paper-implementation
Implement research papers from arxiv. Use when the user provides an arxiv link, asks to implement a paper, or wants to reproduce research results.
Implement research papers from arxiv. Use when the user provides an arxiv link, asks to implement a paper, or wants to reproduce research results.
根据 Rubric 评审 Anthropic Cookbook notebook。当请求 notebook 审查或审计时使用。
Akademiskt skrivande med vetenskaplig stringens — svenska eller engelska. [VAD] Uppsatser, rapporter, avhandlingar, litteraturöversikter, papers enligt högskolestandarder. IMRAD-struktur, Harvard/APA-referenshantering. Tvåspråkig skill. [NÄR] Use when: akademisk, vetenskaplig, uppsats, rapport, avhandling, litteraturöversikt, forskningstext, Harvard-referens, APA-referens, kandidat, master, doktorand, paper, thesis [SPRÅK] Svenska eller engelska — matcha input eller fråga [EXPERTISE] Academic writing, methodology, source criticism, qualitative/quantitative (SV/EN)
Browse and search the complete SOP library extracted from Lenny's Podcast. Use when: looking for specific frameworks, browsing available SOPs, or needing to find the right framework for a situation. Contains 225 SOPs across 15 domains from 80+ expert sources.
Analyze live weather station integrations, validate data sources, and identify spots missing live conditions
Import RAO (Response Amplitude Operator) data from external sources including AQWA, OrcaFlex, and CSV files. Includes validation, interpolation, and conversion for OrcaFlex vessel type creation.
Validates synthetic lethality claims from CRISPR knockout screens using BioGRID ORCS 5-phase workflow. This skill should be used when the user asks to "validate synthetic lethality", "query CRISPR essentiality data", "find gene dependencies", "compare cell line screens", or mentions BioGRID ORCS, gene knockout data, essentiality scores (CERES, MAGeCK, BAGEL), or asks to validate claims from published CRISPR papers.
Queries protein databases (UniProt, STRING, BioGRID) via curl for protein lookups, protein-protein interactions, functional enrichment analysis, and cross-database ID mapping. This skill should be used when the user asks to "find protein interactions", "analyze interaction networks", "perform GO enrichment", "map protein IDs", or mentions PPI networks, UniProt accessions, STRING scores, BioGRID interactions, or protein ID conversion between databases.
Queries genomic databases (Ensembl, NCBI, HGNC) via curl for gene lookup, variant annotation, orthology, and cross-database ID resolution. This skill should be used when the user asks to "annotate variants", "find orthologs", "map gene IDs", "analyze linkage disequilibrium", or mentions gene symbols, ENSG IDs, HGNC identifiers, VEP annotation, LD analysis, HGVS notation, or DNA sequences.
Viscous damping analysis specialist for OrcaWave. Handles parametric damping studies, roll damping optimization, critical damping calculations, and comparison with model test data for vessel motion tuning.
Verify OrcaFlex model results against industry standards (DNV, API, ISO). Perform capacity checks, safety factor verification, and compliance reporting for offshore structures.
Iterate mooring line lengths to achieve target pretensions using scipy optimization, Newton-Raphson, or EA-based methods. Use for mooring system design, pretension optimization, and CALM/SALM buoy configuration.
Generate OrcaFlex models from templates using component assembly with lookup tables for vessels, risers, materials, and environments.
Compare results across multiple OrcaFlex simulations for design verification, sensitivity studies, and configuration comparison. Includes pretension, stiffness, and force distribution analysis.
Queries pharmacology databases (ChEMBL, PubChem, DrugBank, IUPHAR) via curl for drug mechanisms, target identification, bioactivity profiling, and indication discovery. This skill should be used when the user asks to "find drug mechanisms", "identify drug targets", "analyze bioactivity data", "discover drug indications", or mentions ChEMBL IDs, mechanisms of action, IC50/Ki values, drug-target relationships, or compound similarity searches.
Setup, configure, and run OrcaFlex hydrodynamic simulations using the universal runner. Use for marine/offshore analysis including static analysis, dynamic simulations, mooring analysis, and batch processing of OrcaFlex models.
Perform modal and frequency analysis on OrcaFlex models to extract natural frequencies, mode shapes, and identify dominant DOF responses. Use for VIV assessment, resonance identification, and structural dynamics characterization.
Systematic malware triage and initial assessment workflow for professional malware analysis. Use when the user needs to perform initial malware assessment, classify samples, determine analysis priority, identify quick indicators, or decide on next analysis steps. Also use for rapid malware identification and threat classification.
Multi-body hydrodynamic interaction specialist for OrcaWave. Handles coupled vessel analysis, side-by-side operations, FPSO-tanker interactions, gap resonance, and hydrodynamic shielding effects.
Configure 6-DOF vessels in OrcaFlex with hydrodynamic properties, RAO import from AQWA, and vessel type creation. Covers initial position, orientation, calculation settings, and motion options.
Create and analyze OrcaFlex models for offshore installation sequences including subsea structure lowering, pipeline installation, and crane operations. Generate models at multiple water depths and orientations for installation feasibility studies.
Integrate with AQWA hydrodynamic software for RAO computation, damping analysis, and coefficient extraction. Use for AQWA file processing, RAO calculation, hydrodynamic coefficient extraction, and pre/post processing workflows.
Create detection rules and hunting queries from malware analysis findings. Use when you need to write Sigma rules for SIEM, Suricata rules for network IDS, defang IOCs for safe sharing, or convert analysis findings into actionable detection content for SOC teams and threat hunters.