Best research and science skills, page 15

Runs a six-phase research workflow from a bundle of sources to a chosen output, whether quick notes, a canonical reference article or a publish-ready draft.

tw93/Waza

NEB-IRC activation energy pipeline for reaction barriers using GFN2-xTB and pysisyphus.

jaechang-hits/SciAgent-Skills

Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows.

K-Dense-AI/scientific-agent-skills

Manage training checkpoints — export from the slime container to the host .ckpts/ directory with a runinfo.txt for full reproducibility.

cua-lite/cua-lite

Generates publication-quality scientific figures with matplotlib or seaborn through query expansion, a run-and-retry coding loop and a visual check of the rendered PNG.

lingzhi227/agent-research-skills

自动配置飞书机器人应用。当用户要求配置飞书、创建飞书机器人、接入 Lark/飞书、设置飞书 appid/appsecret、或询问如何配置飞书 IM 时触发此 skill。该 skill 通过 sandbox 内置浏览器自动完成飞书开放平台上的应用创建、权限配置、事件订阅和发布，用户仅需扫码登录。

AgentTeam-TaichuAI/ScienceClaw

Deep research with structured reports and charts. An agent skill from aws-samples/sample-strands-agent-with-agentcore.

aws-samples/sample-strands-agent-with-agentcore

Builds, fits, checks and compares Bayesian models in PyMC, from priors and NUTS sampling to variational inference, LOO and WAIC comparison, and diagnostics.

davila7/claude-code-templates

Runs flux balance analysis and related constraint-based simulations on a COBRApy metabolic model, from standard FBA to gene knockouts and carbon source swaps.

aiming-lab/AutoResearchClaw

Make RNAlysis code faster while proving the output does not change.

GuyTeichman/RNAlysis

Drug discovery: ChEMBL search, drug-likeness, interactions. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

學術研究實驗設計技能——從研究假設到可重現實驗計畫的完整流程。當使用者需要規劃實驗、設計 ablation study、選擇 baseline、確定評估指標，或問「我應該跑哪些實驗」時，一定要使用此技能。觸發詞包括：實驗設計、experiment design、ablation、baseline、跑什麼實驗、evaluation metric、如何驗證方法。適用於機器學習、NLP、CV…

voidful/academic-skills

Prepares, validates and runs DP-GEN simplify jobs that thin out repeated or redundant DeepMD datasets, generating param.json and machine.json for local or scheduler runs.

jinzhezenggroup/computational-chemistry-agent-skills

Navigate Google Scholar search result pages. An agent skill from cookjohn/gs-skills.

cookjohn/gs-skills

Snapshot the computational environment for a replication package — detects the analysis stack (R / Stata / Python) and emits the right lockfiles (renv.lock + sessionInfo.txt, requirements.txt /…

pedrohcgs/claude-code-my-workflow

A skill your agent uses when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies.

fcakyon/phd-skills

Creates standardized evidence cards for patents, papers, standards and other prior-art references, saved as markdown files with required fields by source type.

illusionaireal/oh-my-patent

Prepare, validate, and troubleshoot Gaussian molecular quantum chemistry jobs.

JCLiuGroup/AI-Computational-Chemist

Query ClinicalTrials.gov via API v2. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Manages biological datasets with LaminDB: versioned artifacts, run lineage, ontology-based annotation, schema validation and links to workflow managers and ML tools.

davila7/claude-code-templates

Perform title and abstract screening, apply inclusion and exclusion criteria, and assess study quality or risk of bias.

htlin222/meta-pipe

Graph of Thoughts (GoT) Controller - 管理研究图状态，执行图操作（Generate, Aggregate, Refine, Score），优化研究路径质量。当研究主题复杂或多方面、需要策略性探索（深度 vs 广度）、高质量研究时使用此技能。

liangdabiao/Claude-Code-Deep-Research-main

Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel.

tinyfish-io/tinyfish-cookbook

Research current topics with multiple sources and produce a structured brief, comparison, recommendation, or fact-check.

understudy-ai/understudy

A skill your agent uses when accelerating existing genomics workflows with NVIDIA Parabricks, improving runtime or price/performance, converting pipeline steps to GPUs, or comparing CPU and GPU…

NVIDIA-BioNeMo/bionemo-agent-toolkit

A skill your agent uses when the user wants an end-to-end AI4S research pipeline — broad direction or specific topic in, full research package out (exploration + literature survey + experiment +…

ai4s-research/ai4s-skills

Lays out principles for catching fake, mismatched, or inconsistently formatted citations in academic writing, checked through live web search.

LigphiDonk/Oh-my--paper

Population genetics of pre-aligned DNA sequences or multi-sample VCFs using selected DnaSP 6 methods.

ClawBio/ClawBio

Interact with MedrixFlow AI agent platform via its HTTP API.

Citrus-bit/Anaxa

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.

davila7/claude-code-templates

Deep research and analysis tool. An agent skill from actionbook/actionbook.

actionbook/actionbook

论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。

chujianyun/skills

Use this academic writing skill to polish or translate academic writing with an explicit Nature, IEEE, Elsevier, or neutral profile.

bahayonghang/academic-writing-skills

Use gitcrawl to search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub.

openclaw/openclaw

Fix bugs, add features to completed plugins. An agent skill from glittercowboy/plugin-freedom-system.

glittercowboy/plugin-freedom-system

Statistical analysis and reporting for single-cell RNA-seq data.

harrisongzhang/TheVirtualBiotech

Use this when starting a new research project or managing a complex, multi-step research workflow.

poemswe/co-researcher

Use only SciAtlas search-papers to take a novice user from zero setup to final prior-art grounding for a research idea, including setup, registration guidance, configuration, retrieval, artifact…

zjunlp/SciAtlas

A skill your agent uses when you need to find Stata on the user's machine or configure stata-mcp to use it.

SepineTam/mcp-for-stata

Fetch the latest learned point cloud compression (PCC) papers from arXiv, IEEE, CVF Open Access and other sources, deduplicate them against the existing README, and append new entries to the correct…

kaiwangm/awesome-learned-point-cloud-compression

Compress large language models using knowledge distillation from teacher to student models.

Orchestra-Research/AI-Research-SKILLs

Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT.

Orchestra-Research/AI-Research-SKILLs

Guides causal experiments on PyTorch models with pyvene, such as causal tracing, activation patching and interchange intervention training, to test how a model works.

Orchestra-Research/AI-Research-SKILLs

Detects CPU, GPU, memory and disk resources before heavy scientific tasks and writes a JSON file with advice on parallelism, out-of-core work and GPU use.

davila7/claude-code-templates

Diffusion-based molecular docking. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Build a solvated, charge-neutralized protein-ligand complex for OpenMM molecular dynamics simulation.

learningmatter-mit/AtomisticSkills

Maintain gbdraw Web Gallery tutorial screenshots, manual text, and structured tutorial content.

satoshikawato/gbdraw

Guide a complete baseline-first ML or computational data-science method-innovation project, from workspace and direction discovery through finding and running common and recent baselines, diagnosing…

haibarazz/awesome-codex-research