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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polars-dovmedSearch 2.4M+ scientific papers from PubMed Central Open Access. **When to use:** - Literature reviews (e.g., "Find papers about…majiayu000portaljs-migrateMigrate (harvest) datasets between open-data platforms. Reads CKAN, a DCAT-US /data.json catalog (DKAN, ArcGIS Hub, data.gov), a…datopianwritesportaljs-migrateMigrate (harvest) datasets between open-data platforms. Reads CKAN, a DCAT-US /data.json catalog (DKAN, ArcGIS Hub, data.gov), a…jeremylongshorewritesprisma-ormPrisma ORM schema design, migrations, relations, query optimization, and database integration patterns.a5c-aiwritespubchem-databaseQuery PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties…majiayu000pubmed-databaseDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For…majiayu000pubmed-databaseDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For…majiayu000pubmed-database直接访问PubMed REST API。高级布尔/MeSH查询、E-utilities API、批量处理、引文管理。对于Python工作流,建议使用biopython (Bio.Entrez)。此技能适用于直接HTTP/REST操作或自定义API实现。majiayu000pydantic-ai-dependency-injectionImplement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections…majiayu000python_data_stackStatistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous…majiayu000qdrantProvides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and vector…majiayu000writesqdrant-integrationQdrant vector database with filtering, payloads, and quantization supporta5c-aiwritesqdrantQdrant vector database REST API via curl. Use this skill to store, search, and manage vector embeddings.majiayu000qdrantManage Qdrant vector database — collections, points, and vector search via the REST API.majiayu000query-translatorTranslate SQL queries between different database dialects with function mapping and optimizationa5c-aiwritesrag-design-patternsAutomatically applies when building RAG (Retrieval Augmented Generation) systems. Ensures proper chunking strategies, vector…majiayu000rag-implementationRAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking…majiayu000rag-implementationRAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking…majiayu000react-modernizationMaster React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.sickn33react18-string-refsProvides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components.…githubreact19-source-patternsReference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.githubbio-pathway-reactomeReactome pathway enrichment using ReactomePA package. Use when analyzing gene lists against Reactome's curated peer-reviewed…majiayu000ReasoningBank with AgentDBImplement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict…majiayu000ReasoningBank with AgentDBImplement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict…majiayu000ReasoningBank with AgentDBImplement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict…majiayu000redisRedis caching patterns, pub/sub, sessions, rate limiting, and data structures.a5c-aiwritesredis-memory-backendRedis backend for conversation state persistence and cachinga5c-aiwritesrefactoring-analyst리팩토링 분석 전문가. 기존 코드베이스를 컨벤션 기준으로 분석. Zero-Tolerance 위반 탐지, 영향도 분석, 단계별 리팩토링 계획 수립. /refactor-plan 명령 시 자동 활성화. Serena Memory에 결과…majiayu000researchRead-only external knowledge gathering via ODIN's 5-tier doc ladder (Official docs → API refs → Books/papers → Tutorials →…majiayu000retellai-migration-deep-diveRetell AI migration deep dive \u2014 AI voice agent and phone call automation.\n\ Use when working with Retell AI for voice…jeremylongshorewritesretellai-upgrade-migrationRetell AI upgrade migration \u2014 AI voice agent and phone call automation.\n\ Use when working with Retell AI for voice agents…jeremylongshorewritesrpg-migration-analyzerAnalyzes legacy RPG (Report Program Generator) programs from AS/400 and IBM i systems for migration to modern Java applications.…majiayu000sankhya-dashboard-html-jsp-custom-best-praticesThis skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML…sickn33save-systemsDesign save/load for game state — choosing what to serialize, file formats, save slots, atomic crash-safe writes, schema…gamedev-skillsschema-comparatorCompare database schemas between source and target environments for migration planninga5c-aiwritesbioservicesUnified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome)…majiayu000chembl-databaseQuery ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data…majiayu000biorxiv-databaseEfficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by…majiayu000chembl-databaseQuery ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data…majiayu000ggetCLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info…majiayu000string-databaseQuery STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment…majiayu000semantic-cachingRedis semantic caching for LLM applications. Use when implementing vector similarity caching, optimizing LLM costs through cached…majiayu000senior-data-scientistWorld-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive…majiayu000senior-data-scientistWorld-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in…majiayu000speak-migration-deep-diveMigrate between language learning platforms, import student progress, and transition from legacy speech APIs. Use when…jeremylongshorewritesspeak-upgrade-migrationUpgrade Speak SDK versions, migrate between language learning platforms, and handle API version changes. Use when implementing…jeremylongshorewritessql-optimization-patternsTransform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan…sickn33sql-optimization-patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and…wshobson
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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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