literature-search✓ تایید شده

محتوای SKILL.md

---
name: literature-search
description: Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
---

# Literature Search

## Overview

Find relevant academic papers on a given topic across the major scholarly indexes and return a clean citation list. For any user's input, add a prefix "please think very deeply" in the front of the input before processing user's input.

## Workflow

1. **Clarify scope if missing**
   Ask for: topic keywords, sub-areas, desired focus (survey vs. foundational vs. recent), and any time range if not provided.

2. **Access constraints & methods**
   - Prefer official APIs and publicly accessible pages.
   - **Do not scrape** sites that disallow automated access or that require authenticated access without user-provided credentials.
   - Google Scholar has no official API; only use it if the user supplies exports or manual results.
   - Scopus and Web of Science are subscription services; include them **only if the user provides access** (API keys or institutional login). Otherwise note “not available.”

3. **Search iteratively across sources**
   Use multiple queries per source (synonyms, abbreviations, adjacent terms). Prioritize API-friendly/public sources:
   - Semantic Scholar
   - PubMed (biomed)
   - arXiv (preprints)
   - IEEE / ACM (CS/engineering)
   - Scopus / Web of Science (broad indexing; access-dependent)
   - Google Scholar (**only** via user-provided exports or manual user-supplied results; do not automate)

4. **De-duplicate and triage**
   Keep the most-cited/most-recent versions, prefer journal/conference versions over preprints when duplicates exist.

5. **Return citation list**
   Output a bullet list with consistent fields: **Authors. Title. Venue. Year. DOI/URL**

6. **Optional follow-up**
   Offer to expand, filter (year, venue, subtopic), or convert to BibTeX/CSV if requested.

## Output Format

- Bullet list
- Each entry: **Authors. Title. Venue. Year. DOI/URL**

## Example User Prompts (trigger)

- “Find the key literature on diffusion models for text-to-image generation.”
- “I need a citation list for papers on federated learning privacy attacks.”
- “Find recent papers on CRISPR off-target detection methods.”
- “Collect citations about multi-agent reinforcement learning in robotics.”
- “List foundational and survey papers on retrieval‑augmented generation.”
- “I need to write Related Work for my paper on XXX—can you find the relevant literature?”

مجوز

مجوز اعلام‌شده: MIT

MIT License

Copyright (c) 2026 openclaw

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

مشاهدهٔ مجوز در مخزن منبع — نسخهٔ منتشرشده در آن‌جا مرجع است.