Build and clean academic reference lists by retrieving publication details from paper identifiers. Generate BibTeX, a bibliography file format, verify citation information against source records, and find duplicate or incomplete entries before manuscript submission.
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Search ChEMBL for compounds by name, chemical structure, or properties. Retrieve biological activity measurements, target information, and drug mechanisms to investigate inhibitors and compare how structural differences relate to measured activity.
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Turn feature ideas and behavior changes into agreed designs before implementation. Clarify goals through one question at a time, compare alternative approaches, review the design in sections, and save a design document before moving to implementation planning.
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Work with DNA, RNA, and protein sequences in Python. Read and convert biological files, compare sequences, search for similar sequences with BLAST, retrieve NCBI records, analyze protein structures, and build or visualize evolutionary trees.
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Look up biological evidence about genes, variants, diseases, pathways, and proteins across databases. Map identifiers between sources and organize findings into comparison tables that preserve source names, query terms, access dates, and access limitations.
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Design backend systems with clear boundaries between business rules, databases, and external services. Use Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to organize new applications, refactor existing code, and make core logic easier to test.
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Create original generative art with p5.js, using code to produce patterns and motion. Receive a written artistic concept and an interactive HTML viewer with adjustable parameters, reproducible random variations, seed navigation, and PNG downloads.
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Cancel the local compatibility-mode state used by Ralph loops in Codex. The bundled PowerShell script removes active state and reports the current iteration, or reports that no active loop state was found.
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Retrieve stock prices, exchange rates, cryptocurrency prices, company financial statements, and economic indicators through the Alpha Vantage API. It also covers historical data, news sentiment, and technical indicators, which summarize price and trading patterns.
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Route document tasks to specialized skills for PDFs, Word files, spreadsheets, slides, or posters. Clarify the required format, sequence multiple outputs, preserve supplied templates, and report file locations with practical checks for reviewing the results.
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Analyze time series, observations ordered over time, using aeon in Python. Build classification, prediction, and clustering workflows, detect unusual patterns or changes, and compare methods through an interface compatible with scikit-learn.
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Coordinate specialized AI agents to develop research hypotheses, plan methods, run computational experiments, search literature, and draft journal-formatted LaTeX papers. Start from a dataset description or supply existing ideas, methods, and results at individual stages.
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Manage complex agent tasks through agreed requirements, plans, execution, verification, and cleanup. The workflow sets approval boundaries, assigns skills to defined work units, records evidence, and reports verified deliverables alongside any remaining blockers.
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Carry a software project from requirements and design through implementation, testing, debugging, and deployment. Tracks progress in files, works through features incrementally, and resumes interrupted development, supporting new projects and broad refactoring efforts.
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Search ClinicalTrials.gov for studies by condition, drug, location, recruitment status, or phase. Retrieve trial details and eligibility criteria, summarize study information, and export results as CSV for research analysis or reviewing potential trial matches.
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Find official documentation for a library, framework, or API and match it to the version in use. Get source-backed answers and focused code examples, with any details that could not be verified clearly identified.
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Organize Word comments alongside the passages they refer to, draft individual responses, and add threaded replies to a new document. Produces context reports and reply templates, then checks the resulting document structure.
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Create, edit, and examine Word documents while preserving formatting. This skill supports text extraction, comments, and tracked changes, helping agents prepare new documents and make precise revisions that reviewers can inspect.
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Clean up AI-written code by reviewing branch changes against main. Remove unnecessary comments, excessive defensive checks, and casts that bypass type issues, while preserving legitimate changes and matching the surrounding code style.
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Compare current benchmark results, measurements of performance, with historical baselines to identify degradation between builds. Produce a comparison summary, rank affected metrics by severity, and outline questions for further investigation.
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Investigate unusual transactions, sensor spikes, rare failures, and other suspicious records. The skill helps compare anomaly detection methods and thresholds, prepare records for human review, and plan checks for false alarms and missed anomalies.
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Compare viable design approaches through different perspectives by routing to vibe’s Dialectic Mode. Receive a concise account of shared conclusions, disagreements and their reasons, overlooked issues, and a recommended combined approach.
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Create charts from existing CSV files, tables, or query results to show trends, distributions, comparisons, and relationships. The skill guides chart selection and axis choices for everyday analysis, presentation slides, and simple dashboards.
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Read, create, and edit .docx documents with python-docx, then render pages for visual inspection. Organize headings, tables, and lists, and check spacing, alignment, pagination, and readability before delivering the finished document.
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