claude-scientific-skills
Comprehensive collection of 128+ ready-to-use scientific skills for Claude enabling research across biology, chemistry, medicine, genomics, and advanced analysis domains.
What this skill does
# Claude Scientific Skills Collection A comprehensive collection of **128+ ready-to-use scientific skills** that transforms Claude into an AI research assistant capable of executing complex multi-step scientific workflows. ## Scientific Domains ### 🧬 Bioinformatics & Genomics Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis ### 🧪 Cheminformatics & Drug Discovery Molecular property prediction, virtual screening, ADMET analysis, molecular docking, lead optimization ### 🔬 Proteomics & Mass Spectrometry LC-MS/MS processing, peptide identification, spectral matching, protein quantification ### 🏥 Clinical Research & Precision Medicine Clinical trials, pharmacogenomics, variant interpretation, drug safety, precision therapeutics ### 🧠 Healthcare AI & Clinical ML EHR analysis, physiological signal processing, medical imaging, clinical prediction models ### 🖼️ Medical Imaging & Digital Pathology DICOM processing, whole slide image analysis, computational pathology, radiology workflows ### 🤖 Machine Learning & AI Deep learning, reinforcement learning, time series analysis, model interpretability, Bayesian methods ### 🔮 Materials Science & Chemistry Crystal structure analysis, phase diagrams, metabolic modeling, computational chemistry ### 🌌 Physics & Astronomy Astronomical data analysis, cosmological calculations, symbolic mathematics, physics computations ### ⚙️ Engineering & Simulation Discrete-event simulation, optimization, metabolic engineering, systems modeling ## Included Skill Categories - **26+ Scientific Databases** - OpenAlex, PubMed, ChEMBL, UniProt, COSMIC, ClinicalTrials.gov - **54+ Python Packages** - RDKit, Scanpy, PyTorch, scikit-learn, BioPython, PennyLane, Qiskit - **15+ Scientific Integrations** - Benchling, DNAnexus, LatchBio, OMERO, Protocols.io - **20+ Analysis & Communication Tools** - Literature review, scientific writing, peer review ## Getting Started Each skill within this collection includes: - Comprehensive documentation (SKILL.md) - Practical code examples - Use cases and best practices - Integration guides - Reference materials Explore the `scientific-skills/` subdirectory for individual skill implementations and detailed documentation.
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.