学术技能大全

Reference & Citation Management

Manage, format, and verify references — library integrations, citation styles, and the DOI/metadata checks that keep a bibliography honest.

Reference formatting & style

• apa-referencing-skill - by Chuah Kee Man (keemanxp) · No License · net.<br>The most complete APA-7th formatter: 28 source types, down to tweets and datasets. Ships no open-source license.
• chinese-reference-formatter-skill - by zechang-xiong · MIT.<br>Formats Chinese academic references to GB/T 7714 and completes BibTeX from Chinese/English titles. Fills a real gap for CN scholars that Western citation tools ignore. Narrow by design; bundles helper scripts and an agent.

BibTeX / metadata generation

• citation-assistant - by zhangny301 · No License · net.<br>Automated academic-citation skill over the Semantic Scholar API: resolve, verify, and format citations into a manuscript. Useful, focused citation helper; single-skill and tied to S2 coverage, and its license needs confirming.
• make-bib - by milkclouds · No License · net.<br>Human-in-the-loop BibTeX fetcher pulling every field from the authoritative publisher (ACL/PMLR/arXiv/NeurIPS, DBLP fallback) not the LLM, with provenance per entry and a stop-to-ask on ambiguous venues. Great for de-hallucinating .bib; no license.
• wenxian - by njzjz · LGPL-3.0 · net.<br>Generates BibTeX from a DOI, PMID, arXiv ID, or paper title by querying CrossRef, PubMed, arXiv, Semantic Scholar and ChemRxiv. Mature, tested, PyPI-published; the agent skill is a thin wrapper over a solid CLI. LGPL-3.0.

Reading, Summarization & Q&A

Read deeply and ask questions of papers — summarization, multi-document synthesis, and grounded question-answering over a corpus.

Deep reading & comprehension

• Suite dailypaper-skills - by huangkiki · Apache-2.0 · net.<br>A daily paper-reading pipeline built from Agent Skills: arXiv search, PDF parsing, key-point extraction, Zotero sync, and structured notes plus a daily digest. Cohesive and popular; Chinese-first docs, so non-CJK users lean on the code.
• Suite scholar-skill - by eesjgong · MIT · net.<br>Obsidian-centric academic-reading suite: deep-reads papers and links them into an evolving personal knowledge base with reflection prompts. A strong pick for Obsidian users; it reads and organizes rather than discovering papers.
• benchmark-research-skill - by eternalwavee · MIT · net.<br>Extracts benchmarks, datasets, metrics and baselines from a paper, or surveys what benchmarks fit a research direction; arXiv-source-first with Obsidian notes. Uses an unscoped Bash(*) allowlist — broad shell access.
• Plugin claude-paper - by alaliqing · MIT · net hooks.<br>Paper-study plugin that turns a PDF or arXiv link into a learning environment: parsed text, adaptive summaries/Q&A, runnable code demos and a KaTeX web viewer. Rich but heavy (Node/Nuxt/poppler deps); uses an unscoped Bash allowlist.
• deeppapernote - by 917dhj · MIT · net.<br>Deep-reads a single paper and produces high-quality, structured Obsidian-style research notes (claims, methods, takeaways) usable across Claude Code/Codex/Cursor. Great for building a notes vault; one-paper-at-a-time, not corpus-scale.
• paper-analyst - by flyer-li · MIT.<br>Analyzes a paper in five depth modes (quick to presentation-with-figures) with anti-hallucination source tagging and method extraction tuned to paper type. Good for structured reading/summaries; single-skill, no external data sources of its own.
• paper-reader-heilmeier - by realzyzhang · MIT.<br>Reads STEM papers through Heilmeier's Catechism, surfacing the core problem, approach, cost and impact for a fast big-picture take. A focused, opinionated comprehension aid; great for triaging papers, less so for deep line-by-line reading.
• paper-reading-skill - by kingslayer-bot · MIT.<br>Deep paper-reading skill with two modes: paragraph-level close reading with agentic Q&A, and a 20+-dimension analysis run by parallel agents, emitting Obsidian-ready notes. Strong for deconstructing single papers; not a search or citation tool.

Grounded Q&A & knowledge bases

• Claude Deep Research Skill - by 199 Longevity (199-biotechnologies) · No License · net.<br>The most engineering-heavy deep-research skill — verifies each claim against its source via CrossRef and persists citations across compaction. No license file.
• Deep Research Skill - by Lan Zheng · MIT · net.<br>Two-phase deep research that gates on your approval of the outline before any search runs — the human-in-the-loop answer to fire-and-forget agents.
• Plugin llm-wiki - by nvk · MIT · net.<br>LLM-compiled knowledge bases for agents: parallel multi-agent research, thesis-driven investigation, source ingestion, then a queryable wiki. Good for building a durable, cited knowledge base from many sources.
• NotebookLM Research Skill - by Claude-World · MIT · net.<br>Drives Google NotebookLM from Claude for cited answers and free artifacts (podcast, mind map, study guide) — an unofficial cookie-based client that can break.
• notebooklm-skill - by pleaseprompto · MIT.<br>Bridges Claude Code to Google NotebookLM so you get source-grounded, citation-backed answers drawn only from your uploaded documents. Excellent for grounded Q&A over a personal corpus; depends on a Google NotebookLM account and the notebooklm-mcp.

Paper translation

• arxiv-paper-zh - by zeya-labs · MIT · net.<br>Translates arXiv LaTeX papers into Chinese while preserving formatting (formulas, figures, citations), from an arXiv ID or local source. The format-preserving approach beats plain-text translation; scope is narrow (arXiv LaTeX, EN to zh).

Study & derivative artifacts

• cheatsheet-generator-skill - by evan715823 · MIT · net.<br>Turns course slides and PDFs into dense, exam-ready LaTeX cheatsheets. Narrow and student-focused (study/teaching rather than original research), but well-targeted and popular; good for condensing course material, not for literature work.
• lecture-to-notes - by ysyecust · NOASSERTION.<br>Turns YouTube/Bilibili lecture videos into structured LaTeX/PDF notes via transcript extraction, key-frame detection, and smart-cropped screenshots. Novel and useful for students; quality depends on transcript availability, and the license is murky.
• paper2code - by prathamlearnstocode · MIT · net.<br>arXiv ID in, citation-anchored Python implementation out — each module tagged to the paper section it implements, ambiguities flagged rather than guessed. Great for paper reproduction; not a general code generator.