Business financial platform with cards, banking, and spend management.
DevOps & Cloud
CI/CD, containerization, cloud services, and infrastructure
Enterprise cloud content management and collaboration.
Manage Azure resources, VMs, and cloud services via the Azure Portal
View AWS resources, check costs, monitor services, and manage cloud infrastructure
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized...
Creates executable Go scripts with shebang-like behavior. Use when the user wants Go scripts, mentions Go...
Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop,...
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When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X,...
When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user...
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DevOps standards, CI/CD pipelines, and containerization practices. Use this when users need guidance on setting up...
Use when setting up CI/CD pipelines, containerizing applications, or managing infrastructure as code. Invoke for...
Validate a specification file and provide actionable suggestions for issues
Create a specification for non-trivial changes. Creates GitHub issue + spec file in a dedicated directory.
Show pipeline overview of all specifications with status counts and stale detection
Validates KCL Crossplane compositions with comprehensive checks including formatting, syntax validation, and...
Create or update Pull Requests with AI-generated descriptions, mermaid diagrams, and file walkthroughs. Integrates...
Run pre-commit validation before committing. Use for automated hooks, Terraform cleanup, or emoji reference. For...
Resolve [NEEDS CLARIFICATION] markers in specs with structured options
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X,...
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Python development principles and decision-making. Framework selection, async patterns, type hints, project...