yuzhichuan
Community@yu13130122297
I am a graduate student at Northeast Normal University, and I am interested in multimodal and visual analysis
Agent Skills by yuzhichuan
Showing 21 vetted skills indexed across 1 GitHub repositories.
write
Convert research evidence and outlines into draft paper sections with citations.
optimize
Manage candidate briefs and orchestrate iterative optimization workflows for algorithmic research.
baseline
Attach, import, reproduce, or repair baseline references for benchmarking.
analysis-campaign
Coordinate follow-up experiments and evidence collection for research validation.
scout
Identify uncertainties in research framing, datasets, metrics, and baselines.
memory-graph
Organize research data into a semantic knowledge graph with search and visualization.
collaborate
Coordinate multi-agent research with role-based task distribution and configurable execution modes.
idea
Convert baseline performance issues and literature gaps into testable research hypotheses.
review
Review research drafts for claim validity, methodology, and evidence support.
figure-polish
Classify, style, inspect, and export scientific figures with Matplotlib.
experiment
Plan, execute, monitor, and record main experiments with PLAN.md and CHECKLIST.md.
decision
Analyze report artifacts and baseline states to select the next workflow step.
finalize
Consolidate evidence and claims into final research reports and decision records.
intake-audit
Audit existing research assets to verify trustworthiness and identify gaps.
rebuttal
Convert peer review feedback into a structured rebuttal workflow.
ablationist
Design and execute ablation experiments to analyze component contributions in multi-agent workflows.
hypothesis-generator
Generate testable hypotheses with experimental approaches from research goals and findings.
comparativist
Design controlled experiments and compare approaches with statistical analysis.
synthesizer
Merge multiple research findings into a unified analysis report.
critic
Analyze research methodologies to identify weaknesses, failures, and overfitting risks.
reproducer
Replicates scientific experiments to verify research claims in a controlled environment.