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 26 of 83

  • using-document-databasesSkillDatabases & data

    Document database implementation for flexible schema applications. Use when building content management, user profiles, catalogs, or event logging. Covers MongoDB (primary), DynamoDB, Firestore, schema design patterns, indexing strategies, and aggregation pipelines.

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • using-graph-databasesSkillDatabases & data

    Graph database implementation for relationship-heavy data models. Use when building social networks, recommendation engines, knowledge graphs, or fraud detection. Covers Neo4j (primary), ArangoDB, Amazon Neptune, Cypher query patterns, and graph data modeling.

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • using-message-queuesSkillDatabases & data

    Async communication patterns using message brokers and task queues. Use when building event-driven systems, background job processing, or service decoupling. Covers Kafka (event streaming), RabbitMQ (complex routing), NATS (cloud-native), Redis Streams, Celery (Python), BullMQ (TypeScript), Temporal

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • using-relational-databasesSkillDatabases & data

    Relational database implementation across Python, Rust, Go, and TypeScript. Use when building CRUD applications, transactional systems, or structured data storage. Covers PostgreSQL (primary), MySQL, SQLite, ORMs (SQLAlchemy, Prisma, SeaORM, GORM), query builders (Drizzle, sqlc, SQLx), migrations, c

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • using-timeseries-databasesSkillDatabases & data

    Time-series database implementation for metrics, IoT, financial data, and observability backends. Use when building dashboards, monitoring systems, IoT platforms, or financial applications. Covers TimescaleDB (PostgreSQL), InfluxDB, ClickHouse, QuestDB, continuous aggregates, downsampling (LTTB), an

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • visualizing-dataSkillDatabases & data

    Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparison

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • update-vulndbSkillDatabases & data

    Update the embedded build platform vulnerability database from the CVE Project's cvelistV5 repository.

    Ready to connect★ 513

    github.com/boostsecurityio/poutine511 stars

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  • huggingface-paper-publisherSkillDatabases & data

    Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

    Ready to connect★ 504

    github.com/waybarrios/opencode-power-pack490 stars

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  • huggingface-papersSkillDatabases & data

    Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain, or analyze an

    Ready to connect★ 504

    github.com/waybarrios/opencode-power-pack490 stars

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  • analytics-auditSkillDatabases & data

    Analytics audit — SDK config, event naming, funnel completeness, dashboards. Deep-dive for /launch-check analytics.

    Ready to connect★ 501

    github.com/me2resh/apexyard498 stars

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  • launch-checkSkillDatabases & data

    Production readiness audit — 10-dimension go/no-go sweep (security, a11y, compliance, analytics, SEO, GEO, perf, monitoring, docs, behaviour-quality).

    Ready to connect★ 501

    github.com/me2resh/apexyard498 stars

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  • ggsqlSkillDatabases & data

    Write ggsql queries — a grammar of graphics for SQL. Use when the user wants to create, modify, or understand a ggsql visualization query.

    Ready to connect★ 498

    github.com/posit-dev/skills498 stars

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  • dart-generate-test-mocksSkillDatabases & data

    Define and generate mock objects for external dependencies using `package:mockito` and `build_runner`. Use when unit testing classes that depend on complex external services like APIs or databases.

    Ready to connect★ 484

    github.com/dart-lang/skills466 stars

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  • self-media-content-analyticsSkillDatabases & data

    Analyzes single-post, series, weekly, or monthly self-media data and produces actionable reviews. Use it to read platform dashboard screenshots, CSVs, spreadsheets, public links, or user-provided data; calculate follower-gain efficiency and deep engagement; compare against same-platform baselines; a

    Ready to connect★ 480

    github.com/yanhua1010/self-media-content-workflow481 stars

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  • database-testingSkillDatabases & data

    Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.

    Ready to connect★ 478

    github.com/proffesor-for-testing/agentic-qe473 stars

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  • security-testingSkillDatabases & data

    Scans for security vulnerabilities including XSS, SQL injection, CSRF, and auth flaws using OWASP Top 10 methodology. Use when conducting SAST/DAST scans, auditing authentication flows, testing authorization rules, or implementing security test automation.

    Ready to connect★ 478

    github.com/proffesor-for-testing/agentic-qe473 stars

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  • test-reporting-analyticsSkillDatabases & data

    Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

    Ready to connect★ 478

    github.com/proffesor-for-testing/agentic-qe473 stars

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  • add-connection-typeSkillDatabases & data

    Add a new data source / connection type (e.g. a SQL Server-like database) end to end — client with get_schemas/execute_query, config + credentials schemas, registry entry, icon, tests — plus the verification steps. Also covers adding or updating an MCP connector (a preset, not a new type). Use when

    Ready to connect★ 455

    github.com/bagofwords1/bagofwords453 stars

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  • db-querySkillDatabases & data

    Query the local Postgres database of the active Aspire worktree via psql.

    Ready to connect★ 441

    github.com/platformplatform/platformplatform440 stars

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  • 055-design-parallel-changeSkillDatabases & data

    Use when a database schema or data-meaning change needs Parallel Change, including expand, migrate, and contract sequencing for column renames, type or data reinterpretation, large-table backfills, relationship-table changes, enum/status transitions, timezone/default changes, and index or uniqueness

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 123-java-design-patternsSkillDatabases & data

    Use when you need to select, review, or implement Java design and integration patterns — including classic Java design patterns, REST API patterns, Kafka and event-driven patterns, database and persistence patterns, and cross-cutting integration patterns. This should trigger for requests such as App

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 311-frameworks-spring-jdbcSkillDatabases & data

    Use when you need to write or review programmatic JDBC with Spring — including JdbcClient (Spring Framework 7+) as the default API, JdbcTemplate only where batch/streaming APIs require JdbcOperations, NamedParameterJdbcTemplate for legacy named-param code, parameterized SQL, RowMapper mapping to rec

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 313-frameworks-spring-db-migrations-flywaySkillDatabases & data

    Use when you need to add or review Flyway database migrations in a Spring Boot application — Maven dependencies, db/migration scripts, spring.flyway.* configuration, baseline and validation, and alignment with JDBC or Spring Data JDBC. This should trigger for requests such as Add or review Flyway mi

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 315-frameworks-spring-mongodbSkillDatabases & data

    Use when you need to design or implement MongoDB data access in Spring Boot — including document modeling, Spring Data Mongo repositories/templates, indexing, optimistic concurrency, and error handling. This should trigger for requests such as Add MongoDB in Spring Boot; Review Spring Data Mongo des

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 316-frameworks-spring-mongodb-migrations-mongockSkillDatabases & data

    Use when you need to add or review Mongock MongoDB data migrations in a Spring Boot application — including Maven coordinates, Spring Data MongoDB drivers, migration scan packages, @ChangeUnit classes, lock/transaction settings, and optional policy-approved MongoDB integration verification. This sho

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 411-frameworks-quarkus-jdbcSkillDatabases & data

    Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. This should trigger for requests such as Review JDBC or SQL data access in a Quarkus project; Improve transactions and parameter binding for Quarkus JDBC; Translate SQLExc

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 412-frameworks-quarkus-panacheSkillDatabases & data

    Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO projections (project(Class)), pagination (Page.of()), N+1 avoidance (JOIN FETCH), optimistic locking (@Version / OptimisticLockExcep

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 413-frameworks-quarkus-db-migrations-flywaySkillDatabases & data

    Use when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/migration scripts, quarkus.flyway.* configuration, migrate-at-start, and alignment with JDBC or Panache. This should trigger for requests such as Add or review Flyway migrations in a

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 415-frameworks-quarkus-mongodbSkillDatabases & data

    Use when you need MongoDB persistence in Quarkus — including Panache Mongo entities/repositories, document design, indexes, transactions where applicable, and error handling. This should trigger for requests such as Add MongoDB in Quarkus; Review Quarkus Mongo Panache design; Improve Mongo error han

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • 416-frameworks-quarkus-mongodb-migrations-mongockSkillDatabases & data

    Use when you need to add or review Mongock MongoDB data migrations in a Quarkus application — including the Quarkiverse Mongock extension, Quarkus MongoDB client configuration, migrate-at-start, @ChangeUnit classes, lock/transaction settings, and Quarkus test verification. This should trigger for re

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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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.

See how to connect your AI