By jadecli
Database query optimization, cloud cost optimization, and scalability improvements
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.
Uses power tools
Uses Bash, Write, or Edit tools
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Curated Claude Code plugins for the jadecli workspace. Vendors plugins from upstream enterprise repos and hosts jadecli custom plugins.
plugins/
anthropic/ # Anthropic official plugins (LSP servers, PR review, etc.)
astral-sh/ # uv, ruff, ty — Python tooling
neondatabase/ # Neon Postgres serverless skills
cloudflare/ # Cloudflare Workers skills
stripe/ # Stripe development plugin
trailofbits/ # Trail of Bits security skills
huggingface/ # HuggingFace model/dataset skills
sentry/ # Sentry error monitoring
expo/ # Expo React Native skills
supabase/ # Supabase backend skills
vercel/ # Vercel deployment plugin
google-labs/ # Google Labs skills
microsoft/ # Microsoft Playwright, Amplifier
jadecli/ # Our custom plugins
Each vendor directory is vendored from its upstream source repo. See upstream.json for the full mapping.
Syncing from upstream:
scripts/sync-upstream.sh # sync all vendors
scripts/sync-upstream.sh stripe # sync a single vendor
.claude-plugin/marketplace.json is the plugin registry consumed by Claude Code. It follows the Anthropic marketplace schema.
upstream.jsonscripts/sync-upstream.sh <vendor>.claude-plugin/marketplace.jsonclaude --plugin ./plugins/<vendor>/<plugin-name>plugins/jadecli/<plugin-name>/.claude-plugin/ manifest.claude-plugin/marketplace.jsonnpx claudepluginhub jadecli/jadecli-claude-pluginsUse this agent when you need to optimize database performance for B2B applications at enterprise scale. This agent specializes in multi-tenant database optimization, query performance tuning, indexing strategies, connection pooling, and database scaling for SaaS platforms. Handles PostgreSQL, MySQL, MongoDB, and cloud database optimizations. Examples:
SQL optimization, query tuning, and database performance expert for production systems
Database query optimization with index recommendations and EXPLAIN analysis
Implement and optimize database connection pooling for improved performance and resource management
Create, connect, and interact with a Cloud SQL for PostgreSQL database and data.
Agents for cloud infrastructure, DevOps, and database operations