# Send Literature Review to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text 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 ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "literature-review", "name": "Literature Review", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/weird-aftertaste/literature-review", "canonicalUrl": "https://clawhub.ai/weird-aftertaste/literature-review", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/literature-review", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=literature-review", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "scripts/lit_search.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/literature-review" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/literature-review", "downloadUrl": "https://openagent3.xyz/downloads/literature-review", "agentUrl": "https://openagent3.xyz/skills/literature-review/agent", "manifestUrl": "https://openagent3.xyz/skills/literature-review/agent.json", "briefUrl": "https://openagent3.xyz/skills/literature-review/agent.md" } } ``` ## 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. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: weird-aftertaste - Version: 1.2.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-30T16:55:25.780Z - Expires at: 2026-05-07T16:55:25.780Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/literature-review) - [Send to Agent page](https://openagent3.xyz/skills/literature-review/agent) - [JSON manifest](https://openagent3.xyz/skills/literature-review/agent.json) - [Markdown brief](https://openagent3.xyz/skills/literature-review/agent.md) - [Download page](https://openagent3.xyz/downloads/literature-review)