Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Developer Tools
Literature Review
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
skill openclawclawhub Free
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
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Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md, scripts/lit_search.py
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.2.0
Provenance
- Publisher
- weird-aftertaste
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Literature Review
Help write academic literature reviews using a multi-engine search integration (S2, OA, CR, PM).
Capabilities
Multi-Source Search: Find relevant academic papers using Semantic Scholar (S2), OpenAlex (OA), Crossref (CR), and PubMed (PM). Full Abstracts: All sources now return complete abstracts (PubMed uses efetch for full XML records). DOI Extraction: DOIs are extracted from all sources for cross-referencing and deduplication. Automatic Deduplication: When searching multiple sources (--source all or --source both), results are automatically deduplicated by DOI. Polite Access: Automatic email identification for OpenAlex/Crossref "Polite Pool" (via USER_EMAIL env var). Abstract Reconstruction: Reconstructs abstracts from OpenAlex inverted index format. Synthesis: Group papers by theme and draft review sections based on metadata.
Environment Variables
VariablePurposeDefaultUSER_EMAILEmail for polite API accessanonymous@example.orgCLAWDBOT_EMAILFallback if USER_EMAIL not set—SEMANTIC_SCHOLAR_API_KEYOptional S2 API key for higher rate limits—OPENALEX_API_KEYOptional OpenAlex API key—
1. Broad Search (All Bases)
Get a comprehensive overview from all major academic databases. Results are automatically deduplicated by DOI. python3 scripts/lit_search.py search "impact of glycyrrhiza on bifidobacterium" --limit 5 --source all
2. Targeted Search
OpenAlex (oa): Fast and comprehensive, good abstracts. Semantic Scholar (s2): High-quality citation data and TL;DRs. Crossref (cr): Precise DOI-based metadata (no abstracts). PubMed (pm): Gold standard for biomedical research, full abstracts and PMIDs. python3 scripts/lit_search.py search "prebiotic effects of liquorice" --source pm
3. Comparing Sources
Search both S2 and OA simultaneously to ensure nothing is missed. Deduplicated by default. python3 scripts/lit_search.py search "Bifidobacterium infantis growth" --source both
4. Getting Full Details (S2)
Retrieve detailed metadata including TL;DR summaries. python3 scripts/lit_search.py details "DOI:10.1016/j.foodchem.2023.136000"
5. Writing the Review
Extract: Pull key findings from the abstracts found. Organize: Group findings into a logical structure (e.g., chronological or thematic). Draft: Use the "Think step-by-step" approach to synthesize multiple sources into a coherent narrative.
Output Format
Each result includes: id: Source-specific identifier (PMID for PubMed, OpenAlex ID, S2 paper ID, DOI for Crossref) doi: DOI when available (used for deduplication) title: Paper title year: Publication year authors: List of author names abstract: Full abstract text (when available) venue: Journal or conference name citationCount: Citation count (S2, OA) source: Which database the result came from
Tips for Success
Citations: Always cross-reference the DOI or PMID for accuracy in bibliography. Filtering: Focus on papers with higher citationCount or recent years for a more modern review. PubMed for Medicine: Use --source pm for the most reliable biomedical literature. Deduplication: Multi-source searches automatically remove duplicates; use single sources if you need raw counts.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs1 Scripts
- SKILL.md
- scripts/lit_search.py