Best database schema design skills, page 5

Multi-axis adversarial review using friction engineering. An agent skill from ThibautBaissac/rails_ai_agents.

ThibautBaissac/rails_ai_agents

Query the RxNorm drug naming and normalization API. An agent skill from QSong-github/DrugClaw.

QSong-github/DrugClaw

Bead-based normalization for CyTOF and high-parameter flow cytometry.

FreedomIntelligence/OpenClaw-Medical-Skills

Load and preprocess imaging mass cytometry (IMC) and MIBI data.

FreedomIntelligence/OpenClaw-Medical-Skills

Preprocessing and harmonization of multi-omics data before integration.

FreedomIntelligence/OpenClaw-Medical-Skills

Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python).

FreedomIntelligence/OpenClaw-Medical-Skills

Perform differential expression analysis using edgeR in R/Bioconductor.

FreedomIntelligence/OpenClaw-Medical-Skills

Quality control and normalization for metabolomics data. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

FreedomIntelligence/OpenClaw-Medical-Skills

Quality control, filtering, normalization, and feature selection for spatial transcriptomics data.

FreedomIntelligence/OpenClaw-Medical-Skills

UI polish and interface-completion reference: the small visual details — concentric border radius, optical alignment, shadow-vs-border, motion easing, typography smoothing, tabular numbers, icon…

modu-ai/moai-adk

Optimize RMS Normalization kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw.

alirezarezvani/claude-skills

Identify differentially accessible chromatin regions across conditions using DiffBind, csaw, DESeq2, or edgeR.

GPTomics/bioSkills

Quantifies alternative splicing as PSI (percent spliced in) from RNA-seq using rMATS-turbo (BAM-based event), SUPPA2 (TPM-based event), MAJIQ V3 (LSV-based Bayesian), leafcutter (annotation-free…

GPTomics/bioSkills

A skill your agent uses when designing database schemas, creating or modifying tables, choosing column types, adding indexes, or working with the Butterbase declarative schema DSL

butterbase-ai/butterbase-skills

Write TypeORM migrations in the Packmind monorepo to manage and version database schema changes with consistent logging, reversible rollbacks, and shared helpers.

PackmindHub/packmind

Define implementation contracts (APIs and data models) that developers will build against during PRD v0.6 Architecture.

mattgierhart/PRD-driven-context-engineering

A skill your agent uses when the user says 'migration', 'schema change', 'database migration', 'alter table', 'add column', 'change type', 'rollback plan', or needs safe database schema evolution…

cwinvestments/memstack

A skill your agent uses when creating or altering database tables in Supabase or PostgreSQL projects.

cwinvestments/memstack

A skill your agent uses when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visualization or exploratory…

aipoch/medical-research-skills

Design schemas and migrations, tune queries, or plan vector retrieval and database operations.

first-fluke/oh-my-agent

Bead-based signal normalization and cross-batch harmonization for CyTOF and high-parameter cytometry - EQ four-element bead normalization of instrument sensitivity drift (CATALYST normCytof…

GPTomics/bioSkills

Generates, normalizes, and converts bedGraph signal tracks (4-column chrom/start/end/value, 0-based half-open) with bedtools genomecov, deepTools bamCoverage/bamCompare/bigwigCompare, bedtools…

GPTomics/bioSkills

Renders Hi-C contact matrices honestly and reproducibly with matplotlib, cooltools, HiCExplorer, pyGenomeTracks, FAN-C, CoolBox, and plotgardener.

GPTomics/bioSkills

Assigns honest lipid annotation levels, designs class-based internal-standard quantification, and runs lipid-aware differential and enrichment analysis with lipidr, guarding against…

GPTomics/bioSkills

Runs the MS-DIAL preprocessing workflow (peak picking, MS2Dec spectral deconvolution, alignment, gap-filling) and imports the alignment-result table into R or Python with honest filtering.

GPTomics/bioSkills

Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement…

GPTomics/bioSkills

Programmatic untargeted LC-MS feature extraction in R with the modern xcms 4.x MsExperiment/XcmsExperiment API, taking raw mzML to a feature table via CentWave peak detection, retention-time…

GPTomics/bioSkills

Turns shotgun classifier output into a defensible abundance table with Bracken Bayesian re-estimation, then compositional treatment (CLR, zero handling), library-size normalization, reference-frame…

GPTomics/bioSkills

Turns raw Illumina Infinium methylation BeadChip IDATs (450K, EPIC, EPICv2) into a defensible beta/M matrix with sesame (openSesame/SigDF) or minfi (RGChannelSet - MethylSet - GenomicRatioSet).

GPTomics/bioSkills

Performs probe filtering and sample-level QC on Illumina Infinium methylation arrays (450K / EPIC / EPICv2) to decide which probes and samples to trust.

GPTomics/bioSkills

Standardizes molecular structures using the ChEMBL structure pipeline for normalization and parent selection plus RDKit rdMolStandardize for explicit custom steps such as tautomer canonicalization…

GPTomics/bioSkills

Loads mass-spectrometry data into Python/R and strips the search engine's bookkeeping before any number is trusted -- removes decoys (REV/Reverse), contaminants (CON/Potential contaminant)…

GPTomics/bioSkills

Processes experimental RNA structure probing data (SHAPE-MaP, DMS-MaPseq) into per-nucleotide reactivity profiles with ShapeMapper2, then uses them as soft restraints on thermodynamic folding.

GPTomics/bioSkills

Filters germline and somatic variant callsets at the site and genotype level with GATK VQSR (VQSLOD, truth-sensitivity tranches), VETS/ScoreVariantAnnotations, NVScoreVariants, hard filters with…

GPTomics/bioSkills

Compute and interpret VCF quality-control metrics (Ti/Tv, het/hom, novel/known, missingness, HWE, contamination, relatedness) with bcftools stats, vcftools, plot-vcfstats, and identity tools…

GPTomics/bioSkills

Orchestrates the end-to-end ChIP-seq pipeline from FASTQ to blacklist-filtered, annotated peaks, chaining fastp QC, Bowtie2 alignment, pre-dedup library-complexity QC (NRF/PBC), duplicate removal…

GPTomics/bioSkills

Orchestrates the untargeted LC-MS metabolomics pipeline end-to-end (xcms 4.x feature extraction, QC/drift/normalization, confidence-stratified annotation, permutation-validated statistics…

GPTomics/bioSkills

Orchestrates the end-to-end bisulfite/EM-seq methylation pipeline from FASTQ to differentially methylated regions, chaining Trim Galore/fastp QC, Bismark alignment + deduplication, methylation…

GPTomics/bioSkills

Orchestrates the end-to-end 10x Multiome (paired scRNA + scATAC) pipeline from Cell Ranger ARC output to a jointly-embedded, annotated object, chaining per-modality QC, AMULET fragment-based ATAC…

GPTomics/bioSkills

Orchestrates the end-to-end single-cell RNA-seq pipeline from 10x Cell Ranger output to annotated cell types, chaining ambient-RNA removal, doublet detection, MAD-adaptive QC, normalization…

GPTomics/bioSkills

A skill your agent uses when writing tests for serialization, validation, normalization, or pure functions - provides property catalog, pattern detection, and library reference for property-based…

ed3dai/ed3d-plugins

Schema awareness - read before coding, type generation, prevent column errors

alinaqi/maggy

Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants.

aws/agent-toolkit-for-aws

Process use when you need to work with schema comparison. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Process use when you need to work with database schema design.

jeremylongshore/tons-of-skills-marketplace

MASTER DB: Zero-Downtime, Schema Design (3NF), SQL/NoSQL. An agent skill from Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.

Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI

A skill your agent uses when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, Papers/ plus…

brycewang-stanford/Auto-Empirical-Research-Skills