Agent skills

Databases skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
1,124 found
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flux-reconDatabase reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use…jeremylongshorewritesflux-schemaDesign and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description…jeremylongshorewritesfoldseekStructure similarity search with Foldseek. Use this skill when: (1) Finding similar structures in PDB/AFDB databases, (2)…majiayu000framework-compatibility-checkerCheck codebase compatibility with target framework versions and generate migration pathsa5c-aiwritesframework-migration-code-migrateYou are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms.…sickn33framework-migration-deps-upgradeYou are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute…sickn33frontend-backend-mapperAnalyzes and maps frontend API calls to backend endpoints. Detects missing endpoints, unused endpoints, and integration gaps.…majiayu000gamma-migration-deep-diveDeep dive into migrating to Gamma from other presentation platforms. Use when migrating from PowerPoint, Google Slides, Canva, or…jeremylongshorewritesgeo-databaseAccess NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve…FreedomIntelligencegeo-databaseAccess NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve…LeonChaoXggetFast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures…majiayu000google-gemini-imagePlan, generate, edit, and quality-check still images with Google's Gemini native image models (Nano Banana), including Gemini 3.1…calesthiogoose-introspectionGoose session introspection and self-discovery via DuckDB reafference database. Query past sessions, find self, and enable…majiayu000granola-migration-deep-diveMigrate to Granola from Otter.ai, Fireflies, Fathom, tl;dv, or manual note-taking. Covers data export from source tools…jeremylongshorewritesgranola-upgrade-migrationUpgrade Granola app versions and migrate between subscription plans. Use when upgrading the desktop app, changing from free to…jeremylongshorewritesAI Maestro Code Graph QueryPROACTIVELY query the code graph database to understand relationships and impact of changes. Use this skill WHEN READING any file…majiayu000writesgtex-databaseQuery GTEx (Genotype-Tissue Expression) portal for tissue-specific gene expression, eQTLs (expression quantitative trait loci)…LeonChaoXGWAS DatabaseAutonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology…majiayu000gwas-databaseQuery NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and…FreedomIntelligencegwas-databaseQuery NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and…LeonChaoXhmdb-databaseAccess Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data…FreedomIntelligencehmdb-databaseAccess Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data…LeonChaoXhmdb-databaseAccess Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data…majiayu000incident-runbook-templatesCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill…wshobsoninformation-literacySkills for finding, evaluating, and using information effectively and ethically across print and digital sources. Covers the…majiayu000intercom-migration-deep-diveUse when migrating from Zendesk/Freshdesk/HelpScout to Intercom, bulk-importing contacts, or re-platforming to Intercom with the…jeremylongshorewritesinterpro-databaseQuery InterPro for protein family, domain, and functional site annotations. Integrates Pfam, PANTHER, PRINTS, SMART, SUPERFAMILY…LeonChaoXjaspar-databaseQuery JASPAR for transcription factor binding site (TFBS) profiles (PWMs/PFMs). Search by TF name, species, or class; scan DNA…LeonChaoXjaspar-motifsGuide for using JASPAR transcription factor binding profiles with ENCODE ChIP-seq data. Use when users need to find TF binding…majiayu000bio-pathway-kegg-pathwaysKEGG pathway and module enrichment analysis using clusterProfiler enrichKEGG and enrichMKEGG. Use when identifying metabolic and…majiayu000bio-pathway-kegg-pathwaysKEGG pathway and module enrichment analysis using clusterProfiler enrichKEGG and enrichMKEGG. Tests whether KEGG pathways are…majiayu000bio-metagenomics-krakenTaxonomic classification of metagenomic reads using Kraken2. Fast k-mer based classification against RefSeq database. Use when…majiayu000langchain4j-vector-stores-configurationProvides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating…majiayu000writeslangchain4j-vector-stores-configurationConfigure LangChain4J vector stores for RAG applications. Use when building semantic search, integrating vector databases…majiayu000writeslangfuse-migration-deep-diveExecute complex Langfuse migrations including data migration and platform changes. Use when migrating from other observability…jeremylongshorewriteslangfuse-upgrade-migrationUpgrade Langfuse SDK versions and migrate between API changes. Use when upgrading Langfuse SDK, handling breaking changes, or…jeremylongshorewriteslens-dashboardDesign and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and…jeremylongshorewriteslens-metricsProduce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what…jeremylongshorewriteslens-reportBuild a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical…jeremylongshorewriteslgps-scheme-amendment-analyzerAnalyze Local Government Pension Scheme amendments to identify regulatory implications, compare against existing scheme rules…majiayu000license-compliance-checkerAutomated license compliance verification for dependencies to ensure legal compliance during migrationa5c-aiwriteslindy-upgrade-migrationManage Lindy agent configuration changes, platform updates, and migrations. Use when reconfiguring agents, handling platform…jeremylongshorewriteslinear-migration-deep-diveMigrate from Jira, Asana, GitHub Issues, or other tools to Linear. Use when planning a migration, executing data transfer, or…jeremylongshorewriteslinear-upgrade-migrationUpgrade Linear SDK versions and handle breaking changes safely. Use when updating to a new SDK version, handling deprecations, or…jeremylongshorewritesllm-cachingImplement multi-layer LLM caching with exact match, semantic similarity, and provider-side prompt caching. Reduce API costs by…majiayu000ln-645-open-source-replacerDiscovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when…majiayu000writesln-645-open-source-replacerDiscovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when…majiayu000ln-645-open-source-replacerDiscovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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