JunTing Wen
Community@wenwen555 · China, ZhuHai, TangJia Town
I am JunTing Wen, a student in Sun Yat-sen University. I am eager to learn on GitHub and contribute my part to this community.
Agent Skills by JunTing Wen
Showing 52 vetted skills indexed across 1 GitHub repositories.
Wenwen555paper-write
Draft complete LaTeX papers from outlines with venue templates and bibliographies.
Wenwen555paper-poster
Convert compiled research papers into print-ready conference posters in PDF, PPTX, and SVG.
Wenwen555read-xlsx
Analyze and validate spreadsheet workbooks to extract structure and data integrity issues.
Wenwen555proof-writer
Draft dependency-aware mathematical proof packages for ML/AI theorems.
Wenwen555serverless-modal
Execute GPU workloads in a serverless environment on Modal.
Wenwen555formula-derivation
Create a coherent derivation package with labeled steps and explicit boundaries.
Wenwen555training-check
Monitor WandB metrics during training to detect NaN values, loss divergence, and idle GPUs.
Wenwen555meta-optimize
Analyze ARIS usage logs and generate patch-ready optimizations for SKILL.md and workflows.
Wenwen555vast-gpu
Analyze tasks and provision vast.ai GPU instances via vastai CLI.
Wenwen555result-to-claim
Interpret experimental results against intended claims and route next actions.
Wenwen555mermaid-diagram
Generate Mermaid diagrams from natural language requirements and validate syntax.
Wenwen555semantic-scholar
Search published venue papers and fetch metadata via the Semantic Scholar API.
Wenwen555research-wiki
Aggregate papers, ideas, experiments, and claims into a structured knowledge base.
Wenwen555system-profile
Profile CPU, memory, GPU, and interconnect bottlenecks and generate structured performance reports.
Wenwen555research-refine-pipeline
Chain research refinement and experiment planning into an end-to-end pipeline.
Wenwen555auto-review-loop-llm
Automate iterative review, fixes, and re-checks of ML research artifacts via llm-chat.
Wenwen555experiment-plan
Convert research proposals into claim-driven experiment plans with run trackers.
Wenwen555idea-creator
Generate and rank research ideas with hypotheses, experiments, and budget estimates.
Wenwen555read-pdf
Extract text and tables from PDF documents for ARIS research workflows.
Wenwen555grant-proposal
Draft grant proposals with agency-specific sections and formatting.
Wenwen555monitor-experiment
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Wenwen555research-pipeline
Orchestrate an end-to-end research lifecycle from idea discovery to submission-ready paper.
Wenwen555research-refine
Convert vague research directions into problem-anchored, implementable plans.
Wenwen555ablation-planner
Design ablation studies that isolate component contributions and assess feasibility.