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chem-sorption-gcmc
Calculates gas adsorption isotherms via BVT/GCMC Monte Carlo simulations in a porous framework using MLIP.
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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
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chem-spectrum-matcher
Match an experimental spectrum (1H NMR, 13C NMR, IR) against predicted or database reference spectra for candidate ranking and structure confirmation. Supports local catalog lookup, public database fa…
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chem-vibration
Calculate vibrational frequencies, normal modes, zero-point energy, and IR spectra of molecules and clusters using MLIPs.
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chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production c…
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cirq
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…
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clinical-decision-support
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…
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clinical-paper-writing
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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clinical-treatment-plan-generator
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chem-sorption-relax
Prepares supercells for porous frameworks based on minimum interplanar distance and relaxes them using standard MLIP relaxation tools.
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chem-thermochemistry
Compute gas-phase thermodynamic quantities (H, S, G) and reaction thermochemistry (ΔH, ΔS, ΔG) using MLIPs with the ideal-gas/rigid-rotor/harmonic-oscillator approximation.
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chembl-database
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cie-did-identification
Use when the identification strategy for a 《中国工业经济》 (China Industrial Economics) manuscript is multi-period / staggered DID or an event study. Mandates parallel-trends event-study plots, placebo tests…
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citation-management
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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clinical-differential-diagnosis
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clinical-reports
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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clinical-trials-database
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chem-sorption-widom
Calculates Henry coefficient and heat of adsorption for a gas in a porous framework using Widom insertion with any supported MLIP.
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chem-ts-optimization
Optimize non-periodic molecular TS guesses and verify first-order saddle point from vibrational modes.
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china-sport-science-and-technology
Use when targeting 《中国体育科技》(China Sport Science and Technology) — the CSSCI applied/competitive sport-science journal from the China Institute of Sport Science (国家体育总局体育科学研究所), sibling to 《体育科学》. Best…
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cie-fit-positioning
Use to judge whether a manuscript fits 《中国工业经济》 (China Industrial Economics) before drafting, and to re-route if it is theory-heavy (→经济研究 / 经济学季刊), management/case/survey (→管理世界), finance-mechanism (…
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clean-room-framing-options
Generate and stress-test six evidence-specific research framings from an evidence pack before a project story is chosen.
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clinical-guideline-navigator
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clinical-statistics-reporting
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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clinvar-database
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