guliqianxun/research-skills

Skills for research Project and AI model degsin

5Stars on the repository
4Mods indexed here, across every type
4mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

ai-research-manager

01

guliqianxun/research-skills

Skill Claude CodeCodex

Hypothesis-driven research workflow for turning research ideas into auditable study plans, experiment designs, execution tracking, and evaluation reports in markdown. Use this skill whenever the user is managing an AI or ML study across framing, experiment design, execution, evaluation, or research iteration; checking…

not rated 5 4mo ago A 122 tokens original MIT

latex-to-word

02

guliqianxun/research-skills

Skill Claude CodeCodex

Convert LaTeX manuscripts (especially ctex / ctexart Chinese academic papers) to editable Word (.docx) while preserving cross-references for figures, tables, equations, and bibliography numbering, and while matching a target journal template's styling. Use this skill whenever the user wants to export a .tex file to…

not rated 5 4mo ago A 180 tokens original MIT

math-proof

03

guliqianxun/research-skills

Skill Claude CodeCodex

Construct, verify, and communicate mathematical proofs for ML theory — convergence rates, generalization bounds, architecture properties, optimization analysis, generative model theory, and scaling laws. Use when the user asks to prove a theorem about an ML algorithm, verify a convergence bound, analyze Lipschitz…

not rated 5 4mo ago A 184 tokens original MIT

torch-model-design

04

guliqianxun/research-skills

Skill Claude CodeCodex

PyTorch model design, computation graph analysis, profiling, and optimization — from architecture implementation to production-ready training and inference. Use when the user asks about implementing neural architectures in PyTorch, profiling FLOPs/memory/throughput, optimizing training speed or memory usage, debugging…

not rated 5 4mo ago A 205 tokens original MIT

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