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valency-oss

@valency-oss source repo

7 published skills

  1. ▌
    Network · valency-oss
    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 connections between researchers', or 'how has X's work drifted from their coauthors'. Also invokable as /valency:network <author_name>.
    0 installs
  2. ▌
    Profile · valency-oss
    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>.
    0 installs
  3. ▌
    Similar · valency-oss
    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 /valency:similar <paper_id_or_title>.
    0 installs
  4. ▌
    Landscape · valency-oss
    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 <topic_or_category>.
    0 installs
  5. ▌
    Reading List · valency-oss
    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 'what should I read next' style requests anchored on a specific researcher. Also invokable as /valency:reading-list <author_name>.
    0 installs
  6. ▌
    Fresh Collaborators · valency-oss
    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 collaboration network beyond their current circle. Triggers on requests to find recent, relevant researchers who are NOT in an author's existing coauthor list. Also invokable as /valency:fresh-collaborators <author_name>.
    0 installs
  7. ▌
    Trends · valency-oss
    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 <keyword_or_category>.
    0 installs