5,257,180 AI resources indexedWorking toward the world’s largest AI resource index.

PDF

Agent skills

Reusable instructions for compatible AI agents.

How to use the library

Explore by field

Loading catalog totals…
Browse full catalog

Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.

Resources

Search results
Search stays within agent skills.
Agent skill

Optimize Slow Queries

Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this query".

OpenClawData & Analytics
jeremylongshore2,897
Agent skill

Database Reconnaissance

Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "assess this database", "understand the schema", or "database health check".

OpenClawData & Analytics
jeremylongshore2,897
Agent skill

Spatial Cell-Cell Communication

Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. Infer intercellular signaling, identify communication pathways, and visualize interaction networks. Use when analyzing cell-cell communication in spatial context.

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Metabolomics Pathway Mapping

Maps metabolomics results to biological pathways via over-representation (ORA), metabolite-set enrichment (MSEA/QEA), mummichog/PSEA on raw m/z peaks, and network-diffusion enrichment (FELLA), with correct background-set construction and honest interpretive ceilings. Use when interpreting differe...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Functional Prediction with PICRUSt2

Predicts community functional POTENTIAL from 16S/ITS amplicon ASVs with PICRUSt2 (or q2-picrust2) by phylogenetic interpolation of reference-genome gene content - EPA-ng placement, gappa, castor hidden-state prediction of KO/EC/Pfam copy number, 16S copy-number normalization, and MinPath MetaCyc/...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Context-Specific Models

Build tissue and condition-specific metabolic models using GIMME, iMAT, and INIT algorithms with expression data constraints. Create models that reflect cell-type specific metabolism. Use when building tissue-specific metabolic models or integrating transcriptomics with FBA.

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Metabolomics Pipeline

Orchestrates the untargeted LC-MS metabolomics pipeline end-to-end (xcms 4.x feature extraction, QC/drift/normalization, confidence-stratified annotation, permutation-validated statistics, background-aware pathway mapping), naming what each stage decides and where it silently fails. Use when runn...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Targeted Metabolomics Analysis

Designs and validates quantitative targeted metabolomics assays (MRM/SRM on triple-quadrupole, PRM on high-resolution instruments) to report absolute concentrations. Covers the internal-standard strategy (external cal -> global IS -> standard addition -> stable-isotope-labeled IS), weighted calib...

CursorData & Analytics
GPTomics1,232
Agent skill

Metabolic Modeling Pipeline

End-to-end genome-scale metabolic modeling from genome sequence to flux predictions. Covers automated reconstruction with CarveMe, model validation with memote, FBA/FVA analysis, and gene essentiality prediction. Use when building metabolic models or predicting metabolic phenotypes from genomic d...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Functional Annotation

Assigns GO terms, Pfam/InterPro domains, KEGG orthologs, EC numbers, and product names to predicted proteins using eggNOG-mapper (orthology), InterProScan (domain signatures), and KofamScan (KEGG), routing specialized functions to dbCAN/antiSMASH/AMRFinderPlus/SignalP. Covers the orthology-vs-dom...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232

Platform labels describe intended use. Read each resource's author credits, requirements and available access methods.