Academic Research Bundle

Literature review, citation management, methodology design, peer-review workflows, hypothesis testing, and scholarly writing skills for researchers and academics.

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Included Skills (71)

  1. Academic Research Orchestrator — This multi-agent system conducts rigorous, domain-agnostic academic investigations and systematic reviews to assist researchers with complex evidence synthesis and high-quality report compilation.
  2. Automated Research Agent — Automates scientific research workflows, including hypothesis generation, experiment design, data analysis, and paper writing, benefiting researchers and scientists.
  3. Academic Review Panel — This tool simulates a five-person expert panel to provide comprehensive, multi-perspective manuscript evaluations and rigorous peer review feedback for academic researchers.
  4. Academic Research Orchestrator — This orchestrator manages the end-to-end academic research workflow, coordinating deep research, writing, and peer review stages to ensure high-quality, publication-ready manuscript development.
  5. Academic Writing Suite — This multi-agent pipeline assists researchers with comprehensive paper drafting, revision, citation management, and rebuttal auditing across multiple languages and academic formats.
  6. Research Evidence Retriever — This tool provides deterministic search and retrieval across scientific and policy databases to help researchers access reproducible, high-quality, and up-to-date evidence.
  7. Scientific Hypothesis Validator — This tool enables researchers and analysts to rigorously test claims by designing, executing, and evaluating comprehensive scientific research protocols with evidence-based confidence levels.
  8. PubMed Research Assistant — This skill enables researchers to perform advanced biomedical literature searches, execute complex E-utilities API queries, and automate systematic data extraction for scientific workflows.
  9. Evidence-Based Reading Assistant — This tool helps researchers and students perform deep analysis of complex documents by extracting evidence-backed insights, knowledge maps, and simplified conceptual explanations.
  10. Scientific Web Researcher — This tool enables researchers and developers to perform semantic web searches and extract technical content from URLs using advanced scholarly filtering capabilities.
  11. Academic Citation Manager — This tool helps researchers and writers systematically search, validate, format, and organize bibliographic metadata to ensure accurate and consistent academic documentation.
  12. AI Survey Generator — This tool assists researchers by automating the creation of structured, source-backed AI survey papers formatted as professional, self-contained HTML academic artifacts.
  13. Scientific Data Extractor — This tool retrieves structured experimental data from full-text scientific studies to assist researchers in conducting comprehensive literature reviews and evidence synthesis.
  14. Scientific Manuscript Assistant — This tool assists researchers by automating deep literature searches, structuring academic papers, and ensuring precise citation formatting for professional scientific manuscript submissions.
  15. LaTeX Template Converter — This skill automates the migration of academic LaTeX papers between different publisher templates, helping researchers efficiently reformat content for various journal submission requirements.
  16. Clinical Variant Interpreter — This tool retrieves structured public variant evidence and ClinGen validity assertions to assist bioinformaticians in performing deterministic, source-linked clinical variant interpretation.
  17. Clinical Study Design — Assists clinical teams in designing prospective studies by estimating endpoints, sample sizes, and feasibility, always requiring human oversight.
  18. Astronomy Data Toolkit — This toolkit provides essential Python functionality for astronomical research, enabling scientists to perform coordinate transformations, unit conversions, and complex data analysis tasks efficiently.
  19. Research Operations Orchestrator — This tool streamlines enterprise research by routing planning, funding, and synthesis tasks across clinical, financial, market, and product workstreams for research teams.
  20. Crossframe Research Assistant — This tool organizes complex Chinese textual analysis and conflict mapping for researchers utilizing the CrossFrame Suite for bidirectional reading and knowledge absorption.
  21. Jupyter Notebook Assistant — Assists data scientists and researchers with interactive data analysis, visualization, and reproducible research using Jupyter notebooks.
  22. Scientific Research Assistant — This skill provides structured guidance and analytical patterns to assist researchers in conducting rigorous scientific investigations and data analysis tasks effectively.
  23. Doc Parser — Doc Parser converts complex PDFs into clean, machine‑readable data by extracting tables, figures, headers, footers, and multi‑column text from academic papers and mixed‑layout documents. The structured outputs are immediately ready for analysis, enabling data analysts to automate extraction from intricate documents. Researchers and content managers benefit from accurate, ready‑to‑use data that streamlines their workflows.
  24. Hugging Face Papers — This tool retrieves and parses Hugging Face research paper metadata, helping AI developers quickly access linked models, datasets, and project repositories.
  25. Paperzilla Research Assistant — This tool enables researchers to interact with Paperzilla data to retrieve project recommendations, summarize canonical academic papers, and manage research feeds efficiently.
  26. Autonomous Research Assistant — This tool executes autonomous research workflows to plan, search, analyze, and synthesize complex information into detailed, cited reports for professional researchers.
  27. Hugging Face Publisher — This tool enables AI researchers and engineers to efficiently publish, manage, and link research papers to models and datasets on Hugging Face.
  28. Cancer Imaging Explorer — This tool enables researchers to query and download public cancer imaging datasets from the NCI Imaging Data Commons for medical analysis and research.
  29. Token-Efficient Web Research — This protocol optimizes web research by fetching only essential information, helping developers and researchers minimize token usage while maintaining high accuracy and efficiency.
  30. Research Operations Assistant — Assists product researchers and PMs with rigorous method selection and insight synthesis for trusted research repositories.
  31. Comprehensive Research Assistant — This tool provides concise, high-quality research briefs for professionals needing quick, actionable insights on complex topics, companies, or trends across multiple credible sources.
  32. Automated Research Analyst — This tool performs multi-source web research, adversarially verifies claims, and synthesizes cited reports to assist users needing comprehensive and accurate information.
  33. Research Prompt Architect — This tool transforms vague research requests into precise, self-contained prompts to help researchers execute complex tasks without requiring additional context or clarification.
  34. Chinese AI Humanizer — This tool detects and rewrites synthetic Chinese text to sound natural, helping writers reduce AIGC signals and adapt content for specific professional styles.
  35. AI Content Detector — Detects AI-generated text using rules, LLMs, and optional APIs, assisting with content auditing, academic integrity, and editorial review.
  36. Pacsomatic Workflow Assistant — This toolkit assists bioinformatics researchers by automating input validation, samplesheet generation, and execution management for nf-core/pacsomatic tumor-normal analysis pipelines.
  37. Chinese Structural Critic — This tool provides specialized structural analysis and critique for Chinese dossiers, article plans, and long-form essays to assist researchers and writers.
  38. NeMo Retriever Assistant — This tool enables AI agents to efficiently search and ingest documents via NeMo Retriever to provide grounded, evidence-based answers for complex tasks.
  39. Single-Cell Analysis Toolkit — This toolkit provides scalable Python workflows for single-cell RNA-seq data analysis, helping researchers perform quality control, clustering, and visualization of complex biological datasets.
  40. Real-Time Web Search — This skill provides real-time web-search-augmented LLM responses, aiding research assistants, fact-checkers, and anyone needing up-to-date information with cited sources.
  41. Persistent Knowledge Base — Incrementally build and maintain an interlinked Obsidian vault, creating a persistent personal knowledge base for long-term knowledge accumulation.
  42. Exa Research Assistant — This tool enables AI agents to perform real-time web, code, and company research using the Exa MCP protocol for accurate, up-to-date information retrieval.
  43. Parallel Research Orchestrator — This multi-agent system executes parallel research tasks using ten specialized agents to help researchers gather and synthesize complex information more efficiently.
  44. Research Knowledge Manager — This tool provides a structured governance framework for research teams to organize, tag, and discover insights to prevent duplicate studies.
  45. Deterministic Forecast Builder — This tool assists researchers in constructing single-member weather forecast inference scripts using the Earth2Studio framework for efficient climate modeling and analysis.
  46. Bioinformatics Computational Toolkit — This toolkit provides researchers and developers with essential Python utilities for sequence analysis, structural bioinformatics, and biological database integration to streamline computational biology workflows.
  47. Document Comprehension Analyst — This tool helps researchers and students deeply analyze documents by reconstructing arguments, mapping knowledge hierarchies, and applying the Feynman technique for durable learning.
  48. Autonomous Agent Explorer — This tool enables developers and researchers to discover, compare, and analyze autonomous AI agents and frameworks within the comprehensive AgentFolio directory.
  49. Statistical Modeling Assistant — This tool assists data scientists and researchers by providing comprehensive Python-based statistical modeling, econometric analysis, time series forecasting, and rigorous diagnostic testing capabilities.
  50. Yann LeCun Persona — This agent simulates Yann LeCun to provide expert insights on deep learning, neural networks, and AI research for developers and researchers.
  51. Mermaid Diagram Generator — This skill enables users to create professional scientific documentation by embedding standardized, version-controlled Mermaid diagrams directly into Markdown files for seamless technical visualization.
  52. DICOM Volume Converter — This tool converts CT DICOM series folders into HU NIfTI volumes for medical researchers and developers requiring precise affine-aligned imaging data.
  53. Climate Data Fetcher — This tool assists researchers in retrieving specific weather and climate datasets by generating accurate Earth2Studio scripts for seamless data integration.
  54. Olympiad Math Solver — Solves challenging competition math problems (IMO, Putnam, USAMO, AIME) using adversarial verification to catch errors and provide calibrated confidence.
  55. Genomic Variant Manager — This tool enables efficient storage, scalable ingestion, and high-performance querying of genomic variant data for researchers building cloud-native population genomics databases.
  56. UniProt Data Interface — This skill provides direct REST API access to UniProt, enabling researchers to perform protein searches, retrieve FASTA sequences, and map identifiers across biological databases.
  57. Cancer Dependency Analyst — This tool enables researchers to query DepMap data for gene dependency scores and drug sensitivity to identify potential oncology therapeutic targets.
  58. Molecular Design Platform — Tamarind provides cloud-based access to advanced open-source molecular design and structural biology tools, enabling researchers to perform complex protein modeling without local GPU requirements.
  59. Earth2Studio Resource Discovery — This tool assists climate researchers and developers in identifying appropriate Earth2Studio models, data sources, and examples for specific weather forecasting and modeling tasks.
  60. PDF Processing Toolkit — This skill provides comprehensive PDF manipulation capabilities, enabling developers to extract data, merge, split, and secure documents for efficient file management workflows.
  61. LeCun Debate Persona — This skill adopts Yann LeCun's persona to provide technical critiques of LLMs and analyze his intellectual debates regarding AI safety and development.
  62. Genomic Sequence Analyzer — This tool enables researchers to predict regulatory features, gene structures, and expression levels directly from DNA sequences using hosted transformer language models.
  63. Presentation Management Tool — This skill enables users to create, edit, analyze, and manipulate PowerPoint files, streamlining the workflow for professionals managing slide decks and presentation content.
  64. LeCun Philosophy Persona — This persona adopts Yann LeCun's pedagogical style and philosophical views on open-source AI to provide expert insights for researchers and students.
  65. DICOM Metadata Extractor — This tool extracts specific metadata from DICOM files and identifies potential PHI for researchers and developers working within medical imaging workflows.
  66. Biomedical Knowledge Explorer — This tool enables researchers to query the NCATS Translator ARAX API for precise, provenance-rich biomedical knowledge-graph relationships using standardized Biolink-constrained data lookups.
  67. Spatial Transcriptomics Generator — DeepSpot-M enables researchers to generate transcriptome-wide virtual spatial transcriptomics from H&E histology slides by predicting log1p-CPM gene expression values for tissue tiles.
  68. Obsidian Clipper Architect — This tool assists users in designing and validating custom JSON templates for the Obsidian Web Clipper to streamline structured content capture.
  69. AI Text Detector — This tool estimates the probability that a document was AI-generated, helping educators, publishers, and researchers triage content for potential authenticity concerns.
  70. Symbolic Mathematics Engine — This tool enables developers and researchers to perform exact symbolic computations, algebraic manipulations, and complex calculus operations using the Python SymPy library.
  71. Student Success Analytics — A comprehensive metrics framework that helps educators and program managers monitor student engagement, identify retention risks, and track the impact of interventions.