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Search Hugging Face Papers for AI/ML research with AI-generated summaries, keywords, community upvotes, and trending papers. Use when Claude needs community-curated research, AI-generated paper summaries, or trending ML papers.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Web-grounded SOTA discovery using Perplexity Sonar models via OpenRouter. Use when academic APIs return foundational papers but you need to know what's CURRENT — what has superseded older methods, what practitioners actually use today, and what was released in the last weeks/months.
AI frontier plugin — gives Claude and agents access to latest scientific research, SOTA discovery, and architecture evaluation. Use when needing SOTA methods, research consensus, implementation guidance, or evaluating whether a codebase uses optimal patterns and architectures.
Search arXiv for latest AI/ML preprints. Use when Claude needs bleeding-edge research not yet in peer-reviewed journals — newest methods, architectures, training techniques, benchmarks.
Search Semantic Scholar for papers with rich metadata — citation counts, AI-generated TLDRs, influence scores, citation graphs. Use for finding established research, tracing citation chains, understanding paper impact and field structure.
| name | hf-papers-search |
| description | Search Hugging Face Papers for AI/ML research with AI-generated summaries, keywords, community upvotes, and trending papers. Use when Claude needs community-curated research, AI-generated paper summaries, or trending ML papers. |
| keywords | ["huggingface","papers","research","trending","ai-summary","ai-keywords","machine-learning","community"] |
Search HF Papers for AI/ML research with AI-generated summaries and keywords. No API key required.
Three modes:
SCRIPT=$(find ~/.claude/plugins -path "*/ai-frontier/skills/hf-papers-search/scripts/search.mjs" 2>/dev/null | head -1)
# Search mode
node "$SCRIPT" "your query" [maxResults]
# Trending papers
node "$SCRIPT" --trending [maxResults]
# Paper detail by arXiv ID
node "$SCRIPT" --detail=<arxivId>
results[].tldr — AI-generated one-sentence summary (from HF)results[].key_methods — AI-extracted keywords/methodsresults[].source_specific.upvotes — community upvote countresults[].code_repos — GitHub repos when availableresults[].source_specific.organization — authoring organization# Search for papers on LoRA
node "$SCRIPT" "low-rank adaptation LoRA" 10
# Get today's trending papers
node "$SCRIPT" --trending 15
# Get details on a specific paper
node "$SCRIPT" --detail=2106.09685