[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6G76SWGJ511FEXP7CXKAAGD":3,"skill-same:01M6G76SWGJ511FEXP7CXKAAGD":90},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":30,"publishedAt":51,"linkOnly":52,"markdownContent":53,"markdownBody":54,"frontMatter":55,"refName":57,"commitSha":58,"skillDirectory":59,"forksCount":60,"repositoryHtmlUrl":61,"repositoryHomepageUrl":6,"ownerHtmlUrl":62,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":63,"install":64,"resources":77},"01M6G76SWGJ511FEXP7CXKAAGD","literature-review",null,"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.","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fweird-aftertaste\u002Fliterature-review\u002FSKILL.md",[17,22,25],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":26,"categoryName":27,"taxonomyType":28,"taxonomyTypeDesc":29},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50],"review","literature review","literature","scholar","writing","papers","reviews","semantic scholar","with","sources","via","pubmed","semantic","get","Academic","draft","use","user","find","Citations","2026-11-10 10:12:30",false,"---\nname: literature-review\nversion: 1.2.0\ndescription: 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.\n---\n\n# Literature Review\n\nHelp write academic literature reviews using a multi-engine search integration (S2, OA, CR, PM).\n\n## Capabilities\n\n- **Multi-Source Search**: Find relevant academic papers using Semantic Scholar (S2), OpenAlex (OA), Crossref (CR), and PubMed (PM).\n- **Full Abstracts**: All sources now return complete abstracts (PubMed uses `efetch` for full XML records).\n- **DOI Extraction**: DOIs are extracted from all sources for cross-referencing and deduplication.\n- **Automatic Deduplication**: When searching multiple sources (`--source all` or `--source both`), results are automatically deduplicated by DOI.\n- **Polite Access**: Automatic email identification for OpenAlex\u002FCrossref \"Polite Pool\" (via `USER_EMAIL` env var).\n- **Abstract Reconstruction**: Reconstructs abstracts from OpenAlex inverted index format.\n- **Synthesis**: Group papers by theme and draft review sections based on metadata.\n\n## Environment Variables\n\n| Variable | Purpose | Default |\n|----------|---------|---------|\n| `USER_EMAIL` | Email for polite API access | `anonymous@example.org` |\n| `CLAWDBOT_EMAIL` | Fallback if USER_EMAIL not set | — |\n| `SEMANTIC_SCHOLAR_API_KEY` | Optional S2 API key for higher rate limits | — |\n| `OPENALEX_API_KEY` | Optional OpenAlex API key | — |\n\n## Workflows\n\n### 1. Broad Search (All Bases)\nGet a comprehensive overview from all major academic databases. Results are automatically deduplicated by DOI.\n```bash\npython3 scripts\u002Flit_search.py search \"impact of glycyrrhiza on bifidobacterium\" --limit 5 --source all\n```\n\n### 2. Targeted Search\n- **OpenAlex** (`oa`): Fast and comprehensive, good abstracts.\n- **Semantic Scholar** (`s2`): High-quality citation data and TL;DRs.\n- **Crossref** (`cr`): Precise DOI-based metadata (no abstracts).\n- **PubMed** (`pm`): Gold standard for biomedical research, full abstracts and PMIDs.\n\n```bash\npython3 scripts\u002Flit_search.py search \"prebiotic effects of liquorice\" --source pm\n```\n\n### 3. Comparing Sources\nSearch both S2 and OA simultaneously to ensure nothing is missed. Deduplicated by default.\n```bash\npython3 scripts\u002Flit_search.py search \"Bifidobacterium infantis growth\" --source both\n```\n\n### 4. Getting Full Details (S2)\nRetrieve detailed metadata including TL;DR summaries.\n```bash\npython3 scripts\u002Flit_search.py details \"DOI:10.1016\u002Fj.foodchem.2023.136000\"\n```\n\n### 5. Writing the Review\n1.  **Extract**: Pull key findings from the abstracts found.\n2.  **Organize**: Group findings into a logical structure (e.g., chronological or thematic).\n3.  **Draft**: Use the \"Think step-by-step\" approach to synthesize multiple sources into a coherent narrative.\n\n## Output Format\n\nEach result includes:\n- `id`: Source-specific identifier (PMID for PubMed, OpenAlex ID, S2 paper ID, DOI for Crossref)\n- `doi`: DOI when available (used for deduplication)\n- `title`: Paper title\n- `year`: Publication year\n- `authors`: List of author names\n- `abstract`: Full abstract text (when available)\n- `venue`: Journal or conference name\n- `citationCount`: Citation count (S2, OA)\n- `source`: Which database the result came from\n\n## Tips for Success\n\n- **Citations**: Always cross-reference the DOI or PMID for accuracy in bibliography.\n- **Filtering**: Focus on papers with higher `citationCount` or recent years for a more modern review.\n- **PubMed for Medicine**: Use `--source pm` for the most reliable biomedical literature.\n- **Deduplication**: Multi-source searches automatically remove duplicates; use single sources if you need raw counts.\n","# Literature Review\n\nHelp write academic literature reviews using a multi-engine search integration (S2, OA, CR, PM).\n\n## Capabilities\n\n- **Multi-Source Search**: Find relevant academic papers using Semantic Scholar (S2), OpenAlex (OA), Crossref (CR), and PubMed (PM).\n- **Full Abstracts**: All sources now return complete abstracts (PubMed uses `efetch` for full XML records).\n- **DOI Extraction**: DOIs are extracted from all sources for cross-referencing and deduplication.\n- **Automatic Deduplication**: When searching multiple sources (`--source all` or `--source both`), results are automatically deduplicated by DOI.\n- **Polite Access**: Automatic email identification for OpenAlex\u002FCrossref \"Polite Pool\" (via `USER_EMAIL` env var).\n- **Abstract Reconstruction**: Reconstructs abstracts from OpenAlex inverted index format.\n- **Synthesis**: Group papers by theme and draft review sections based on metadata.\n\n## Environment Variables\n\n| Variable | Purpose | Default |\n|----------|---------|---------|\n| `USER_EMAIL` | Email for polite API access | `anonymous@example.org` |\n| `CLAWDBOT_EMAIL` | Fallback if USER_EMAIL not set | — |\n| `SEMANTIC_SCHOLAR_API_KEY` | Optional S2 API key for higher rate limits | — |\n| `OPENALEX_API_KEY` | Optional OpenAlex API key | — |\n\n## Workflows\n\n### 1. Broad Search (All Bases)\nGet a comprehensive overview from all major academic databases. Results are automatically deduplicated by DOI.\n```bash\npython3 scripts\u002Flit_search.py search \"impact of glycyrrhiza on bifidobacterium\" --limit 5 --source all\n```\n\n### 2. Targeted Search\n- **OpenAlex** (`oa`): Fast and comprehensive, good abstracts.\n- **Semantic Scholar** (`s2`): High-quality citation data and TL;DRs.\n- **Crossref** (`cr`): Precise DOI-based metadata (no abstracts).\n- **PubMed** (`pm`): Gold standard for biomedical research, full abstracts and PMIDs.\n\n```bash\npython3 scripts\u002Flit_search.py search \"prebiotic effects of liquorice\" --source pm\n```\n\n### 3. Comparing Sources\nSearch both S2 and OA simultaneously to ensure nothing is missed. Deduplicated by default.\n```bash\npython3 scripts\u002Flit_search.py search \"Bifidobacterium infantis growth\" --source both\n```\n\n### 4. Getting Full Details (S2)\nRetrieve detailed metadata including TL;DR summaries.\n```bash\npython3 scripts\u002Flit_search.py details \"DOI:10.1016\u002Fj.foodchem.2023.136000\"\n```\n\n### 5. Writing the Review\n1.  **Extract**: Pull key findings from the abstracts found.\n2.  **Organize**: Group findings into a logical structure (e.g., chronological or thematic).\n3.  **Draft**: Use the \"Think step-by-step\" approach to synthesize multiple sources into a coherent narrative.\n\n## Output Format\n\nEach result includes:\n- `id`: Source-specific identifier (PMID for PubMed, OpenAlex ID, S2 paper ID, DOI for Crossref)\n- `doi`: DOI when available (used for deduplication)\n- `title`: Paper title\n- `year`: Publication year\n- `authors`: List of author names\n- `abstract`: Full abstract text (when available)\n- `venue`: Journal or conference name\n- `citationCount`: Citation count (S2, OA)\n- `source`: Which database the result came from\n\n## Tips for Success\n\n- **Citations**: Always cross-reference the DOI or PMID for accuracy in bibliography.\n- **Filtering**: Focus on papers with higher `citationCount` or recent years for a more modern review.\n- **PubMed for Medicine**: Use `--source pm` for the most reliable biomedical literature.\n- **Deduplication**: Multi-source searches automatically remove duplicates; use single sources if you need raw counts.\n",{"name":5,"version":56,"description":7},"1.2.0","main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fweird-aftertaste\u002Fliterature-review",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":65,"prompt":75,"zipAvailable":76},[66,69,72],{"tool":67,"command":68},"npx","npx skills add kbarbel640-del\u002Fskills --skill literature-review",{"tool":70,"command":71},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill literature-review",{"tool":73,"command":74},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill literature-review","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fweird-aftertaste\u002Fliterature-review\u002FSKILL.md",true,[78,84],{"path":79,"resourceType":80,"resourceTypeDesc":81,"sizeBytes":82,"sourceHtmlUrl":83},"_meta.json","REFERENCE","参考文档",296,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fweird-aftertaste\u002Fliterature-review\u002F_meta.json",{"path":85,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":88,"sourceHtmlUrl":89},"scripts\u002Flit_search.py","SCRIPT","脚本",15433,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fweird-aftertaste\u002Fliterature-review\u002Fscripts\u002Flit_search.py",[91,117,143,159,165,184],{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":98,"publishedAt":51},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[97],{"categoryNo":26,"categoryName":27,"taxonomyType":28,"taxonomyTypeDesc":29},[99,100,101,39,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116],"crowd prompting","prompting","api","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":126,"publishedAt":51},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[123],{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[127,101,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,105,47],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking",{"skillNo":144,"name":145,"nameZh":6,"description":146,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":147,"categories":148,"keywords":150,"publishedAt":51},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[149],{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},[151,37,152,153,154,36,155,39,156,141,47,157,101,158,41],"arxiv paper reviews","arxiv","paper","crawler","comments","fetch","read","http",{"skillNo":160,"name":145,"nameZh":6,"description":146,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":161,"categories":162,"keywords":164,"publishedAt":51},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[163],{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},[153,152,37,151,41,36,155,39,154,141,47,156,157,101,158],{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":171,"publishedAt":51},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[172,173,174,175,176,177,178,179,180,181,182,44,183],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","branches",{"skillNo":185,"name":186,"nameZh":6,"description":187,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":188,"categories":189,"keywords":194,"publishedAt":51},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[190,191],{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":192,"categoryName":193,"taxonomyType":28,"taxonomyTypeDesc":29},"01JBSEEDCAT000000000000037","律师与法务",[195,196,197,198,39,199,200,57,201,157,202,203,204,205,206,114,207,208,209],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]