Science & discovery
Research ops skills
Planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research.
by Alireza RezvaniExplore
EDOZIE’S CORNER OF THE INTERNET COLLECTION 001 / SKILLS
Explore & understand
Research, data, science, and better questions.
662↗
skills to explore
18 categories7 source collections
All interests 662Build with AI169Grow a business184Create & communicate45Explore & understand189Work smarter75
PUBLIC SKILLS, ONE SEARCHABLE SHELFIndexed 25 Sep 2026 ↗
Explore the library 189
145–168 of 189 skills
Science & discovery
Rowan
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
by K-DenseExplore
Science & discovery
Scanpy
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, visualization, and converting R-friendly single-cell formats such as Seurat or SingleCellExperiment RDS files into h5ad for Scanpy.
by K-DenseExplore
Science & discovery
Scholar evaluation
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls.
by K-DenseExplore
Science & discovery
Scientific brainstorming
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs.
by K-DenseExplore
Science & discovery
Scientific critical thinking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis.
by K-DenseExplore
Science & discovery
Scientific schematics
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement.
by K-DenseExplore
Science & discovery
Scientific slides
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk.
by K-DenseExplore
Data & machine learning
Scientific visualization
Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.
by K-DenseExplore
Science & discovery
Scientific writing
Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks.
by K-DenseExplore
Data & machine learning
Scikit bio
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.
by K-DenseExplore
Data & machine learning
Scikit learn
Machine learning in Python with scikit-learn.
by K-DenseExplore
Data & machine learning
Scikit survival
Build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics.
by K-DenseExplore
Science & discovery
Scvelo
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data.
by K-DenseExplore
Data & machine learning
Scvi tools
Deep generative models for single-cell omics.
by K-DenseExplore
Science & discovery
Seaborn
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults.
by K-DenseExplore
Data & machine learning
Senior computer vision
Computer vision engineering skill for object detection, image segmentation, and visual AI systems.
by Alireza RezvaniExplore
Data & machine learning
Senior data engineer
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.
by Alireza RezvaniExplore
Data & machine learning
Senior data scientist
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.
by Alireza RezvaniExplore
Science & discovery
Setup
Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator.
by Alireza RezvaniExplore
Data & machine learning
Shap
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.
by K-DenseExplore
Science & discovery
Simpy
Build, inspect, test, and analyze bounded process-based discrete-event simulations with SimPy, including events, resources, interrupts, monitoring, replications, warm-up, and reproducible output analysis.
by K-DenseExplore
Data & machine learning
Sql database assistant
Write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
by Alireza RezvaniExplore
Science & discovery
Stable baselines3
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API.
by K-DenseExplore
Source-linked, not execution-tested. Check the publisher’s setup instructions and permissions before use.