research-ui-prototyping
Research UI Prototyping
Research UIs are working tools, not landing pages. Favor dense, inspectable, task-focused interfaces that expose evidence and uncertainty.
Read First
references/repository-contract.mdreferences/output-contracts.md
When To Use
- dashboard for experiment metrics
- source or paper browser
- annotation or coding interface
- SOTA matrix explorer
- reproducibility report viewer
- demo for a method or dataset
More from vincenzoimp/academic-research-skills
source-ingestion
Use when adding, reading, registering, or organizing research sources such as PDFs, arXiv papers, Zotero items, proposals, datasets, reports, archives, web pages, BibTeX, or source metadata.
14skill-evaluation
Use when testing, reviewing, pressure-testing, refining, packaging, or validating agent skills for academic research workflows before installing or relying on them.
13repo-migration
Use when migrating messy academic research repositories, downloaded archives, proposal folders, ad hoc notebooks, scripts, datasets, or paper assets into the standard research project structure.
13ethics-data-governance
Use when academic research involves human subjects, public web data, platform scraping, illicit markets, sensitive content, privacy risk, dataset sharing, consent, IRB, licenses, or data retention.
13adversarial-peer-review
Use when reviewing academic papers, proposals, experiments, claims, related work, novelty, methodology, or manuscripts as a severe but fair peer reviewer before submission.
13research-project-router
Use when an academic research repository task could involve research design, sources, conversion, bibliography, SOTA, reviews, ethics, experiments, papers, reproduction, MCP tools, or project maintenance and the correct workflow is not obvious.
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