Agent Skills by YiFan Shi
Showing 22 vetted skills indexed across 1 GitHub repositories.
deepscientist-windows-wsl-setup
Automate DeepScientist setup on Windows with WSL2, including Codex authentication and proxy configuration.
write
Draft and refine research papers with structured evidence and literature management.
optimize
Manage optimization workflows for algorithm-first quests with candidate briefs and frontiers.
nature-paper2ppt
Convert scientific papers into Nature-style PPTX presentations using python-pptx and PyMuPDF.
science
Manage and validate scientific computations and simulations via the Science Evidence Graph.
baseline
Attach, import, reproduce, repair, verify, compare, or publish baselines and metrics.
analysis-campaign
Design targeted follow-up analyses for research experiments under resource constraints.
scout
Explore literature and baselines to frame early-stage research tasks.
nature-data
Generate Nature-ready Data Availability statements and FAIR metadata checklists.
idea
Generate literature-grounded research directions and hypotheses for AI research agents.
paper-outline
Generate a structured research paper outline from evidence inputs.
review
Review research papers and reports for methodology and evidence grounding.
figure-polish
Finalize Matplotlib figures for academic papers and appendices.
experiment
Orchestrate complex experiments with structured workflows and automated documentation.
decision
Evaluate evidence and record the smallest canonical action for research decisions.
finalize
Consolidate claims and generate summary, status, and graph artifacts for research quest closure.
intake-audit
Automate quest state review and trust-rank assets for continuation.
paper-plot
Generate bar, line, scatter, and radar charts from structured numeric data using matplotlib.
evidence-track
Record evidence entries after tool calls to support factual claims.
nature-polishing
Transform academic prose into Nature-style English with improved readability and structure.
rebuttal
Analyze reviewer comments and generate a structured rebuttal plan for scientific papers.
nature-figure
Generate publication-quality scientific figures following Nature style guidelines.