database-design数据库设计助手。表设计、范式化、索引策略、迁移脚本、测试数据、ER图描述。Database designer with normalization, indexing, migration, seeding, ER diagrams. 数据库、MySQL。
Install via ClawdBot CLI:
clawdbot install bytesagain3/database-designGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://bytesagain.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
A tech startup needs to quickly design a database for their minimum viable product. They require table structures, relationships, and basic indexing for their user management, product catalog, and order processing systems.
An established e-commerce business is migrating from a legacy system to a modern MySQL database. They need migration scripts, optimized table designs, and indexing strategies to handle high transaction volumes during peak sales periods.
A healthcare provider needs to normalize their patient records database to eliminate data redundancy and ensure compliance with data integrity requirements. This involves applying database normalization rules and creating proper relationships between tables.
A university needs to design a database for student enrollment, course registration, and grade tracking. The design must include ER diagrams for stakeholder review and test data generation for development environments.
A financial services company requires a database design for transaction tracking and reporting. They need optimized indexing strategies for fast query performance on large datasets and migration scripts for incremental updates.
Offering database design as a service through a subscription model where clients pay monthly for access to design tools, templates, and automated optimization features. This provides recurring revenue and scales with client growth.
Providing expert database design consulting to businesses implementing new systems or optimizing existing databases. This includes hands-on design work, normalization analysis, and performance tuning for specific client needs.
Licensing the database design tool to large enterprises for internal use across development teams. This includes customization options, priority support, and integration with existing development workflows and tools.
💬 Integration Tip
Integrate this skill into CI/CD pipelines to automatically generate migration scripts during deployment, or use it alongside existing database management tools for rapid prototyping and testing.
Scored Apr 19, 2026
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Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Access AI-powered football match predictions from hergunmac.com. Use when the user asks about football/soccer match predictions, betting tips, match analysis, team statistics, head-to-head data, or upcoming match insights. Covers worldwide leagues with confidence scores, AI reasoning, and historical performance tracking.
Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating indexes, setting up PostgreSQL, configuring EF Core, implementing caching, partitioning tables, or any database performance question.
browse MongoDB Atlas Admin API specifications and execute operations (if credentials provided).
Voyage AI embedding and reranking CLI integrated with MongoDB Atlas Vector Search. Use for: generating text embeddings, reranking search results, storing embeddings in Atlas, performing vector similarity search, creating vector search indexes, listing available models, comparing text similarity, bulk ingestion, interactive demos, and learning about AI concepts. Triggers: embed text, generate embeddings, vector search, rerank documents, voyage ai, semantic search, similarity search, store embeddings, atlas vector search, embedding models, cosine similarity, bulk ingest, explain embeddings.