Manual credential rotation creates outages and compliance gaps. This skill provides AWS Secrets Manager examples for rotation functions, monitoring, audits, and application retrieval.

AWS attack paths span many services and permissions. This skill organizes authorized enumeration, exploitation validation, evidence collection, and remediation planning.

Overly broad IAM access increases cloud security risk and complicates audits. This skill provides focused checks, policy guidance, and hardening steps for AWS identities.

AWS spending can grow without clear ownership or evidence. This skill uses Cost Explorer, resource inventory, and CloudWatch data to prioritize savings actions.

Unused AWS resources create recurring charges and operational clutter. This skill provides discovery commands, savings estimates, cleanup examples, automation patterns, and safety checks.

AWS compliance reviews require many service checks across identity, logging, networking, and encryption. This skill provides structured AWS CLI and boto3 examples for common frameworks.

Reactive Avalonia architecture can become inconsistent and difficult to maintain. This skill applies Zafiro, DynamicData, ReactiveUI, MVVM, validation, naming, and lifecycle conventions.

Complex Avalonia application flows can produce tightly coupled ViewModels and inconsistent navigation. This skill provides focused Zafiro and ReactiveUI patterns for maintainable MVVM architecture.

Avalonia views often become repetitive and deeply nested. This skill applies Zafiro.Avalonia containers, shared styles, behaviors, and reusable components to simplify layout design.

Autonomous workflows often fail because errors, costs, and context grow across steps. This skill provides patterns for bounded planning, execution, reflection, recovery, and human approval.

Autonomous coding agents need reliable loops, tool contracts, permissions, and context handling. This skill provides Python patterns for architecture, browser automation, checkpoints, and MCP integration.

WhatsApp automation changes can be hard to coordinate across triggers, workflows, functions, and data. This skill gives structured Kapso workflow steps and command references for agent-assisted updates.

Audio recordings are difficult to search and convert into reliable notes. This skill creates timestamped transcripts and optional LLM-generated summaries in Markdown.

Async Python code can fail through blocking calls, weak cancellation, or uncontrolled concurrency. This skill gives practical asyncio patterns for reliable services, APIs, scrapers, and tests.

Manual Asana updates make recurring project work slow and inconsistent. This skill guides reliable task, project, section, team, and workspace operations through Rube MCP.

ARM Cortex-M firmware can fail because of interrupt races, cache incoherence, and incorrect peripheral access. This skill provides platform-specific design, implementation, and validation guidance.

Architecture choices often outpace clear requirements and trade-off analysis. This skill structures discovery, pattern comparison, and decision records for explainable system designs.

Complex system changes can hide scalability, resilience, security, and maintainability risks. This skill reviews architecture decisions and provides prioritized recommendations with tradeoffs and validation steps.

Mobile teams often lack a clear process for improving app discovery and store conversion. This skill produces prioritized metadata, keyword, testing, localization, review, and launch recommendations.

Application bottlenecks often span services, databases, browsers, and infrastructure. This skill coordinates profiling, targeted optimization, load testing, and continuous monitoring across the stack.