claudeArchived

valency

Search, profile, and analyze millions of research papers with semantic embeddings.

0 on GitHubby Valency Systems Incv0.2.2MITupdated 21 days ago
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Plugin valency from marketplace valency-plugin in valency-oss/valency-claude-plugin. Commands read from the repo's manifest — 19 days 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 (7)

  • fresh-collaborators

    Use when the user asks who a researcher should be talking to that they aren't already, wants to find new potential collaborators outside an existing network, asks 'who else is doing this work', 'who should X meet', 'who are the new faces in this field', or wants to expand a researcher's collaboratio

  • landscape

    Use when the user asks for an overview of a research field, wants to understand a domain's key players, or asks 'what's happening in X' or 'give me a landscape of X'. Triggers on requests for field summaries, top authors in an area, or subdomain breakdowns. Also invokable as /valency:landscape <topi

  • network

    Use when the user asks about a researcher's collaborators, co-authors, research network, wants to map who works with whom, or wants to see how a researcher's focus has diverged from their collaborators. Triggers on questions like 'who does X collaborate with', 'show me X's network', 'find connection

  • profile

    Use when the user asks about a researcher's work, publications, research areas, collaborators, or academic profile. Triggers on questions like 'who is X', 'what does X work on', 'show me X's papers', or 'tell me about X' in a research context. Also invokable as /valency:profile <author_name>.

  • reading-list

    Use when the user asks what a researcher should be reading, wants a curated bibliography for a researcher's interests, asks 'what should X read', 'find me adjacent work to X's research', or wants to know what literature surrounds an author's body of work. Triggers on reading-list, bibliography, or '

  • similar

    Use when the user wants to find papers similar to a specific paper, asks 'what's related to this paper', 'find me more like this', or wants to explore the neighborhood around a known paper. Triggers on paper IDs, arXiv IDs, DOIs, or paper titles followed by a similarity request. Also invokable as /v

  • trends

    Use when the user asks how a research topic has changed over time, wants publication volume trends, asks 'is X growing', 'when did X take off', or wants to compare the trajectories of two fields. Triggers on trend, growth, or timeline questions about research areas. Also invokable as /valency:trends

Hooks (1)

  • SessionStart

    python3 ${CLAUDE_PLUGIN_ROOT}/hooks/detect_mcp_prefix.py

View source on GitHub valency.io

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