academic-practice-agents

Pre-submission peer reviewer for the Denolle geoscience research group. Use whenever a user wants to review a manuscript before submitting to a journal, asks for a pre-submission review, wants to know if a paper is ready to submit, says "review my paper" or "check my manuscript," "is this ready for GRL?", "what would reviewers say?", "critique my paper," or wants feedback on a draft geoscience paper against journal standards. The skill is an orchestrator: it dispatches focused subagents — seven section subagents (Abstract, Introduction, Methods, Results, Discussion, Conclusions, Figures/Data), a Reproducibility subagent that reconstructs the computational workflow, and a Citation & Idea Diversity subagent, and a Scientific-Register subagent that flags colloquial/non-scientific diction — all under a per-author voice profile, then synthesizes their findings into the 8-criterion Denolle rubric (AGU, GJI, Seismica, SSA, PNAS). It also runs an optional Author Verification pass (S-AV): an interactive, oral-exam-sty

Use this skill whenever a user wants to grade student homework from handwritten images — whether scanned, photographed, or taken on an iPad. Triggers include: "grade these homeworks", "mark student submissions", "check student answers against the solution key", "parse handwritten homework", "score student assignments", or any request involving images of handwritten student work that should be compared to a solution key. Also trigger when the user provides multiple student image sets alongside a PDF or image solution key and wants a graded spreadsheet output. Subject areas include geophysics, earth science, math, and equations. Always use this skill when student work is handwritten and needs structured, scored grading output — even if the user just says "can you grade these?" with images attached.