Skill UI

This playbook provides expert-level techniques for exploiting common infrastructure services that are exposed without proper authentication. Coverage includes Redis RCE, Rsync data theft, PHP-FPM code execution, AJP file reads, and MongoDB/Hadoop vulnerabilities. Essential for deep penetration testing and security auditing.

This comprehensive guide details the complete Test-Driven Development (TDD) workflow for Spring Boot applications. It covers best practices for writing unit tests (JUnit 5, Mockito), web layer tests (MockMvc), integration tests (SpringBootTest), and persistence tests (DataJpaTest). It also instructs how to use Testcontainers for realistic database simulations and achieve high code coverage with JaCoCo, ensuring robust and maintainable codebases.

This guide details the rigorous data analysis and reporting standards required for top-tier academic journals, such as AJPS. It focuses intensely on reproducibility, ensuring that all results—from primary findings to exploratory models—are generated by a single, seeded master script. Key requirements include reporting uncertainty intervals, proving robustness, adhering to pre-registration discipline, and accommodating mandatory third-party code verification. Use this when conducting complex empirical research in social sciences or political science, needing to withstand intensive methodolo...

This guide provides detailed instructions for structuring the introduction of academic manuscripts, particularly for high-stakes, double-blind review journals. It teaches authors how to frame their research contribution by engaging a live, recognized academic debate, precisely locating the marginal intellectual gap, and strictly maintaining anonymity through third-person self-citation.

A comprehensive guide for authors submitting revisions to top-tier academic journals, such as AJPS. It details the strategy, structure, and specific constraints required for the response memorandum following a Revise & Resubmit (R&R) decision. The guide emphasizes addressing every reviewer comment, reconciling conflicting demands, maintaining double-blind anonymity, and ensuring all new analyses are fully reproducible for third-party verification.

Provides a detailed guide on the mandatory pre-publication replication and verification process for American Journal of Political Science (AJPS). It instructs authors on building a robust, reproducible package—including code, data, and documentation—that an independent third party can re-run to confirm all numerical findings match the main text before publication.

A comprehensive guide for strengthening the methodological rigor of academic manuscripts, particularly for high-stakes journals. It covers advanced techniques for causal identification (e.g., Difference-in-Differences, Instrumental Variables, Regression Discontinuity), pre-analysis planning, linking theory to empirical tests, and defending claims against skeptical reviewers. This skill focuses on methodological architecture, not code.

This guide details the multi-stage, rigorous review process for the American Journal of Political Science (AJPS). It covers the mechanics of double-blind screening, editorial fit assessment, expert peer review, and the unique, critical post-acceptance third-party verification step. It is designed to help authors anticipate and mitigate potential rejection issues by structuring and refining their manuscripts to meet top-tier academic standards.

A comprehensive final preflight guide for submitting manuscripts to the American Journal of Political Science (AJPS) via Editorial Manager. It covers strict requirements for double-blind review, including anonymization rules, word count limits, formatting (APSA/Chicago), Supporting Information caps, and human subjects documentation, ensuring the manuscript is ready before hitting submit.

This guide outlines the stringent standards for creating tables and figures (exhibits) for the American Journal of Political Science (AJPS). It emphasizes that exhibits must be self-contained, highly accessible, and, critically, regenerated exactly by deposited code for third-party verification. It provides best practices for structuring research results, managing word counts by differentiating between core arguments in the main text and supporting details in the Supporting Information (SI).

A comprehensive guide for structuring academic arguments, specifically tailored to the high theoretical standards of top-tier journals like AJPS. It helps researchers transform initial ideas into a rigorous framework, defining core mechanisms, stating directional and testable hypotheses before results, and establishing clear scope conditions for empirical, formal, or methodological papers.

This skill provides a rigorous framework for political scientists to pre-test their research projects against the standards of the American Journal of Political Science (AJPS). It evaluates whether a topic has a sharp, generalizable question, demonstrates strong causal identification, provides a substantive theoretical contribution, and fits the appropriate submission type (Article, Research Note, Correspondence). Use this before committing significant time to writing.