Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkillsScience & Research › Page 17

Claude Science & Research Skills (Page 17 of 95)

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

5,667 skills · updated 2026-06-16 · showing 961–1020 of 5,667 by quality score

Sub-topics:Research Methods (1,630)Math Stats (720)Biology Medicine (653)Physics (266)Data Science Research (89)Chemistry (58)Earth Environment (53)Ml Research (16)

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

Làm việc với AusyncLab voice và Text-to-Speech API để liệt kê voice, gợi ý voice cho creative plan, lưu setting voice ưa thích, sinh audio narration mp3 hoặc wav, và (tùy chọn)…
Verifies legal citations and retrieves source material using the case.dev Legal Research API and CLI.
Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…
Use when the user invokes /build or asks to build/create a software project from an idea. Launches an autonomous multi-stage pipeline (Research, Brainstorm, PM, Architect, Dev,…
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding re — from…
Autonomous cold email campaign launcher. Takes one target company domain, scrapes their website, generates an ICP with Claude, pulls matching leads via Prospeo, enriches emails +…
Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positive assessment or max rounds…
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables.
Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review.
Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill (strategy.md) until it reliably…
Molecular docking with AutoDock Vina (Python API). Receptor/ligand prep (Meeko + RDKit), grid box, docking, pose and binding energy analysis, and batch virtual screening.
Engage in 24x7 auto-work mode. Continuously grind through improvements, fixes, tests, and polish without stopping until you say so.
Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support.
Set up autoMIL in an existing project. Scopes codebase, configures experiment framework, validates setup.
Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries.
Autonomous operation — accept a problem, work it independently using the full verification pipeline, maintain research state, produce verified results.
Autonomous deep research agent that reads all files in the active directory, performs exhaustive multi-round literature research using web search and Brightdata scraping tools,…
Run the AutoQEC research loop on a given env YAML. Orchestrates the autoqec-ideator / autoqec-coder / autoqec-analyst subagents via the Agent tool, invokes the Runner CLI for…
Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch.
Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately.
Generates email sequences for different contexts. Currently supports event follow-up sequences. Produces ready-to-send emails with subject lines, body copy, and timing guidance.
Karpathy AutoResearch Pattern -- autonome Experiment-Loops die overnight 100 Iterationen ohne menschliches Eingreifen durchfuehren.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Autonomous UX violation fixer. Scans for hardcoded colors, Navigator.push, raw Material colors, missing Semantics. Fixes ONE file per iteration.
Autonomous orchestrator for green-light / overnight execution. Takes one task and runs the full engineering cycle (research → plan → sprint → audit → report) end-to-end without…
Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes…
Produces structured aviation law summaries with Bluebook citations covering U.S. and international regulatory frameworks, treaties, and case law.
Produces an enforcement-aware Animal Welfare Act compliance audit for USDA/APHIS-regulated facilities. Maps Form 7002 inspection citations to verified 9 C.F.R.
Turn Markdown, research notes, reports, or any content into a polished, self-contained single-file HTML document styled with the AwesomeDesignSystem.
Create a topic-specific GitHub awesome-list repository scaffold with a polished README, concise contribution rules, AI-agent instructions, URL verification, license, and reusable…
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
Use when researching Apple frameworks, APIs, or WWDC sessions - provides techniques for retrieving full transcripts, code samples, and documentation using Chrome browser and…
Audit Axiom logs to identify and prioritize errors and warnings, research probable causes, and flag log smells.
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit. Covers scene graphs, ECS, physics, actions, game loops, rendering, SwiftUI integration.
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support — from axolotl-ai-cloud/diff-transformer
Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration,…
Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring…
Use when actively investigating a hypothesis — running a sweep, dispatching multi-agent analysis, designing serial adversarial gates, enriching per-trade data for loss postmortem,…
Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages.
Run repeatable cross-forge repository backup jobs from one config instead of hand-scripting clone and export steps per provider.
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture…
通用期貨/股票回測框架。涵蓋策略開發、回測引擎、IS/OOS 驗證、robustness 評分、NH 計算、參數優化、視覺化。適用任何標的任何 K 線頻率。當使用者提到回測、策略、backtest、robustness、NH、optimize、autoresearch 時觸發。
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Annotate bacterial and archaeal genomes and plasmids with Bakta's Prodigal/HMM/diamond pipeline. Identifies CDS, ncRNA, tRNA, rRNA, tmRNA, sORFs, CRISPR arrays, oriC/oriV/oriT,…
Steuere Bambu Lab 3D-Drucker (A1, P1P, X1) über MQTT. Nutze diesen Skill für Druck-Überwachung, Status-Abfragen, Steuerung (Pause/Stopp) und Benachrichtigungen bei Drucke — from…
Create banners using AI image generation. Discuss format/style, generate variations, iterate with user feedback, crop to target ratio.
Add or review a new bansos.dev listing efficiently. Use when an AI agent needs to research a promo/freebie/program source, convert it into validated bansos.dev data, run or…
Estimate baseline serum creatinine for AKI assessment in MIMIC-IV. Use for KDIGO staging, AKI research, or renal function baseline establishment.
A biomedical research topic designer that generates progressive experimental subtitles and detailed research outlines based on a given subject.
Designs experiments to minimize and account for batch effects using balanced layouts and blocking strategies.
Helps choose the right battery type and charging solution for Arduino/ESP32/RP2040 projects. Use when user asks about battery options, charging circuits, power source selection,…
Bayesian approach to statistical inference and decision-making. Covers prior specification, likelihood functions, posterior computation, conjugate priors, Markov chain Monte Carlo…
Use when uncertainty must be updated after new evidence: start with a prior or base rate, estimate how strongly the evidence fits each hypothesis, update to a posterior, and…
Bayesian inference methods including prior selection, MCMC, and model comparison
Designs Bayesian clinical trials including Phase I dose-finding (BOIN, CRM, EWOC, mTPI-2), meta-analytic-predictive (MAP) priors with robust mixtures for external data bo — from…
Use when performing Bayesian statistical analysis, building probabilistic models, or when the task involves prior specification, posterior inference, or predictive checks.
Use at the START of any bug bounty hunting session, when switching targets, or when feeling lost about what to do next.
Skill para retornar estatísticas e dados sobre participantes do Big Brother Brasil de todas as edições, acompanhadas de um comentário que forneça mais contexto para o usuário.
Search all 5,667 Science & Research skills →