Multi-agent feature implementation. Spawns independent solver agents that each implement the feature from scratch, then synthesizes the best elements from each. Use when building complex features...
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Debug Crossplane compositions, functions (KCL, Go templates, patch-and-transform, auto-ready), and managed resources. Use when troubleshooting composition rendering issues, function errors,...
Build and execute multi-step prompt chains for complex tasks
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv,...
Remote state backend configuration
Semantic code analysis via LSP. Navigate code (definitions, references, implementations), search symbols, preview refactorings, and get file outlines. Use for exploring unfamiliar codebases or...
Create engaging newsletters that get read, clicked, and shared
Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.
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Grafana or CloudWatch dashboard definitions
Validate software supply chain security with SBOM generation, dependency scanning, provenance verification, and SLSA attestation.
Analyze and extract relevant patterns, best practices, and usage examples
Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
Generate Jest-based unit tests for JavaScript/TypeScript code. Creates
Manage vendor relationships, track performance, negotiate contracts, and optimize procurement
Validate design systems for accessibility (WCAG), responsive design, and component consistency with design token analysis.
Generate pytest-based unit tests for Python code. Creates test files
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool...