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Every scanned point with the score it earned and what moved between them.
Aggregate score unchanged between these scans.
The primary manifest — the file an agent reads to learn what this artifact does.
China Industrial Economics Skills
<p align="center"> <img src="assets/cover.svg" alt="《中国工业经济》 journal cover" width="220"> </p>
English | 简体中文
Agent skill stack for manuscripts targeted at 《中国工业经济》 (China Industrial Economics) — the flagship journal of the CASS Institute of Industrial Economics and a top CSSCI journal for industrial organization, firm behavior, innovation, regional and digital economy (monthly; ISSN 1006-480X; CN 11-3536/F).
This repository is opinionated. It is not a generic empirics toolbox. It is a China-Industrial-Economics-specific stack built around the journal's defining bar: empirical engineering — clean China-policy quasi-experiments, an exhaustive robustness "arms race," mechanism + heterogeneity with economic interpretation, and ACTIONABLE industrial policy. Its motto is 理论顶天，实践立地 ("theory reaching the sky, practice grounded in earth").
The journal is famous for publishing its own methodological-norm guides — most notably Jiang (2022), CIE 2022:5, on mediation/moderation — which is why this stack treats the three-step mediation method as suspect.
Verified journal facts live in resources/journal-profile.md with source links.
Why a Separate Stack?
《中国工业经济》 imposes constraints that differ from sibling economics journals (经济研究 / 管理世界 / 金融研究 / 世界经济):
| Constraint | China Industrial Economics | Implication |
|---|---|---|
| Profile | Empirical engineering (实证工程化) | Pure-theory or single-table empirics off-fit |
| Identification | Multi-period DID / event study | TWFE on staggered timing without heterogeneity-robust estimators = desk reject |
| Mechanism | Split-channel / moderation | Three-step mediation is suspect (Jiang 2022) |
| Heterogeneity | Multi-dimensional + economic meaning | "East/central/west" alone is too thin |
| Robustness | The arms race — done in full | A thin robustness section gets returned |
| Tables | Economic-magnitude interpretation | Reporting only significance stars is not enough |
| Policy | Actionable: who, which node, what | Differs from 经济研究's significance-level implications |
| Abstract | 450–500 chars, 3–5 keywords | Lead with the contribution |
| Notes | Footnotes (页下注) + 实引 references | Endnotes / in-text-only citations off-style |
| Reproducibility | Data + code on acceptance | Have them ready before submitting |
The Thirteen Skills
| Skill | Role |
|---|---|
cie-workflow | Router — which skill next; cross-refs sibling journal packages |
cie-fit-positioning | Is this on-target? Re-route if theory-heavy / management / finance / trade |
cie-topic-selection | Policy quasi-experiment / firm behavior / IO / digital economy + 3–5 contributions |
cie-literature-review | Gap-driven 述评, not a citation pile |
cie-institutional-background | Accurate policy detail, pilot lists, timing |
cie-did-identification | Multi-period DID / event study; parallel trends + placebo + heterogeneity-robust estimators (mandatory) |
cie-mechanism | Split-channel / moderation; cautious with three-step mediation |
cie-heterogeneity | Multi-dimensional cuts with economic interpretation |
cie-robustness | The signature robustness arms race |
cie-tables-figures | Three-line tables + economic-magnitude reading after every key table |
cie-policy-implication | Actionable: who, at which node, does what |
cie-submission | Preflight: footnotes, 实引, online system, data/code, anonymity |
cie-rebuttal | External-review / R&R response letter |
Quick Start
Option A — Claude Code Plugin
/plugin marketplace add https://github.com/brycewang-stanford/awesome-journal-skills
/plugin install china-industrial-economics-skills
/reload-pluginsOption B — Manual Copy
mkdir -p ~/.claude/skills && cp -R skills/cie-* ~/.claude/skills/
# or
mkdir -p ~/.codex/skills && cp -R skills/cie-* ~/.codex/skills/Editorial policy evolves. Treat these skills as opinionated heuristics, not official policy — always confirm against the journal's latest 投稿（修改）指南 at ciejournal.ajcass.com.