Compare gene co-expression and regulatory networks between biological conditions to find rewired relationships using DiffCorr, DiffCoEx, DINGO/iDINGO, and CoDiNA.
Taxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches.
Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit program management — from…
Comprehensive computational validation of drug targets for early-stage drug discovery. Evaluates targets across 10 dimensions (disambiguation, disease association, druggability,…
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Resolves rsIDs, navigates RsMergeArch/SNPHistory merge chains, and converts between rsID, SPDI, HGVS, and VCF representations using the dbSNP Build 156 JSON architecture.
Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks.
When the user wants to optimize for Featured Snippets, Position Zero, or snippet extraction. Also use when the user mentions "featured snippet," "position zero," "snippet…
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design.
When the user wants to create, optimize, or audit the main site homepage (primary entry page). Also use when the user mentions "homepage," "main page," "home page," "hero…
Checkpoint framework and validation rules for all agents. Ensures quality gates are passed at every stage of development.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement.
Chart and visualization generation for DBX Studio. Use when a user wants to visualize data — bar charts, line graphs, pie charts, scatter plots, etc. — from bg-szy/TOP-SKILLS
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing con — from…
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-s — from…
Build, manage, and search spectral libraries for proteomics. Use when creating or working with spectral libraries for DIA analysis.
Computes and interprets treatment effect measures (OR, RR, RD, HR, NNT) with calibrated confidence intervals (Wilson, Newcombe, Miettinen-Nurminen, MOVER, profile likelihood,…
Create AI marketing videos for ads, promos, product launches, and brand content. Models: Veo, Seedance, Wan, FLUX for visuals, Kokoro for voiceover.
Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures.
Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium — from…
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI.
Call protein-RNA binding sites from CLIP-seq BAM with CLIPper, PureCLIP, Skipper, Piranha, omniCLIP, CTK, CLAM, or Paraclu.
When the user wants to design, optimize, or audit site navigation menus. Also use when the user mentions "navigation," "nav menu," "header menu," "site structure," "menu design,"…
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Manage ArgoCD Image Updater configuration, drift resolution, and ImageUpdater CRDs. USE WHEN argocd image updater, image update drift, ImageUpdater CRD, extraObjects helm,…
Infer cell-cell communication networks from scRNA-seq data using CellChat, NicheNet, and LIANA for ligand-receptor interaction analysis.
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching.
When the user wants to create, optimize, or audit pricing page content and structure. Also use when the user mentions "pricing page," "pricing table," "plans," "subscription,"…
Automate repetitive development tasks and workflows. Use when creating build scripts, automating deployments, or setting up development workflows.
When the user wants to plan growth using the AARRR framework, diagnose growth bottlenecks, or map actions across the customer lifecycle.
Image outpainting on RunComfy via the `runcomfy` CLI — extend a still beyond its original canvas, fill in what the camera didn't capture, change aspect ratio (square → 16:9,…
Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract.
When the user wants to create, optimize, or audit integrations, plugins, or extensions pages. Also use when the user mentions "integrations page," "plugins," "extensions,"…
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against be — from…
End-to-end genome annotation pipeline from assembled contigs to functional annotation, covering repeat masking, gene prediction, and functional assignment for both prokaryotic and…
Design AI-first interfaces that build ongoing relationships through memory, trust evolution, and collaborative planning.
Guide for implementing obsidian.nvim - a Neovim plugin for Obsidian vault management. Use when configuring, troubleshooting, or extending obsidian.nvim features including…
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED.
Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown p — from…
Trauma-informed AI moderator for addiction recovery communities. Applies harm reduction principles, honors 12-step traditions, distinguishes healthy conflict from abuse, detects…
Write biological sequences to files (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when saving sequences, creating new sequence files, or outputting modifie — from…
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures.
When the user wants to create a press coverage page, "As Seen In" section, or media mentions aggregation.
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug age — from…
Provides thorough code review guidance when users ask for code reviews, PR reviews, or feedback on their code.
GitHub operations via gh CLI. Use when user mentions: PR, pull request, github issue, workflow, actions, gh, or when git remote shows github.com.
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowchar — from…
When the user wants to create, optimize, or audit resources page or content hub. Also use when the user mentions "resources page," "resource center," "content hub," "learning…
Complete ArgoCD cluster bootstrapping skill for diagnosing sync failures, creating root Applications (app-of-apps), curating ApplicationSets via Kustomize, and resolving missing…
Robust workflow checkpoint and resume. Handles session interruption, state recovery, and safe resume across all workflow phases.
How to properly create Claude Code skills - teaches global vs project-local, naming conventions, and proper file structure
Preprocess ribosome profiling data including adapter trimming, size selection, rRNA removal, and alignment.
Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation.
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological — from…
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind).
Performs gene-level association from GWAS summary statistics via genetically predicted tissue expression using FUSION, PrediXcan, S-PrediXcan, S-MultiXcan, UTMOST, MOSTWAS, kTWAS,…
Peptide-spectrum matching and protein identification from MS/MS data. Use when identifying peptides from tandem mass spectra.
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video.
When the user wants to configure, audit, or optimize robots.txt. Also use when the user mentions "robots.txt," "crawler rules," "block crawlers," "AI crawlers," "GPTBot,"…