A curated directory of open-source agent skills that help you read literature, run analyses, write papers, and build slides — with live GitHub star counts, install commands, and honest comparisons.
One of the most-starred Claude Code skill suites for academic research (37k+ stars as of July 2026) — a research → write → review → revise → finalize pipeline with citation integrity gates built in.
A 148-skill library (as of July 2026) that turns any AI agent into a research assistant for biology, chemistry, medicine, and drug discovery — with unified access to 100+ scientific databases.
Let Claude Code run ML research overnight — idea discovery, GPU experiments, and a cross-model adversarial review loop with GPT-5.6-Sol that scored a real paper from 5.0/10 to 7.5/10 across 20+ autonomous experiments.
A 98-skill open-source library (as of July 2026) that turns Claude Code (or Codex, Gemini CLI, and other coding agents) into an AI/ML research agent — covering fine-tuning, distributed training, inference serving, evaluation, RAG, and paper writing, orchestrated end to end by an autoresearch layer.
Claude Scholar is a semi-automated research assistant for Claude Code, Codex CLI, Kimi Code CLI, and OpenCode — routing ideation, literature, experiments, and writing through a traceable question-to-writing pipeline, with Zotero and Obsidian integration.
A 1,150-skill catalog across 69 vendored collections for empirical social-science research — econometrics, causal inference, replication, and manuscript writing, routed by task rather than read all at once.
Codex Claude Academic Skills bundles three Chinese-first skills — paper writing, academic Office document generation, and scientific computing — that run identically in Claude Code and Codex.
An offline-first desktop LaTeX workspace built on Claude — local file storage, embedded Tectonic compilation, and 100+ installable scientific skills.
A 554-skill library built exclusively for medical and biomedical researchers, covering evidence discovery, protocol design, omics analysis, clinical statistics, and manuscript writing — every skill audited before release.
A ready-to-fork Claude Code template for academics — Beamer/Quarto slides, R data analysis, and manuscript review, run through 18 specialist agents and quality gates.
A two-skill Claude Code framework — strategist plans, composer writes — for philosophy and interdisciplinary papers, gated by a 7-dimension, 35-point reviewer simulation before a single word of prose is drafted.
Paper Craft Skills turns an arXiv link or PDF into publication-grade method figures, visual slide decks, and deep-dive articles — zero config, one command, no API keys.
A four-skill Claude Code toolbox for academic work: medical-imaging literature reviews, stylized paper-to-slide images, PhD research proposals, and fidelity-first talk decks.
Academic PPTX Skill overrides Claude's design-forward slide defaults with communication-first standards for conference talks, seminars, and thesis defenses.
LaTeX Document Skill turns plain-English requests into compiled LaTeX PDFs — 27 templates, 27 automation scripts, and a vision-OCR pipeline for converting scans into typeset documents, no LaTeX knowledge required.
A 183-skill, 18-category academic toolbox that spans paper search, grant writing (including NSFC/NSSFC), bioinformatics, drug discovery, and clinical medicine — installable one skill, one category, or all at once.
A pluggable skill pack that implements the PaperOrchestra multi-agent research-paper-writing pipeline for any coding agent — no API keys, no LLM SDKs, just instruction documents and deterministic helpers.
Chinese Thesis Workbench Skill turns a real project — source code, database, screenshots, and literature — into a traceable, editable, school-template-matching Chinese undergraduate thesis DOCX, step by step.
DeepPaperNote is an agent skill that deep-reads a single paper — evidence-first, figure-aware, grounding-linted — and writes a high-quality Obsidian-style research note you will actually want to keep.
AI Research Feedback is a collection of multi-agent Claude Code skills that referee your economics or finance paper, pre-analysis plan, grant proposal, or paper-code alignment before you submit.
Every skill listed here is reviewed by the paperbanana team before it goes live. We install each one, read its SKILL.md and documentation, and only include skills with substantial docs, active maintenance, and a genuine academic use case — star count alone is not enough.
Star counts and last-update dates sync from the GitHub API daily; rankings re-order automatically. We re-review the directory weekly, adding new skills that clear the bar and removing abandoned ones. Found a skill we should list? Tell us via the feedback button.
Generate publication-quality methodology diagrams, ML architectures, and statistical charts from a text prompt.
Try the figure generator