awslabs

216 mods in 12 plugins, 17 repositories, 23k stars between them.

multi-omics-pipeline

145

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Pipeline skill for multi-omics data processing and integration. Use when the user asks to map gene IDs between HGNC Ensembl and UniProt, convert between omic data formats, run batch correction with ComBat or ComBat-seq, perform GSEA or over-representation analysis on multi-omic results, run consensus clustering on…

17 1mo ago A 189 tokens MIT-0

ngs-quality-control

146

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

NGS quality control pipeline for short-read sequencing data. Triggers on FastQC, QC, quality control, adapter trimming, coverage, mosdepth, Picard metrics, fastp, MultiQC, sequencing QC, BAM QC, WGS/WES coverage analysis.

17 1mo ago A 58 tokens MIT-0

pa-clinical-policy

147

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reasoning skill for prior authorization clinical policy evaluation. Use when the user asks about payer clinical criteria, step therapy requirements, medical necessity definitions, CMS LCD/NCD coverage rules, appeals documentation strategy, formulary tier implications, or FHIR Da Vinci PAS implementation guidance.…

17 1mo ago A 124 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Pipeline skill for automating prior authorization decision workflows. Use when the user asks to parse PA request data (X12 278 or FHIR PAS bundles), extract clinical features for adjudication, build rules-based PA decision engines, train ML classifiers on historical PA decisions, analyze denial patterns, or generate…

17 1mo ago A 150 tokens MIT-0

pharmacoepidemiology

149

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reason about pharmacoepidemiologic study design for causal inference from real-world data — choosing active comparator new-user designs, emulating target trials, avoiding immortal time bias, handling time-varying confounding with marginal structural models, and selecting propensity score methods. Use when the user…

17 1mo ago A 227 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Pipeline skill for protein structure analysis covering PDB/mmCIF parsing, RMSD superposition, Ramachandran/dihedral analysis, binding pocket detection, contact maps, B-factor flexibility, DSSP secondary structure, and format conversion. Triggers on PDB, protein structure, RMSD, Ramachandran, binding pocket, Biopython…

17 1mo ago A 100 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reasoning skill for healthcare revenue cycle denial management. Use when the user needs to appeal a claim denial, draft a payer-ready denial appeal letter, analyze a denial reason code, or determine whether a denied claim should be overturned, pended, or accepted. Triggers include "appeal a claim denial", "draft…

17 1mo ago A 201 tokens MIT-0

quality-measures

152

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Pipeline skill for computing HEDIS quality measures from claims and clinical data. Use when the user asks to calculate HEDIS measure rates, check continuous enrollment, build denominator/numerator logic, detect care gaps, compute utilization rates, identify high-cost claimants, or score risk stratification indices.…

17 1mo ago A 125 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reason about quantitative proteomics experiment design and data analysis strategy. Use when the user asks to choose between LFQ, TMT, and DIA quantification; select an imputation method for missing values; pick a normalization strategy; interpret differential expression results from proteomics data; evaluate ratio…

17 1mo ago A 236 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Structural MRI/CT preprocessing pipeline for radiology workflows covering skull stripping, bias field correction, registration, and intensity normalization. Triggers on skull stripping, bias correction, registration, ANTs, FSL, HD-BET, N4, brain extraction, normalization, FLIRT, FNIRT, SyN, fslreorient2std, MNI…

17 1mo ago A 82 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reasoning skill for CMS-HCC risk adjustment strategy and methodology. Use when the user asks about CMS-HCC model versions V24 or V28, blended transition methodology, ICD-10-to-HCC mapping logic, disease interaction hierarchies, RAF score methodology, risk adjustment factor calculation, coding gap identification…

17 1mo ago A 171 tokens MIT-0

risk-adjustment

156

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Pipeline skill for CMS-HCC risk adjustment calculation and coding gap identification. Use when the user asks to apply the ICD-10-to-HCC crosswalk, calculate RAF scores, resolve disease hierarchies programmatically, identify coding gaps from Rx or lab proxies, project member-level risk scores, build a risk adjustment…

17 1mo ago A 162 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reasoning skill for clinical risk stratification index selection and interpretation. Use when the user asks about LACE scores, Charlson Comorbidity Index, Elixhauser Index, readmission risk scoring, comorbidity weighting, SDOH Z-codes, Area Deprivation Index, or population health stratification methods.

17 1mo ago A 72 tokens MIT-0

rna-seq-analysis

158

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Bulk RNA-seq analysis pipeline covering alignment (STAR), quantification (Salmon, featureCounts), and differential expression (DESeq2). Triggers on RNA-seq, STAR, Salmon, DESeq2, differential expression, gene expression, tximport, featureCounts, transcriptomics, "bulk RNA-seq", "STAR alignment", "Salmon…

17 1mo ago A 103 tokens MIT-0

rwd-cohort-analysis

159

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Real-world data cohort analysis pipeline for claims and EHR data — cohort identification with ICD-10, NDC, and CPT codes, medication adherence metrics (PDC/MPR), propensity score estimation and balance diagnostics, Kaplan-Meier survival curves, and Cox proportional hazards models. Use when the user mentions claims…

17 1mo ago A 124 tokens MIT-0

scrna-seq-pipeline

160

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Scanpy-based single-cell RNA-seq analysis pipeline covering loading (10X, h5ad), QC, normalization, HVG selection, PCA/UMAP, Leiden clustering, differential expression, and batch correction (Harmony, scVI). Use when the user mentions single-cell, scRNA-seq, Scanpy, AnnData, UMAP, clustering, 10X, h5ad, leiden, highly…

17 1mo ago A 174 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reasoning skill for structure-based drug design strategy. Use when the user asks to assess target druggability, choose a docking strategy, select a scoring function, define a binding site, interpret docking results, plan molecular dynamics or free energy perturbation (FEP), design a virtual screening cascade, or…

17 1mo ago A 150 tokens MIT-0

trajectory-analysis

162

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Single-cell trajectory inference pipeline covering diffusion pseudotime (DPT), PAGA, RNA velocity with scVelo, and fate mapping with CellRank. Use when the user mentions pseudotime, trajectory, lineage, differentiation, RNA velocity, scVelo, CellRank, PAGA, diffusion map, fate probabilities, terminal states…

17 1mo ago A 141 tokens MIT-0

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Reason about translational research problems in HCLS — especially neurology and hypothesis validation. Use when the user asks to design a validation study, evaluate a target, qualify a biomarker, choose endpoints, critique a preclinical-to-clinical plan, pick a trial design (basket/umbrella/platform), plan multimodal…

17 1mo ago A 183 tokens MIT-0

variant-calling

164

awslabs/hcls-agent-skills

Skill Claude CodeCodex ✓ vendor

Germline and somatic short-variant calling pipeline for Illumina short-read data. Use when the user mentions BWA, BWA-MEM2, GATK, HaplotypeCaller, Mutect2, VCF, GVCF, VQSR, variant calling, germline, somatic, SNV, or indel calling from FASTQ/BAM.

17 1mo ago A 83 tokens MIT-0

aws-startup-advisor

165

awslabs/startups

Plugin Claude Code ✓ vendor

Bundles 9 skills, 6 agents, 1 hook, 4 MCP servers · 2,697 tokens together

Personalized AWS guidance built on patterns from 350,000+ startups—architecture, cost, security, and migration, from day-one account setup to production-ready infrastructure. Migrate to AWS from GCP or Heroku—including your entire AI stack: OpenAI/Gemini/Anthropic SDK rewrites to Amazon Bedrock, agentic systems…

16 yesterday A tokens not measured original Apache-2.0

awslabs/startups

Plugin Claude Code ✓ vendor

Bundles 2 skills · 364 tokens together

Technical AWS solutions for the problems startups get stuck on, from the AWS Startups Solution Architecture team. Multi-tenant SaaS isolation enforced in IAM rather than application code, and running a judgment agent such as an LLM reviewer inside a CI path. Startup here means the technical constraints are startup…

16 yesterday A tokens not measured original Apache-2.0

awslabs/amazon-datazone-mcp-server

MCP server Claude CodeCodexCursor +2 ✓ vendor

MCP server for AWS DataZone service - enables LLMs to interact with DataZone for data governance, cataloging, and management. Runs locally from the amazon-datazone-mcp-server Python package.

6 6mo ago A tokens not measured

sraverify-mcp

168

awslabs/sra-verify-mcp

MCP server Claude CodeCodexCursor ✓ vendor

An AWS Labs Model Context Protocol (MCP) server for sraverify. Runs locally from the sraverify-mcp Python package.

2 3mo ago A tokens not measured original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: