude workflows for management research: idea development, literature work, data cleaning, SPSS/Stata/Python analysis, qualitative coding, mixed methods, journal figures, writing, and review.

面向管理学科研的实用型 Codex / Claude 科研工作台：覆盖 idea 打磨、文献整理、数据清洗、SPSS/Stata/Python 分析、定性编码、混合方法、期刊图表、论文写作与审稿自查。

MGMT-Paper-Skills turns recurring research work into reviewable workflows. It does not promise automatic papers or guaranteed publication. It helps researchers make the ordinary but demanding parts of scholarship more structured, reproducible, and easier to audit.

管研智序 Skills 的核心是“把研究做成有序流程”。它不替代学者判断，也不承诺一键顶刊；它把管理学科研中反复出现的工作沉淀成可安装、可复用、可检查的 skills、模板和本地 MCP 适配器。

Why It Is Useful / 为什么值得收藏

English	中文
Covers the full research pipeline from idea to review.	覆盖从选题、文献、数据、分析、图表、写作到审稿自查的完整链条。
Designed for management research, not generic note-taking.	面向管理学、组织、战略、IS、营销、金融与运营研究，不是泛泛笔记工具。
Bridges local Python, Stata, and SPSS through a scoped MCP adapter.	通过有边界的 MCP 适配器串联本地 Python、Stata 与 SPSS。
Supports quantitative, qualitative, and mixed-methods workflows.	同时覆盖定量、定性与混合方法。
Includes UTD 24 journal figure profiles and publication checks.	内置 UTD 24 本期刊图表 profile 与投稿质量门。
Keeps the scholar in the loop.	强调研究者主导，不伪造数据、引用或结论。

Quick Start / 快速开始

Dry run first / 先预演安装：

./install.sh --dry-run --with-dev

Install / 正式安装：

./install.sh --with-dev

Validate / 验证：

python3 scripts/validate_workspace.py --run-tests
python3 scripts/validate_workspace.py --strict-release

The installer symlinks all skills into ~/.codex/skills and ~/.claude/skills, installs MCP modules in editable mode, generates build/mcp/claude_desktop_config.generated.json, and runs the workspace validator.

安装脚本会把所有 skills 链接到 ~/.codex/skills 与 ~/.claude/skills，安装 MCP 模块，生成 MCP 配置片段，并运行项目校验。

Modules / 模块

Name	Package	Purpose
MGMT - Paper - Writing	mgmt-paper-writing	Chinese economics/management writing scaffolds, abstracts, introductions, results, and referee responses.
MGMT - Paper - Manuscript Package	mgmt-paper-manuscript-package	Manuscript material inventory, structure defense, chapter drafting, integrated revision, and presubmission package assembly.
MGMT - Paper - Project Management	mgmt-paper-project-management	Paper project boards, milestones, weekly plans, risk registers, collaboration tasks, and version-freeze checklists.
MGMT - Paper - Reviewer Simulation	mgmt-paper-reviewer-simulation	Strict top-journal reviewer simulation with editor decision, reviewer reports, fatal risks, and revision strategy.
MGMT - Paper - Style Benchmark	mgmt-paper-style-benchmark	Top-journal style benchmarking for language, structure, paragraphs, formatting, figures, and submission polish.
MGMT - Paper - Grants	mgmt-paper-grants	General grant proposal workflows for domestic and international funding applications.
MGMT - Paper - NSFC	mgmt-paper-nsfc	NSFC-specific proposal writing, budget, structure, and reviewer-risk checks.
MGMT - Paper - Causal Methods	mgmt-paper-causal-methods	DiD, IV, RDD, PSM, synthetic control methods with Stata/R/Python notes.
MGMT - Paper - Data Cleaning	mgmt-paper-data-cleaning	CSMAR data cleaning conventions and Stata/R/Python starter code.
MGMT - Paper - Publication Figures	mgmt-paper-publication-figures	Chinese-journal figure and table conventions with matplotlib templates.
MGMT - Paper - Charts	mgmt-paper-charts	Economics/finance/management chart recipes across Stata, R, and Python.
MGMT - Paper - Tables	mgmt-paper-tables	Regression table conventions and templates across Stata, R, and Python.
MGMT - Paper - SPSS	mgmt-paper-spss	SPSS syntax templates for survey, experiment, reliability, EFA, regression, mediation, moderation, and logistic models.
MGMT - Paper - Journal Figures	mgmt-paper-journal-figures	UTD 24, Nature-style, and Chinese-journal figure quality gates and templates.
MGMT - Paper - Qualitative	mgmt-paper-qualitative	Gioia, grounded theory, thematic analysis, interviews, codebooks, and NVivo/MAXQDA/ATLAS.ti workflows.
MGMT - Paper - Mixed Methods	mgmt-paper-mixed-methods	Joint displays, qual-to-quant hypothesis building, quant-to-qual mechanism interpretation, and idea-to-story-to-paper workflows.
MGMT - Paper - Diagrams	mgmt-paper-diagrams	Research workflow diagrams, DAGs, PRISMA, hypothesis trees, and GraphML export.
MGMT - Paper - Local Analysis MCP	mgmt-paper-local-analysis-mcp	Safety-scoped MCP bridge for Python, Stata, SPSS, runtime detection, audit logs, and figure rendering.
MGMT - Paper - NSFC MCP	mgmt-paper-nsfc-mcp	MCP server for NSFC public project data.
MGMT - Paper - CN Academic Search MCP	mgmt-paper-cn-academic-search-mcp	MCP adapter for CNKI/Wanfang/CQVIP-style academic search providers.
MGMT - Paper - CN Finance Data MCP	mgmt-paper-cn-finance-data-mcp	MCP adapter for Wind/iFinD/Choice/Tushare-style Chinese finance data providers.
MGMT - Paper - Research Visuals MCP	mgmt-paper-research-visuals-mcp	MCP adapter for academic concept visuals, graphical abstracts, and research diagrams.

Demo / 端到端示例

examples/end-to-end-management-study/ shows a complete toy workflow:

examples/end-to-end-management-study/ 提供一个完整的管理学研究演示：

1. survey CSV → SPSS reliability/EFA/regression syntax;
2. Python journal-style figure generation;
3. NVivo/MAXQDA/ATLAS.ti-style interview export cleaning;
4. mixed-methods joint inference;
5. paper-ready results paragraph;
6. presubmission package, reviewer simulation, style benchmark, and project-management handoff.

Product Pages / 产品说明页

• English: docs/product.en.md
• 中文：docs/product.zh-CN.md
• GitHub Pages entry: docs/index.md

Local Execution Safety / 本地执行安全

mgmt-paper-local-analysis-mcp refuses to execute files outside LOCAL_ANALYSIS_ALLOW_ROOTS.

mgmt-paper-local-analysis-mcp 默认拒绝执行允许目录之外的脚本、工作目录和图表输出。

export LOCAL_ANALYSIS_ALLOW_ROOTS="/path/to/your/research/project"
export LOCAL_ANALYSIS_AUDIT_LOG="/path/to/your/research/project/local-analysis-audit.jsonl"

Use dry_run=true before running unfamiliar scripts.

运行陌生脚本前，先使用 dry_run=true。

Repository Naming / 仓库命名

Recommended GitHub repository name:

推荐 GitHub 仓库名：

MGMT-Paper-Skills

Alternative names:

• mgmt-paper-workflows
• mgmt-paper-agent
• mgmt-paper-studio

Chinese product name:

管研智序 Skills

“管研智序”强调把管理学研究流程理顺，比“神器”“顶刊工厂”更专业，也更容易被严肃学者接受。

Roadmap / 路线图

• Monorepo release structure.
• One-command installer.
• Local Python/Stata/SPSS MCP bridge with allowlist and audit log.
• SPSS, qualitative, and mixed-methods skills.
• Manuscript package, project management, reviewer simulation, and style benchmark skills.
• UTD 24 journal figure profiles.
• End-to-end management study demo.
• More real journal LaTeX/Word style packs.
• More public-data connectors for management research.
• Optional GitHub Pages demo site with walkthrough images.

Boundaries / 边界

This project does not fabricate citations, datasets, empirical results, or scholarly claims. It helps researchers organize and check work that remains their responsibility.

本项目不伪造引用、数据、实证结果或学术主张。它负责辅助流程化、复现和检查；研究判断仍由研究者承担。