Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkillsScience & Research › Page 3

Claude Science & Research Skills (Page 3 of 121)

Research automation, paper analysis, hypothesis testing, data science, biology, physics, and academic writing skills for Claude Code.

7,228 skills · updated 2026-07-19 · showing 121–180 of 7,228 by quality score

Sub-topics:Research Methods (1,883)Biology Medicine (1,085)Math Stats (917)Physics (302)Chemistry (113)Data Science Research (102)Earth Environment (57)Ml Research (27)

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Amazon Braket integration skill for multi-vendor quantum hardware access and hybrid workflows
Research dispatcher for enhanced /build command Phase 1. Parses user concept input and delegates to claude-code-guide for capability inventory.
GLAW Investigations Bureau — Prosecutor Agent. The trial mind of the bench: case-theory construction, causes of action (civil + criminal), elements-to-evidence mapping, exposure…
BWA-MEM2 alignment skill for mapping sequencing reads to reference genomes with optimized parameter selection
CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation
Career Companion for frontier tech — AI, space, aerospace, robotics, drones, defense, autonomy. Searches live job openings, tailors resumes and CVs, runs mock interviews,…
GLAW Case-Law Research — the firm's affirmative precedent-hunter. Given a legal issue, it FINDS the controlling and persuasive authority (statutes, regulations, and cases on…
AI-powered analysis of cellular senescence for aging research, cancer therapy response, and senolytic drug development.
An LLM chemistry agent with expert-designed tools for organic synthesis, drug discovery, and materials design. — from bg-szy/TOP-SKILLS
An LLM chemistry agent with expert-designed tools for organic synthesis, drug discovery, and materials design. — from ur-whitelab/chemcrow-public
Compute RDKit-driven molecular properties (MW, logP, TPSA, QED, Lipinski) for a SMILES string to support downstream drug discovery tools.
Use when optimizing GitLab CI/CD pipelines for performance, reliability, or maintainability. Covers pipeline optimization and organizational patterns.
Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation
Google Cirq integration skill for quantum circuit design and execution on Google quantum processors
Research a company or person before a meeting, call, or pitch. Pulls Companies House data, LinkedIn context, sector background, and recent news.
Systematic literature review skill for clinical evaluation supporting regulatory submissions
Collaborative multi-agent fix workflow using codex, gemini-cli, and an independent subagent. Use when the user asks to "collab fix", "multi-agent fix", or wants several AI tools…
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured analytical…
COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics
Deep library, dependency, framework, and API documentation research using Context7 MCP tools only. Use when you need up-to-date docs, version-specific API reference, migration…
Statistical process control chart creation and analysis skill with control limit calculation and special cause detection
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
Creates Architecture Decision Records (ADRs) and conducts research spikes for technical decisions using a structured 5-phase workflow: Research, Analysis, Decision, Documentation,…
A specialized tool for designing efficient and specific gRNA sequences for CRISPR-Cas9 experiments.
Find and execute cross-chain arbitrage opportunities. Scans prices across all chains, evaluates profitability after all costs (gas, bridge fees, slippage), assesses risk, and…
AI-powered integration of cryo-EM structural data with generative AI and molecular dynamics for structure-based drug design targeting flexible proteins and membrane complexes.
AI-powered circulating tumor DNA dynamics analysis for molecular residual disease detection, treatment response monitoring, and early relapse prediction using liquid biopsy.
Use when the user asks about usage analytics, statistics, token usage, or cost summary — e.g. 'usage stats', 'token usage', 'how many sessions this week', 'show me my numbers',…
Query DARPA programs, opportunities, and BAAs. Searches RSS feeds and Grants.gov API for defense research funding opportunities across all DARPA technical offices.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written.
Convert a DEE methodology proposal into executable experiment, baseline, ablation, diagnostic, and acceptance matrices.
Conduct comprehensive multi-dimensional research on any subject using coordinated AI research specialists
DESeq2 differential expression analysis skill with normalization, statistical modeling, and visualization
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and ge — from…
Deep research aggregator that searches Brave (Web), Perplexity (AI), GitHub (Code/Issues), ArXiv (Papers), YouTube (Videos), and Wayback Machine simultaneously.
AI-assisted literature review for question-answering over papers and evidence synthesis
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
AI-powered DNA methylation analysis using MethylGPT foundation models for epigenomic profiling, differential methylation detection, and cancer epigenome characterization.
Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings
Scaffold a new evidence bundle directory ready for reproducibility-grade evidence capture: SOURCE.md (operator + cluster + git SHA + UTC timestamp), summary.md (verdict skeleton),…
Expand all TaskMaster tasks with deep research before coding begins. Reads tasks.json, launches parallel research agents per task in waves using the research-expander agent.
Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing
Find recently-published CS/AI/ML researchers as ScholarFeed cold-outreach prospects. Given a research area (arXiv category or topic), pulls recent papers from the arXiv API,…
Florida Quantum Meruit Litigation Agent — generates and manages a COMPLETE civil case for quantum meruit / unjust enrichment / construction non-payment / breach of implied…
Fourier Transform Infrared spectroscopy skill for molecular identification and surface functional group analysis
Expert skill for gas turbine engine thermodynamic cycle analysis and optimization
Run GitHub Copilot CLI as a read-only sub-agent from Claude Code. Use when: (1) User says 'gco', 'copilot', or 'ask copilot', (2) Delegating code review or research to Copilot,…
AI-powered design of targeted gene panels for clinical and research applications including cancer diagnostics, pharmacogenomics, and rare disease testing.
Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity
GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
Display project statistics — phases, plans, requirements, git metrics, and timeline — from Gustavosareto/gerenciador-de-quadras
AI-powered analysis of hemoglobin disorders including sickle cell disease, thalassemias, and variant hemoglobins using HPLC, electrophoresis, and molecular data.
日本語ブログ記事から AI 生成文の特徴 (AI らしさ / AI くささ) を検出し、該当箇所と修正案を3点セット (検出 + 引用 + 修正案) で提示する。 自動修正は行わない。著者が判断して適用する。 Zenn / Qiita / Hatena 向け技術記事の推敲・公開前レビューで使用する。 Based on Wikipedia "Signs of…
Automated hypothesis generation using abductive reasoning and knowledge graph traversal
Hypothesis management skill for tracking business hypotheses through testing and validation
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
AI-powered analysis for predicting optimal immune checkpoint inhibitor combinations based on tumor microenvironment, biomarkers, and molecular profiling.
Use when comparing code or implementation against method descriptions in one or more source papers — covers decomposition of code into checkable claims (algorithm shape,…
End-to-end orchestrator that takes a NEW model from a bare HuggingFace id to a perf-lake-published, validated CROSS-ENGINE (vLLM + SGLang) champion on B200/GB300.
Fuse the four profilers -- nsys (timeline + kernel durations), ncu (roofline / occupancy / arithmetic intensity), zymtrace (CPU+GPU flamegraph), and DCGM (byte-grounded %SoL) --…
Search all 7,228 Science & Research skills →