skill-evaluation
Skill Evaluation
Evaluate skills as operational procedures. A good research skill changes future agent behavior on realistic tasks and leaves inspectable artifacts.
Read First
references/skill-evaluation-policy.mdreferences/external-skill-recommendations.md
Workflow
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.
14repo-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.
13citation-claim-audit
Use when verifying citations, bibliography, manuscript claims, source support, factual accuracy, numerical results, citation drift, or evidence provenance in academic work.
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