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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sql-query-optimizerAnalyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with…a5c-aiwritesstatic-code-analyzerDeep static analysis of codebases for quality, complexity, and migration readiness assessmenta5c-aiwritesstrangler-fig-orchestratorOrchestrate strangler fig pattern implementation for gradual migration with traffic routing and cutover managementa5c-aiwritesstring-databaseQuery STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment…majiayu000t-designGenerate technical design documents including API design, database schema, and implementation details for a feature.timzaakwritesbio-small-rna-seq-target-predictionPredict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of…majiayu000bio-small-rna-seq-target-predictionPredict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of…majiayu000technical-debt-quantifierMeasure, categorize, and prioritize technical debt for migration planning and remediationa5c-aiwritestoon-formatterToken-Oriented Object Notation (TOON) format expert for 30-60% token savings on structured data. Auto-applies to arrays with 5+…majiayu000writestwinmind-migration-deep-diveMigrate from other meeting AI tools (Otter. Use when implementing migration deep dive, or managing TwinMind meeting AI…jeremylongshorewritesunified-memoryExpert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory…a5c-aiwritesunified-memoryExpert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory…majiayu000writesusing-vector-databasesVector database implementation for AI/ML applications, semantic search, and RAG systems. Use when building chatbots, search…majiayu000Vector Database PatternsComprehensive guide to vector databases including Pinecone, Qdrant, Weaviate, embedding strategies, and similarity search.majiayu000vector-database-engineerExpert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus…majiayu000vector-database-engineerExpert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus…majiayu000vector-databaseWork with vector databases for RAG, embeddings, and semantic search using ChromaDB or similar. Use when building knowledge bases…majiayu000vector-databasesVector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use…majiayu000vectordbVector database operations for embeddings and semantic search. Activate for Pinecone, Weaviate, Chroma, pgvector, RAG, and…majiayu000writesVector Search DesignerDesign vector similarity search systems for semantic retrieval at scalemajiayu000weaviate-integrationWeaviate vector database setup with GraphQL queries and hybrid searcha5c-aiwritesweaviate-ragImplement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base…majiayu000writeswinui3-migration-helperAssist migration from WPF to WinUI 3 / Windows App SDK with code transformation and compatibility guidancea5c-aiwriteszinc-databaseAccess ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog…majiayu000zinc-databaseAccess ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog…LeonChaoXСоздание витрины данных для A/B тестирования (SQL + Pandas)Создает витрину данных (datamart) путем объединения таблиц checker и pageviews в SQLite, фильтрует записи по статусу и количеству…ECNU-ICALKabridge-upgrade-migrationPlan and execute Abridge integration upgrades and EHR migration procedures. Use when upgrading Abridge API versions, migrating…jeremylongshorewritesacm-sigmod-international-conference-on-management-of-dataUse when targeting ACM SIGMOD International Conference on Management of Data (SIGMOD) or deciding whether a computer-science…brycewang-stanfordadobe-migration-deep-diveExecute major Adobe re-architecture: migrating from legacy Adobe APIs to Firefly Services, consolidating Creative Cloud…jeremylongshorewritesadobe-upgrade-migrationAnalyze, plan, and execute Adobe SDK upgrades \u2014 including the critical\n\ JWT-to-OAuth migration, PDF Services SDK v3-to-v4…jeremylongshorewritesaero-databaseSystematic generation and management of aerodynamic coefficient databasesa5c-aiwritesaflow-materials-discoveryAFLOW automatic materials discovery skill for high-throughput DFT calculations and materials database queriesa5c-aiwritesagent-era-pricingRedesign seat-based pricing for the agent era — when one human runs ten agents, per-seat models collapse. Use when agents are…mohitagw15856agent-infiniUse the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files.…xuzhougengagent-migration-planAgent skill for migration-plan - invoke with $agent-migration-planruvnetAgentDB Advanced FeaturesMaster advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid…ruvnetai-regression-testingRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated…mturacakteneinsicht-migrationWenn es um Akteneinsicht Migration: Fachmodul im Migrationsrecht in Fachanwalt Migrationsrecht geht: prüft Frist, Form…Klotzkettealchemy-upgrade-migrationMigrate from alchemy-sdk v2 to v3 and handle breaking changes. Use when upgrading Alchemy SDK versions, migrating from deprecated…jeremylongshorewritesalgolia-migration-deep-diveMigrate to Algolia from Elasticsearch, Typesense, or Meilisearch. Covers data migration, query translation, replaceAllObjects…jeremylongshorewritesalgolia-upgrade-migrationUpgrade algoliasearch from v4 to v5 with breaking change detection and codemod. Use when upgrading SDK versions, detecting…jeremylongshorewritesalgolia-webhooks-eventsImplement Algolia Insights API for click/conversion tracking, search analytics, and real-time event-driven index updates via…jeremylongshorewritesanalysis-workflowOrganize multi-step scientific analyses into reproducible, self-contained modules. Use for workflows such as QC→PCA→DEG→GSEA that…xuzhougengktx-analyticsUse when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me"…Kaelioanalyze_lab_video_cell_behaviorAutomated cell behavior analysis from microscopy or XR lab recordings. Classifies cell motion phenotypes (migration…BioTender-maxAndroid Firebase Mixed Type Data HandlingHandle Firebase Realtime Database data where fields can be either Strings or Integers, ensuring the RecyclerView adapter and…ECNU-ICALKAndroid Firebase RecyclerView with Polymorphic Data HandlingImplement an Android RecyclerView to display Firebase Realtime Database data where specific fields may be stored as either…ECNU-ICALKAndroid View Binding Migration with Strict PreservationMigrates Android Kotlin code from deprecated Kotlin Android Extensions (synthetics) to View Binding. The skill strictly enforces…ECNU-ICALK
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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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