Design and review persistence boundaries and data-access abstractions in backend systems.
Two-tier strategy for retroactively writing unit tests for a Drizzle-based repository module that has zero or sparse coverage.
Machine-readable journal format for reproducible data analysis operations
This skill covers reproducible research pipelines and replication packages.
Android native application development and UI design guide.
To author, update, and validate functional/non-functional requirements as atomic units with user approval.
User stories, acceptance criteria, PRDs, and requirements documentation patterns.
Verify every PRD functional requirement is implemented in the branch diff — map each FR to code/spec evidence or flag it MISSING/PARTIAL
Systematically evaluates claims by triangulating sources, rating evidence quality (primary/secondary/tertiary), assessing source…
Deep codebase exploration with multi-angle analysis for Codex agents.
Use when defending the research design of a Governance: An International Journal of Policy, Administration, and Institutions manuscript…
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a…
Guides researchers through structured ideation frameworks to discover high-impact research directions.
Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel.
Search and analyze research papers, find related work, summarize key ideas.
Orchestrates multi-source data collection and cross-validation to generate comprehensive, automated research reports.
Use when orchestrating research — pulse, litreview, dossier, and grants.
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`.
Transforms verified industry, technical, and market research evidence into rigorous, reader-focused Chinese analytical reports.
Use only when the current decision changes which scientific question, hypothesis, project direction, experimental program, or portfolio…
Structured research summarization agent skill for non-dev users.