Best agent skills for researchers, page 4

Edits drafts to strip needless caveats, hedges and disclaimers while keeping the limits that matter for accuracy, ethics, law, safety and method.

Kiterlin/anti-defensive-writing

Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science…

jing1312/nature-figure-skill

Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency…

K-Dense-AI/claude-scientific-writer

Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust…

dylantmoore/stata-skill

Builds an academic conference poster as a single HTML and CSS file with measurement-based gates, real paper figures and a print-ready PDF rendered through headless Chromium.

wanshuiyin/Auto-claude-code-research-in-sleep

Summarize deep research results into markdown report, cover all fields, skip uncertain values.

Weizhena/Deep-Research-skills

Prepares setup instructions and a named activation file for a user-managed software environment on an Open-Science SSH or Slurm compute host.

aipoch/open-science

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review.

appautomaton/latex-arxiv-SKILL

A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…

blazickjp/arxiv-mcp-server

Set up and maintain a lightweight, file-based knowledge graph of the repo — entities, typed relations, decisions, gotchas — so agents load context fast instead of re-exploring the codebase every…

gnomeria/usbtree

A skill your agent uses for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed…

AtomFlow-AI/MoleCode

A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTeX、NBIB、ENW；also use for…

wp-a/nature-academic-search

Professional PDF toolkit covering four production workflows: reports, creative visuals, academic LaTeX, and existing PDF processing.

zai-org/ZCode

Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.

appautomaton/latex-arxiv-SKILL

A skill your agent uses when composing, adapting, or validating an Deep Researcher Agent workflow YAML under configs/ — selecting a shipped profile, enabling tools and datasourceregistry sources…

NVIDIA-AI-Blueprints/deep-researcher-agent

Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Ingest Codex CLI conversation/session history into Obsidian as distilled knowledge.

Ar9av/obsidian-wiki

Search and analyze research papers, find related work, summarize key ideas.

CurryTang/Amadeus

Initialize a PM Brain — a markdown-native second brain for a product operator (PM, product lead, founder, or anyone accountable for one product or initiative) doing judgment-heavy work with…

phuryn/pm-brain

Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates.

huggingface/skills

A skill your agent uses when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure…

heyu-233/engineering-figure-agent

Validate protein designs using AlphaFold2 structure prediction.

adaptyvbio/protein-design-skills

Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.

nduckmink/arkon

Get a deep critical review of research idea from GPT via Codex MCP.

GRIND-Lab-Core/night_owl_research_agent

Searches already-saved paper notes in a local Obsidian vault by title, author, keyword, tag, field or arXiv ID, and ranks the matches by relevance.

juliye2025/evil-read-arxiv

Drafts a report in Markdown with numbered inline citations and a references section, then renders it to a styled HTML file through a Jinja2 template on Windows.

MegaSuperKitty/WeClaw

A skill your agent uses when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript.

labarba/sciwrite

Builds an editable thesis defense PowerPoint from a thesis PDF or LaTeX project while preserving a supplied university or lab template, then runs a visual quality check.

zouchenzhen/thesis-defense-pptx-skill

Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans.

mikubaka88/CCFA-Skills

A skill your agent uses when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database.

google-deepmind/science-skills

Materials science toolkit. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills

Use Zotero Desktop to enable/probe the local API, search a local Zotero library, list items/collections/tags, export BibTeX, insert citation keys into LaTeX or Markdown drafts, read indexed full…

congcongwang0122/zotero-skill

Runs a metabolic flux analysis from model loading to phenotype prediction and figures by handing work to four sub-agents in sequence.

aiming-lab/AutoResearchClaw

将 arXiv 论文自动翻译为中文 PDF。触发后按本 skill 四步顺序直接执行，勿长篇规划。用户提供论文标题或 arXiv ID、说「翻译论文」「我想读中文版」等时立即使用。支持多篇论文处理。无需用户手动操作。

Leey21/arxiv-translator

A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach.

xuzhougeng/wisp-science

Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files.

Liuziyu77/AnythingAtlas

Composites several moments from real drone footage into one still with ghost trails, then lays out paper figures and an editable PowerPoint file.

XXLiu-HNU/visualize_uav_trajectory

A skill your agent uses when converting academic paper PDFs or structured text into professional, high-standard PowerPoint (PPTX) presentations for defense or seminars.

ShZhao27208/Aut_Sci_ppt

Download, split, and deeply read academic PDFs. An agent skill from scunning1975/MixtapeTools.

scunning1975/MixtapeTools

Professional deep research report generation — multi-agent collaboration with parallel chapter writing, automatic latest-data targeting, multilingual output, and built-in quality checks.

hoolulu/deep-research

Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable.

Oleafly/Oleafly

Audit, plan, and refresh dependency upgrades for the Logseq repository by scanning every non-gitignored package.json, deps.edn, bb.edn and nbb.edn manifest, checking latest upstream versions…

logseq/logseq

A decision board for evidence-based calls — the human adjudicates, the agent runs the errands.

tigerless-labs/design-harness

Find and download virtually any digital resource from the internet — ebooks, academic papers, movies, TV shows, music, software, images, fonts, courses, and more.

hAcKlyc/MyAgents

Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model.

zjYao36/Auto-Research-Refine

A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic.

ai4s-research/ai4s-skills

Turns pasted peer-review comments into a per-concern rebuttal plan, with reviewer mindset matching and strategy priorities, but not the final rebuttal text.

HKUSTDial/Supervisor-Skills

Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks.

K-Dense-AI/scientific-agent-skills