GitHub
m4-research
Start a structured clinical research session. Triggers on "/research", "start research", "new study", "analyze cohort", "investigate hypothesis", "research question", or when users describe clinical research go...
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business computational chemistry AI 技能
发现 business computational chemistry 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: business computational chemistry
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GitHub
sofa-score
Calculate SOFA (Sequential Organ Failure Assessment) score for ICU patients in MIMIC-IV. Use for sepsis severity assessment, organ dysfunction quantification, mortality prediction, or Sepsis-3 criteria evaluati...
☆ 12查看技能
GitHub
first-icu-stay
Identify first ICU stays and first hospital admissions in MIMIC-IV for cohort selection. Use to exclude readmissions, create independent observations, or build adult patient cohorts.
☆ 12查看技能
GitHub
oasis-score
Calculate OASIS (Oxford Acute Severity of Illness Score) for ICU patients in MIMIC-IV. Use for mortality prediction with fewer variables than APACHE/SAPS, or when lab data is limited.
☆ 12查看技能
GitHub
kdigo-aki-staging
Calculate KDIGO AKI (Acute Kidney Injury) staging for ICU patients in MIMIC-IV using creatinine and urine output criteria. Use for nephrology research, AKI outcome studies, or renal function monitoring.
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GitHub
baseline-creatinine
Estimate baseline serum creatinine for AKI assessment in MIMIC-IV. Use for KDIGO staging, AKI research, or renal function baseline establishment.
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GitHub
mimic-eicu-mapping
Map equivalent concepts between MIMIC-IV and eICU databases. Use for multi-database studies, external validation, or understanding structural differences between databases.
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GitHub
sirs-criteria
Calculate SIRS (Systemic Inflammatory Response Syndrome) criteria for ICU patients in MIMIC-IV. Use for historical sepsis definitions, inflammatory response assessment, or research comparing SIRS vs Sepsis-3.
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GitHub
skill-model-checker
Research and develop semantic theories using ModelChecker with Z3 SMT solver. Define operators, adjust frame constraints, create examples, run tests, and report findings. Invoke with /mc or when working with mo...
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GitHub
skill-researcher
Conduct general research using web search, documentation, and codebase exploration. Invoke for non-Lean research tasks.
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GitHub
skill-python-research
Research Python/Z3 patterns and APIs for semantic theory development. Invoke for Python-language research tasks.
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GitHub
checking-chembl-for-structured-sar-data
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
☆ 12查看技能
GitHub
subagent-driven-literature-review
Use parallel subagents for large-scale paper screening and deep dive analysis
☆ 12查看技能
GitHub
sampler
Launch and manage D3 (DNA Discrete Diffusion) sampling experiments on SLURM clusters. This skill handles job submission, WandB tracking, and result management for genomic datasets (LentiMPRA, DeepSTARR, Promote...
☆ 11查看技能
GitHub
effect-regex
Expert regex pattern generation, optimization, testing, and explanation using deterministic AST-based construction. Use when user needs to create, test, optimize, or understand regex patterns, parse CLI command...
☆ 11查看技能
GitHub
malware-report-writer
Professional malware analysis report creation for enterprise malware analysis and incident response. Use when the user needs to create, structure, or improve a malware analysis report, write technical documenta...
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GitHub
malware-triage
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, identif...
☆ 11查看技能
GitHub
detection-engineer
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 find...
☆ 11查看技能
GitHub
evaluation-harness
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI systems", "quality assurance", or "model benchmark...
☆ 10查看技能
GitHub
threat-model-generator
Creates comprehensive threat models using STRIDE methodology with asset identification, threat enumeration, mitigation strategies, and residual risk assessment. Use for "threat modeling", "security analysis", "...
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GitHub
structural-biology
Structural biology analysis including protein structure validation, AlphaFold interpretation, and structural comparisons
☆ 10查看技能
GitHub
metabolomics
Metabolomics-specific analysis strategies and domain knowledge
☆ 10查看技能
GitHub
check
Full Reality Check analysis - fetch source, perform 3-stage analysis, extract claims, register to database, and validate. The flagship command for rigorous source analysis.
☆ 10查看技能
GitHub
factory-spec
Phase MODEL - Génère specs + ADR + rules
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。