Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

ceq-topic-selection

Use when shaping or sharpening a 《经济学(季刊)》 (China Economic Quarterly, CEQ) research question — turning data/correlation into a clean causal, model-able, internationally-legible topic that a field economist can recognize as a contribution. Use before literature review and identification.

805 repo starsObserved in 2 repos
Research

cfe-identification

Use when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl. staggered, IV, RDD, DML, PSM, event study). Stress-tests the design before drafting tables.

805 repo starsObserved in 2 repos
Research

cfe-mechanism

Use when designing or writing mechanism analyses for a Journal-of-Finance-and-Economics (《财经研究》) empirical manuscript — mechanism tests are near-mandatory for the journal's empirical submissions. 使用时机:主回归已稳健但机制缺位、中介效应只跑了 Sobel 检验、审稿人追问"为什么会有这个效应"、或机制小节需要按本刊惯例独立成节并排除竞争性解释时。Covers 路径 A/B/C 的选择、时间一致性与可证伪性三原则、机制表呈现惯例与解读句改写。

805 repo starsObserved in 2 repos
Research

chi-experiments

Use when designing or auditing the studies behind an ACM CHI paper — matching evidence shape to contribution type, powering quantitative experiments, making qualitative work rigorous and auditable, reporting participants and ethics properly, and avoiding the ADR-Data and ADR-Method screening grounds.

805 repo starsObserved in 2 repos
Research

chi-reproducibility

Use when strengthening research transparency for an ACM CHI paper — protocols, instruments, codebooks, analysis scripts, preregistration, and data availability under human-subjects constraints — so methods survive the ADR-Method screening and others can actually build on the work.

805 repo starsObserved in 2 repos
Research

chinese-public-administration

Use when targeting 《中国行政管理》(Chinese Public Administration — 国务院办公厅主管、中国行政管理学会主办, 不收版面费/审稿费) or deciding whether a Chinese public-administration/governance manuscript fits this journal. Encodes the journal's fit, framing, fee-free policy and review timeline, house style, official-submission re-check, and desk-reject heuristics.

805 repo starsObserved in 2 repos
Research

ci-review-process

Use to understand how Critical Inquiry (CI) evaluates a submission — peer review plus close reading by the editors-in-chief in consultation with the editorial team, the no-simultaneous-submission rule, the commissioned/special-issue routes, and the high ambition bar that defines the journal. Sets expectations and shapes the essay to survive review; it does not contact editors.

805 repo starsObserved in 2 repos
Research

cie-did-identification

Use when the identification strategy for a 《中国工业经济》 (China Industrial Economics) manuscript is multi-period / staggered DID or an event study. Mandates parallel-trends event-study plots, placebo tests, and modern heterogeneity-robust estimators (Callaway-Sant'Anna, Sun-Abraham, de Chaisemartin-D'Haultfœuille, Goodman-Bacon decomposition) whenever treatment timing varies.

805 repo starsObserved in 2 repos
Research

cie-fit-positioning

Use to judge whether a manuscript fits 《中国工业经济》 (China Industrial Economics) before drafting, and to re-route if it is theory-heavy (→经济研究 / 经济学季刊), management/case/survey (→管理世界), finance-mechanism (→金融研究), or trade/open-macro (→世界经济). The journal wants empirical engineering, not pure theory or practice notes.

805 repo starsObserved in 2 repos
Research

cie-literature-review

Use when the literature section of a 《中国工业经济》 (China Industrial Economics) manuscript is a citation pile instead of a critical review that locates the gap. Enforces gap-driven 文献述评 (not 罗列), recent-five-year frontier coverage, and a clean separation between literature review and theory analysis.

805 repo starsObserved in 2 repos
Research