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Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise mode…
Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research…
Drafting and review of clinical/biomedical research manuscripts following IMRaD structure and applicable reporting guidelines (TRIPOD+AI for prediction models, CONSORT-AI for clinical trials with AI, …
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OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content m…
Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a journal…
Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification. Use when the user needs detailed information about a specific paper.
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX e…
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Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggre…
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Download a paper PDF/CAJ from CNKI. Requires user to be logged in. Use when user wants to download a specific paper.
Search for journals/publications on CNKI by name, ISSN, CN, or sponsor. Use when the user wants to find a specific journal or browse publications.
Parse current CNKI search results page into structured paper data (title, authors, journal, date, citations). Use after a search has been performed and you need to extract the results.
Codex-native science workflow orchestrator for research strategy, literature synthesis, PDF/paper exploration, manuscript and figure work, indication dossiers, clinical trial protocols, single-cell an…
Generate and stress-test six evidence-specific research framings from an evidence pack before a project story is chosen.
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Reporting of statistical analyses in clinical/biomedical manuscripts according to STROBE, TRIPOD+AI and journal expectations. Covers descriptive statistics, hypothesis testing, regression models (logi…
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Export paper from CNKI and push to Zotero, or save as RIS file. Use when user wants to save a paper to Zotero or export citation data.
Browse journal issues, view table of contents, and download original TOC PDF from CNKI. Use when user wants to see papers in a specific journal issue or download the original cover/TOC pages.
Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.
Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow. Aligns runs at the student's current step (never current-vs-final-of-baseline) and separates proxy metrics from do…