Lzy599775/agent-auto-sci-skills
Skill Claude Code
Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations.
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation. Uses the Apache-licensed TimesFM 2.5 checkpoint by default and documents the distinct TimesFM 3.0 multivariate API and weight-license requirements.
Lzy599775/agent-auto-sci-skills
Skill Claude CodeCodex
Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torchgeometric, not for general NetworkX analytics or non-graph PyTorch models.
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Applies when working with AutoModel, pipelines, tokenizers, generation configs, or TrainingArguments within Transformers.
Lzy599775/agent-auto-sci-skills
Skill Claude CodeCodex
Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.
Lzy599775/agent-auto-sci-skills
Skill Codex
A toolkit for scientific communication, including research writing, peer review, literature reviews, citation management, slides, posters, and scientific diagrams. It is adapted for geography and sports-science research.
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or…
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column scientific layouts, figure integration, typography, compilation, and PDF preflight.
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews. Tracks search coverage, records versus…
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use when a user requests Markdown, Mermaid, or a text-based structural diagram; quantitative…
Lzy599775/agent-auto-sci-skills
Skill Claude CodeCodex
Prepares evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Supports authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and…
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Used when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex…
Lzy599775/agent-auto-sci-skills
Skill Claude Code
Builds slide decks and presentations for research talks. Used for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX…
Lzy599775/agent-auto-sci-skills
Skill Claude CodeCodex
Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when…
Lzy599775/agent-auto-sci-skills
Skill Codex
A scientific data-visualization adviser that examines a dataset before recommending and creating a chart. It makes publication-ready charts for research papers using common data-plot types.
Lzy599775/agent-auto-sci-skills
Skill Codex
An academic writing and editing assistant for research papers in English and Chinese. It covers translation, proofreading, rewriting, paper sections, reviewer checks, cover letters, and responses to reviewers.
Lzy599775/agent-auto-sci-skills
Skill Codex
Use for external-literature review and evidence synthesis in geography + sport science, including systematic/scoping/critical/bibliometric reviews, PRISMA, literature matrices, paper-level extraction, Evidence Trace, cross-paper synthesis, conflicting evidence, heterogeneity synthesis, review gaps, and Paragraph-level…
Lzy599775/agent-auto-sci-skills
Skill Codex
A writing assistant for research papers about sports geography, urban spaces, environmental exposure, access, and fairness. SCI is a group of academic journals indexed by the Science Citation Index.
Lzy599775/agent-auto-sci-skills
Skill Codex
A Chinese-language workflow for research reviews and frontier scanning across geography, sports, urban health and remote sensing. Remote sensing means studying places using data collected by satellites or other sensors.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Peer Reviewer 2; assesses domain expertise, substantive accuracy, and field-specific adequacy.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Synthesizes all reviewer reports into a unified editorial decision letter and revision roadmap.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Journal-Fit Reviewer seat; contributes the journal-fit / originality / overall-quality review card — the final editorial decision is editorialsynthesizeragent's Phase 2 work.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: