leonardodalinky/scider
32 skills
$npx skills add leonardodalinky/sciderSkillInstalls
bioinformatics-analysisBioinformatics workflows — RNA-seq and scRNA-seq analysis pipelines, enrichment analysis (GO/KEGG/GSEA), variant interpretation, protein structure analysis,…biology-ecologyExperimental and ecological biology — experimental design with controls/replicates, biology-specific statistical tests, diversity indices, cell biology assays…causal-inferenceCausal inference methods — DAG-based causal thinking, distinguishing observational from experimental data, IV, DiD, RDD, propensity score matching, and…chemistry-analysisCheminformatics and computational chemistry — SMILES/InChI parsing, molecular property prediction, spectroscopy interpretation, DFT workflow, materials…computer-science-theoryCS theory for research — algorithm complexity analysis, data structure selection, rigorous benchmarking discipline, distributed systems fundamentals, and…computer-visionComputer vision workflows — image data characterization, preprocessing and augmentation, architecture selection (CNN vs ViT), and evaluation metrics (mAP, IoU,…content-refinement-agentStep 5 of the PaperOrchestra pipeline (arXiv:2604.05018). Iteratively refine drafts/paper.tex by simulating peer review and applying targeted revisions, with…engineering-systemsEngineering systems analysis — control theory (PID, transfer functions, Bode plots), signal processing, reliability engineering, engineering optimization…experiment-designControlled experiment design — hypothesis formation, statistical power and sample size estimation, confound control, ablation structure, baseline selection,…exploratory-data-analysisComprehensive EDA on scientific data files — structure, content, quality, and characteristics analysis across 200+ formats.huggingface-model-searchFind pretrained models on HuggingFace Hub by task, keyword, size, or downloads.literature-review-agentStep 3 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the literature search strategy from outline.json — discover candidate papers via web search,…materials-scienceMaterials science analysis — crystal structure, phase diagrams, mechanical and electronic properties, characterization techniques (XRD, SEM/TEM, AFM, XPS), and…mathematics-formalFormal mathematics for scientific computing — symbolic computation (sympy), numerical linear algebra, optimization (convex/non-convex), information theory, and…matplotlibLow-level plotting library for full customization. Use when you need fine-grained control over every plot element, novel plot types, or publication-quality…ml-model-evaluationModel evaluation framework — cross-validation strategies, metric selection by task type, baseline requirements, ablation design, and train/val/test discipline.network-graph-analysisGraph and network analysis — graph construction, centrality measures, community detection, graph ML basics, and visualization.nlp-text-analysisText data analysis for NLP research — dataset characterization, preprocessing decision guide, tokenization choices, embedding selection, and evaluation metrics…outline-agentStep 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON…paper-orchestraOrchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log,…physics-simulationPhysics simulation and computational analysis — ODE/PDE solvers, molecular dynamics, Monte Carlo methods, signal processing, error propagation, and unit…plotting-agentStep 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from…scientific-brainstormingCreative research ideation and exploration for open-ended brainstorming, interdisciplinary connections, challenging assumptions, and identifying research gaps.scientific-critical-thinkingEvaluate scientific claims and evidence quality, assess experimental design validity, identify biases and confounders, and apply evidence grading frameworks…scientific-visualizationPublication-quality figure guidelines for scientific papers — DPI, font sizes, colorblind-friendly palettes, plot type selection, multi-panel layout,…seabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons.section-writing-agentStep 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology,…social-science-economicsSocial science and economics methods — survey analysis (Cronbach's alpha, factor analysis), econometrics (OLS diagnostics, robust SEs), panel data, behavioral…statistical-analysisGuided statistical analysis with test selection, assumption checking, power analysis, and APA-formatted reporting.statistics-advancedAdvanced statistical methods — Bayesian inference with PyMC/MCMC, mixed-effects models, resampling (bootstrap, permutation), spatial statistics, and missing…time-series-analysisTime series data analysis — stationarity testing, decomposition, autocorrelation, forecasting method selection, temporal cross-validation, and evaluation…uv-package-managerUV package manager for fast Python dependency management and virtual environments.