Source

k-dense-ai/scientific-agent-skills

232 skills · 268.4K combined installs

Skills from this source

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Skill

Source

8W Activity

Installs

scientific-writing Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline cov…

k-dense-ai/scientific-agent-skills

scientific-visualization Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use …

k-dense-ai/scientific-agent-skills

scientific-critical-thinking Evaluate scientific claims and evidence quality.

k-dense-ai/scientific-agent-skills

literature-review Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Seman…

k-dense-ai/scientific-agent-skills

scientific-brainstorming Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptio…

k-dense-ai/scientific-agent-skills

statistical-analysis Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Ba…

k-dense-ai/scientific-agent-skills

paper-lookup Search 11 academic literature APIs for papers, preprints, citations, and open-access full text, and return results wi…

k-dense-ai/scientific-agent-skills

citation-management Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extr…

k-dense-ai/scientific-agent-skills

matplotlib Low-level plotting library for full customization.

k-dense-ai/scientific-agent-skills

peer-review Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.

k-dense-ai/scientific-agent-skills

scientific-slides Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentatio…

k-dense-ai/scientific-agent-skills

scientific-schematics Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.…

k-dense-ai/scientific-agent-skills

scikit-learn Machine learning in Python with scikit-learn.

k-dense-ai/scientific-agent-skills

exploratory-data-analysis Perform bounded, local exploratory analysis of explicitly supported scientific files.

k-dense-ai/scientific-agent-skills

statsmodels Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with …

k-dense-ai/scientific-agent-skills

markitdown Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, an…

k-dense-ai/scientific-agent-skills

hypothesis-generation Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational cl…

k-dense-ai/scientific-agent-skills

markdown-mermaid-writing Comprehensive markdown and Mermaid diagram writing skill.

k-dense-ai/scientific-agent-skills

seaborn Statistical visualization with pandas integration.

k-dense-ai/scientific-agent-skills

database-lookup Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scient…

k-dense-ai/scientific-agent-skills

scholar-evaluation Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-a…

k-dense-ai/scientific-agent-skills

polars High-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for expression-based data man…

k-dense-ai/scientific-agent-skills

bgpt-paper-search Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP …

k-dense-ai/scientific-agent-skills

pptx-posters Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and …

k-dense-ai/scientific-agent-skills

latex-posters Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference pre…

k-dense-ai/scientific-agent-skills

research-grants Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review cr…

k-dense-ai/scientific-agent-skills

pytorch-lightning Deep learning framework (PyTorch Lightning / lightning package).

k-dense-ai/scientific-agent-skills

aeon This skill should be used for time series machine learning tasks including classification, regression, clustering, fo…

k-dense-ai/scientific-agent-skills

networkx Create, analyze, and visualize complex networks and graphs in Python with NetworkX.

k-dense-ai/scientific-agent-skills

sympy Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or co…

k-dense-ai/scientific-agent-skills

generate-image Generate or edit images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverf…

k-dense-ai/scientific-agent-skills

pyzotero Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and d…

k-dense-ai/scientific-agent-skills

transformers Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tunin…

k-dense-ai/scientific-agent-skills

shap Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing an…

k-dense-ai/scientific-agent-skills

dask Distributed computing for larger-than-RAM pandas/NumPy workflows.

k-dense-ai/scientific-agent-skills

market-research-reports Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for m…

k-dense-ai/scientific-agent-skills

infographics Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for …

k-dense-ai/scientific-agent-skills

matlab Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data…

k-dense-ai/scientific-agent-skills

get-available-resources Detect host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks …

k-dense-ai/scientific-agent-skills

optimize-for-gpu GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA…

k-dense-ai/scientific-agent-skills

umap-learn Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi…

k-dense-ai/scientific-agent-skills

parallel-web Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and rec…

k-dense-ai/scientific-agent-skills

pymc Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, post…

k-dense-ai/scientific-agent-skills

scikit-survival Build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakag…

k-dense-ai/scientific-agent-skills

open-notebook Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when org…

k-dense-ai/scientific-agent-skills

venue-templates Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting…

k-dense-ai/scientific-agent-skills

torch-geometric PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphS…

k-dense-ai/scientific-agent-skills

biopython Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogeneti…

k-dense-ai/scientific-agent-skills

pdf Use this skill whenever the user wants to do anything with PDF files.

k-dense-ai/scientific-agent-skills

timesfm-forecasting Zero-shot time series forecasting with Google's TimesFM foundation model.

k-dense-ai/scientific-agent-skills