JPA/Hibernate patterns and common pitfalls (N+1, lazy loading, transactions, queries).
Use when starting or orienting any Journal of Policy Analysis and Management (JPAM) manuscript and you need the entry point.
Use when deciding which jpe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a…
Database schema design, migrations, query optimization with SQL, Exposed ORM, Flyway.
End-to-end workflow for taking MCP work items from backlog to merged PR.
This skill SHOULD be used when the user asks to "get the version from package.json", "what dependencies are in this project", "extract…
Standardizes and audits econometric modeling for Journal of Quantitative and Technological Economics (JQTE) manuscripts.
Standardizes out-of-sample econometric forecasting and prediction evaluation for Journal of Quantitative and Technological Economics…
Standardizes Input-Output, CGE, and structural decomposition modeling setups for rigorous academic publication in quantitative economics.
Evaluates manuscript alignment with the Journal of Quantitative and Technological Economics (JQTE) and reframes contributions between…
Crafts quantitative, evidence-grounded policy and practice recommendations for submissions to the Journal of Quantitative & Technological…
Enforces transparent, reproducible estimation of TFP, DEA, SFA, and composite indices aligned with JQTE journal standards.
Structures point-by-point rebuttal letters and addresses methodological critiques for manuscripts submitted to 《数量经济技术经济研究》 (JQTE).
Designs and reports domain-specific sensitivity and robustness checks for quantitative economics, forecasting, and measurement manuscripts…
Refines and sharpens quantitative economics research topics to meet publication standards for the Journal of Quantitative and…
when asking to check ui or tests automation in browser
Audit JS/TS project code for signs of infection, malware, backdoors, or supply-chain attacks.
Facilitates professional JavaScript reverse engineering and security research through automated browser observation and runtime analysis.
Use this skill to analyze underspecified requests through a short interview and surface missing tradeoffs, assumptions, and approval gates…
Generate self-contained HTML explainers for systems, diffs, plans, or data with clearer visual presentation than plain text.
Write, insert, or update Effect public API JSDoc so it satisfies the jsdocs oxlint rule.