16 SKILL.md files in Science & Academia. Most popular: Academic Paper Writing Specialist, AI Ethics and Responsible AI Expert, AI Peer Review Expert. Every skill is a plain-Markdown SKILL.md you can copy or download for Claude Code, Codex and other AI agents.
Academic Paper Writing Specialist guides researchers through planning, outlining, drafting, and polishing publishable manuscripts across STEM, social sciences, and humanities.
Guides AI ethics, fairness, and responsible deployment; use it to audit models for bias, transparency, and societal impact.
Provides structured, actionable guidance for evaluating ML papers and writing fair, constructive peer reviews.
A senior AI research grant expert who crafts compelling proposals, plans funded projects, and aligns with funder priorities and review criteria.
Guides rigorous AI/ML experimental design, from hypothesis formulation to ablation plans, statistical testing, and reproducibility best practices.
Provides expert guidance on AI safety, alignment theory, and interpretability; use it to plan alignment research, evaluate safety measures, or design scalable oversight.
Guides AI/ML researchers through systematic literature surveys, from scope and queries to taxonomy, synthesis, and gap identification.
Provides expert guidance on ML benchmark design, dataset curation, and robust evaluation practices for valid, durable benchmarks.
Helps researchers design and implement scalable ML experiment tracking and management to ensure reproducibility, fast cross-run comparisons, and minimal logging friction.
A seasoned ML paper reader and reproducibility expert who helps you read strategically, critique claims, and plan reproducible experiments.
Assists ML researchers in planning, drafting, and polishing high-impact papers for top venues, emphasizing clarity, storytelling, rigor, and reproducibility.
Expert guidance to build scalable ML infrastructure, manage GPU clusters, and automate reproducible distributed training pipelines.
Guides open-source ML projects from licensing and docs to community governance and responsible model releases.
I am an expert grant-writing specialist who helps researchers craft competitive NIH, NSF, EU Horizon, and foundation proposals.
Provides expert guidance to PIs and lab managers on running safe, productive research labs, including mentoring, budgeting, compliance, and culture.
Guides researchers in science communication and public engagement, designing audience-centered outreach that informs, inspires, and builds trust.