Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Databases & data
2,461 results · page 14 of 83
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tooluniverse-data-integration-analysisSkillDatabases & data
Integrate computed statistical results (DEGs, GWAS hits, associations) with biological context from ToolUniverse databases (UniProt, GO, Reactome, ClinVar, OpenTargets). Use for adding gene function/pathway/disease annotations to a result list, building biological narrative around statistical findin
Ready to connect★ 2k
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tooluniverse-dataset-discoverySkillDatabases & data
Find and evaluate research datasets for any scientific question. Maps research questions to required study designs (longitudinal vs cross-sectional, observational vs experimental, single-cohort vs multi-cohort). Use when the user asks 'find data about X', 'where can I get data on Y', or needs a spec
Ready to connect★ 2k
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tooluniverse-expression-data-retrievalSkillDatabases & data
Retrieve gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation and quality assessment. Use for finding RNA-seq/microarray datasets by organism/tissue/condition, comparing across studies (case-control, time-series, dose-response), and assessing dataset suitabili
Ready to connect★ 2k
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tooluniverse-gwas-snp-interpretationSkillDatabases & data
Interpret a single GWAS SNP across multiple databases — GWAS Catalog hits, LD/haplotype context, eQTL evidence, regulatory annotation, ClinVar pathogenicity, gnomAD frequency. Use for 'what does this SNP do', SNP-to-mechanism tracing, and resolving lead-SNP-vs-causal-variant ambiguity. Always consid
Ready to connect★ 2k
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tooluniverse-infectious-diseaseSkillDatabases & data
Rapid pathogen characterization and drug repurposing for outbreaks. Combines pathogen genomics (NCBI, BVBRC), host immune response (IEDB), drug-target databases (ChEMBL, DGIdb), and literature surveillance (PubMed/EuropePMC). Use for emerging-pathogen profiling, antiviral candidate identification, a
Ready to connect★ 2k
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tooluniverse-kegg-disease-drugSkillDatabases & data
KEGG-based disease-drug-variant network research. Connects diseases to causal genes, drugs to molecular targets, and variants to pathways using KEGG's editorially curated databases (KEGG Disease, Drug, Network, Variant, Pathway). Use for drug repurposing via shared pathways, mechanistic disease-gene
Ready to connect★ 2k
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tooluniverse-metabolomicsSkillDatabases & data
Metabolomics research — metabolite identification, study analysis, and database searches across HMDB, MetaboLights, Metabolomics Workbench, KEGG. Use for annotating mass-spec features to known metabolites, finding metabolomics studies of a disease, and structured metabolomics research reports with m
Ready to connect★ 2k
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tooluniverse-microbial-genome-characterizationSkillDatabases & data
Genome-ASSEMBLY discovery, QC, and replicon mapping for any organism (bacteria, archaea, fungi, and beyond) using NCBI Datasets. Resolves an organism name or taxid to assemblies, picks the reference/representative or best-quality assembly, pulls assembly QC metrics (total length, contig/scaffold N50
Ready to connect★ 2k
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tooluniverse-model-organism-geneticsSkillDatabases & data
Cross-species genetic analysis using model organism databases (MGI mouse, ZFIN zebrafish, FlyBase fruit fly, WormBase worm, SGD yeast, RGD rat, GBIF taxonomy). Maps human genes to orthologs, retrieves phenotype/expression/functional data, assesses gene function conservation, and identifies the best
Ready to connect★ 2k
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migrationsSkillDatabases & data
Generate, review, edit, apply, or resolve conflicts for Drizzle database migrations in this repo. Use when changing packages/db/src/schema.ts, running pnpm migrations or pnpm migrate, touching packages/db/migrations, reviewing migration diffs, or handling migration merge conflicts.
Ready to connect★ 2k
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historic_sql_patternsSkillDatabases & data
Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.
Ready to connect★ 2k
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historic_sql_table_digestSkillDatabases & data
Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection.
Ready to connect★ 2k
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ktxSkillDatabases & data
Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent integration, and verifies readiness. Use when the user asks an agent to add ktx to a project, connect da
Ready to connect★ 2k
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ktx-analyticsSkillDatabases & data
Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining metrics, or any data-analysis request. Triggers even when the user does
Ready to connect★ 2k
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live_database_ingestSkillDatabases & data
Capture semantic-layer and knowledge updates from a live database schema snapshot.
Ready to connect★ 2k
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notion_synthesizeSkillDatabases & data
Synthesize durable ktx wiki pages and semantic-layer sources from staged Notion pages, databases, data-source rows, and clustered Notion evidence. Load when a WorkUnit contains Notion raw files or Notion evidence chunks.
Ready to connect★ 2k
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data-analysisSkillDatabases & data
End-to-end R data analysis pipeline — exploration → cleaning → regression → publication-ready tables and figures. Use when user says "analyze this dataset", "run a regression on X", "explore this CSV", "full analysis workflow", "get me summary stats and a regression", or points at a `.csv`/`.rds`/`.
Ready to connect★ 2k
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replication-packageSkillDatabases & data
Assemble a submission-ready replication package to the AEA Data and Code Availability Standard (DCAS) / openICPSR / Social Science Reproduction Platform expectations — standard replication README, dataset manifest, computational-requirements capture, a Table/Figure → script:line map, and a confident
Ready to connect★ 2k
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research-ideationSkillDatabases & data
Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. Use when user says "give me research ideas on X", "brainstorm questions about Y", "what could I study with this data?", "I'm looking for a paper idea on..
Ready to connect★ 2k
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db-migration-scriptsSkillDatabases & data
Writing database migration SQL scripts. Use when creating or modifying migration files under db/migration/ directories, adding tables, indexes, or columns.
Ready to connect★ 2k
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golem-add-ignite-moonbitSkillDatabases & data
Using golem:rdbms/ignite2 from a MoonBit Golem agent. Use when the user asks to connect to Apache Ignite 2, run SQL over Ignite, or use Ignite from MoonBit agent code.
Ready to connect★ 2k
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golem-add-ignite-rustSkillDatabases & data
Using golem:rdbms/ignite2 from a Rust Golem agent. Use when the user asks to connect to Apache Ignite 2, run SQL over Ignite, or use Ignite from Rust agent code.
Ready to connect★ 2k
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golem-add-ignite-scalaSkillDatabases & data
Using Apache Ignite from a Scala Golem agent through golem.host.Rdbms.Ignite. Use when the user asks to connect to Apache Ignite 2, run SQL over Ignite, or use Ignite from Scala agent code.
Ready to connect★ 2k
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golem-add-mysql-moonbitSkillDatabases & data
Using golem:rdbms/mysql from a MoonBit Golem agent. Use when the user asks to connect to MySQL, run SQL, or use MySQL from MoonBit agent code.
Ready to connect★ 2k
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golem-add-mysql-rustSkillDatabases & data
Using golem:rdbms/mysql from a Rust Golem agent. Use when the user asks to connect to MySQL, run SQL, execute a MySQL transaction, or use MySQL from Rust agent code.
Ready to connect★ 2k
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golem-add-mysql-scalaSkillDatabases & data
Using MySQL from a Scala Golem agent through golem.host.Rdbms.Mysql. Use when the user asks to connect to MySQL, run SQL, or use MySQL from Scala agent code.
Ready to connect★ 2k
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golem-add-postgres-moonbitSkillDatabases & data
Using golem:rdbms/postgres from a MoonBit Golem agent. Use when the user asks to connect to PostgreSQL, run SQL, or use PostgreSQL from MoonBit agent code.
Ready to connect★ 2k
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golem-add-postgres-rustSkillDatabases & data
Using golem:rdbms/postgres from a Rust Golem agent. Use when the user asks to connect to PostgreSQL, run SQL, execute a Postgres transaction, or use PostgreSQL from Rust agent code.
Ready to connect★ 2k
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find-skillsSkillDatabases & data
Discovers, searches, and installs skills from multiple AI agent skill marketplaces (400K+ skills) using the SkillKit CLI. Supports browsing official partner collections (Anthropic, Vercel, Supabase, Stripe, and more) and community repositories, searching by domain or technology, and installing speci
Ready to connect★ 1k
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add-reportSkillDatabases & data
Guide for adding new report cards to ClaudeBar that analyze local data sources and display metrics with comparison deltas. Use this skill when: (1) Adding a new report/analytics card (e.g., weekly summary, model breakdown, session stats) (2) Creating data analysis features that read local files and
Ready to connect★ 1k
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
54,764 of the 55,196 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.