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Find your next superpower If you are an agent, refer to our llms.txt for full access.Consults papers when README and repository guidance leave specific questions about splits, preprocessing, evaluation, checkpoints, or runtime assumptions. Records conflicts and avoids replacing repository guidance by default.
Retrieves paper PDFs from DOIs, arXiv IDs, titles, citations, or lists. Tries Unpaywall, Semantic Scholar, repositories, and publisher sources, with institutional access by opt-in and Sci-Hub mirrors as a last-resort fallback.
Queries 18 scholarly APIs for literature, identifiers, abstracts, open-access PDFs, citation graphs, and author publications. Also covers deposited research records, institution identifiers, biomedical annotations, and journal access status with reproducible provenance.
Maps reviewer concerns to specific paper sections and applies targeted edits. Runs additional experiments when needed and checks whether revisions address the feedback.
Reproduces paper methods using a three-stage Paper2Code pipeline. Plans UML and dependency graphs, analyzes logic for each file, and generates code in dependency order.
Uses API research, build planning, and runtime verification to assess plugin compatibility after version changes. Maintains a matrix distinguishing tested compatibility from assumptions and supports accurate release claims.
Guides academic and research writing from initial planning through final polish. Supports structuring, revising, and improving research articles, conference papers, and technical reports.
Writes sections ranging from abstracts and introductions to methods, results, and conclusions. Applies guidance tailored to each section and refines the text in two passes.
Interact with Paperclip to check assignments, update issue status, post comments, and delegate work. Supports managing routines and calling control plane API endpoints for coordination and governance.
Covers Paperclip, an open-source orchestration platform for autonomous AI-agent companies. It supports organization charts, budgets, governance, and heartbeats.
Support governance-aware agent creation in Paperclip. Inspect adapter options, compare existing agent configurations, draft a new prompt and configuration, and submit a hire request.
Create and iterate on external Paperclip plugins through a CLI-first workflow. Covers scaffolding, local development, installation into Paperclip, and plugin authoring documentation updates.
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npx skillycli add owner/repo --skill name