Manages a Zotero academic reference library through both the local API (localhost:23119, read-only) and the Web API (api.zotero.org, read-write), using a structured collection hierarchy (Inbox / Active Projects / Background / Reading Queue / Archive / Meta) plus project, status, priority, and type tags. Handles adding papers with full metadata, deduplication, attaching provenance notes, moving items between collections, updating tags after reading, listing the prioritized reading queue, and setting up the literature scaffold for a new project. Use when the user asks to add / save / file / organize a paper in Zotero, check / list / clean up the reading queue, move papers between collections, tag papers for a project, query their library ("what do I have on X?"), or set up Zotero for a new research project.
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실행 점수 미검증
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Systematic management of an academic literature library via Zotero.
Standard collection hierarchy:
00_Inbox → Newly added, unprocessed papers
10_Active Projects → Papers actively being used in current work
20_Background → General domain knowledge, surveys, textbooks
30_Reading Queue → Papers to read, prioritized
40_Archive → Completed projects, historical reference
90_Meta → Templates, style guides, writing resources
Use tags to cross-cut the collection hierarchy:
#Inception, #AI-Scientist-BioAge, #ChemRetro, #CAST#to-read, #reading, #read, #summarized#urgent, #high, #low#survey, #method, #benchmark, #position-paperTwo access modes:
| Mode | Endpoint | Capability |
|---|---|---|
| Local API | localhost:23119 | Read-only, fast, requires Zotero running |
| Web API | api.zotero.org | Read-write, works always, needs API key |
# Check if Zotero is running locally
curl -s http://localhost:23119/api/users/0/items?limit=1
# Web API (read-write)
curl -s -H "Zotero-API-Key: $ZOTERO_API_KEY" \
"https://api.zotero.org/users/$ZOTERO_USER_ID/items?limit=5"
30_Reading Queue (default) or user-specified#to-read# Get items in Reading Queue collection
curl -s -H "Zotero-API-Key: $ZOTERO_API_KEY" \
"https://api.zotero.org/users/$ZOTERO_USER_ID/collections/<COLLECTION_KEY>/items?limit=50"
Present as a prioritized list:
📚 Reading Queue (N papers)
🔴 Urgent:
1. [Paper Title] — added [date], tagged #Inception
🟡 High priority:
2. [Paper Title] — added [date], tagged #AI-Scientist-BioAge
⚪ Normal:
3. ...
30_Reading Queue to 10_Active Projects or 20_Background#to-read → #read or #summarizedWhen starting a new project:
#NewProject)30_Reading Queue with project tag아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Generates publication-quality academic figures (framework diagrams, pipeline illustrations, system architectures, method overviews) from a paper's method text and a target caption, using a local PaperBanana multi-agent pipeline (Retriever → Planner → Stylist → Visualizer → Critic).
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Searches and discovers academic papers across multiple sources (Semantic Scholar, arXiv, Tavily, Exa, Gemini deep research, AMiner, Google Scholar) with adaptive engine selection based on query type. Returns ranked, deduplicated results with metadata (authors, venue, year, citations, abstract, PDF link). Use when the user asks to find papers / literature / publications / preprints / references on a topic, search for related work, look up a specific paper by title or DOI or arXiv ID, find papers by an author, find recent SOTA / state-of-the-art work, survey a research area, or run a deep / comprehensive literature search with synthesis.
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Batch download academic paper full-text (PDF/XML) from a list of DOIs. Handles 25 DOI prefixes across 19 publisher families via three layered routes: (1) publisher TDM APIs requiring institutional subscription (Elsevier ScienceDirect, Wiley Online, Springer Nature), (2) Open Access sources (Crossref, Unpaywall, OpenAlex), and (3) a browser-based fallback for paywalled publishers without TDM access (ACS, RSC, IEEE, AIP, IOP, APS, Annual Reviews, T&F, Chinese journals). Browser fallback offers two routes — Route A drives the user's logged-in Chrome via the OpenClaw `browser` tool with `profile="user"` (best for interactive sessions), Route B uses the standalone `auto-paper-harvester` CLI with its built-in Playwright (best for unattended bulk runs). Use when the user wants to harvest, scrape, fetch, or bulk-download papers from a DOI list, savedrecs export, or Excel; or wants to fill missing full-text PDFs for an existing literature collection. Triggers on phrases like "批量下载文献", "下载全文", "harvest papers", "scrape full text", "TDM API", "下载 Elsevier 全文", "Wiley 批量下载", "下载 PDF".
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Reads and analyzes academic papers (arXiv preprints, conference / journal PDFs, Zotero items) at three configurable depths: quick skim (2 min), standard read (10 min), or deep analysis (30 min). Produces structured digests covering problem, method, key innovation, results, limitations, reproducibility, hidden assumptions, and connections to the user's other work. Use when the user shares an arXiv link, PDF, or paper title and asks to read / summarize / digest / TL;DR / analyze / review / critique / explain / break down a paper, asks about a paper's contributions / methods / results / equations / figures, wants to compare two papers side by side, or needs a reading note for their records.
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Conducts a systematic related-work / literature-survey / state-of-the-art review for a research question by defining survey dimensions, searching each axis, building a taxonomy of prior work, identifying the gap, and producing a positioning narrative for a paper's Related Work section. Goes beyond a flat paper list to deliver structured analysis. Use when the user is starting a new research project and needs to map the landscape, asks "what's been done on X?" or "how does my idea compare to existing work?", needs to write or revise a Related Work / Background / Prior Art section, wants to identify a research gap or position their contribution, or asks to build a taxonomy of approaches in a research area.
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Extracts paper recommendations from social-media posts and online articles (小红书 / Xiaohongshu / RedNote, 微信公众号 / WeChat Official Accounts, Twitter / X threads, Reddit posts, Bilibili videos, blog posts, newsletters, Jina Reader URLs), identifies the underlying academic papers, locates the authoritative original sources (arXiv, conference proceedings, DOI), and triages relevance to the user's research before any library action. Use when the user forwards a social-media link, screenshot, or article that mentions a paper / method / model, asks to "find the original paper" from a blog or thread, shares a 调研贴 / 论文推荐 / paper recommendation post, or wants to evaluate whether a buzz-worthy paper is worth reading before adding it to Zotero.
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