claudeArchived

ai-frontier

Deep research intelligence for Claude and agents — access, understand, and apply SOTA scientific research from arXiv, Semantic Scholar, Hugging Face Papers, and Perplexity

0 on GitHubby Jesper Vangv1.1.0MITupdated 8 months ago

Not in a marketplace yet, so it loads for one session with --plugin-dir.

Plugin ai-frontier in flight505/ai-frontier. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (5)

  • arxiv-search

    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.

  • hf-papers-search

    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.

  • perplexity-search

    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 Use when academic APIs return foundational papers but you need to know what's CURRENT — what has superseded older methods, what practitioners actually use today, and what was released in the last weeks/months.

  • semantic-scholar-search

    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.

  • using-ai-frontier

    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.

Subagents (4)

  • architecture-evaluator

    Evaluates codebase architecture against SOTA research. Use when Claude needs to assess whether an architecture, pattern, or approach is optimal — produces research-backed gap analysis with actionable recommendations. Bridges code analysis with academic literature.

  • implementation-guide

    Bridges from research paper to actionable implementation guidance. Use when Claude has identified an approach and needs to understand how to implement it — produces pseudocode, architecture, and adaptation guide.

  • literature-reviewer

    Conducts multi-source literature review producing structured knowledge synthesis. Use when Claude needs to understand what a research field knows about a topic — consensus, frontier, open questions, and key papers.

  • method-analyst

    Deep comparison of specific methods or architectures. Use when Claude needs to decide which approach to use — produces structured tradeoff analysis with recommendation.

Hooks (2)

  • PostToolUse

    python3 ${CLAUDE_PLUGIN_ROOT}/hooks/validate-research-output.py

  • SubagentStop

    python3 ${CLAUDE_PLUGIN_ROOT}/hooks/validate-synthesis-output.py

View source on GitHub

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