Incident Resolution Bundle

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Included Skills (21)

1. Gke Workload Troubleshooting — Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or crash repeatedly. Don't use for GKE cluster infrastructure provisioning, node pool creation, or non-Kubernetes Google Cloud services.
2. Mvvm Toolkit Messenger — CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongReferenceMessenger, IRecipient<TMessage>, RequestMessage<T> / AsyncRequestMessage<T> / CollectionRequestMessage<T>, ValueChangedMessage<T>, channels (tokens), and the ObservableRecipient activation lifecycle. Use across WPF, WinUI 3, .NET MAUI, Uno, and Avalonia.
3. Azure Mgmt Weightsandbiases Dotnet — Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.
4. Capa Officer — CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.
5. Azure Eventgrid Dotnet — Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.
6. Debugging And Error Recovery — Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
7. Analyzing Mft For Deleted File Recovery — Analyze the NTFS Master File Table ($MFT) with MFTECmd, analyzeMFT,
8. Data Extractor — Extract structured data from any document format using unified document processing. Use when a user asks to extract data from a document, parse a PDF, pull structured data from files, convert documents to JSON or CSV, extract fields from invoices or forms, or scrape data from documents.
9. AWS SNS Manager — Manage Amazon SNS topics and subscriptions for pub/sub messaging, enabling developers to build scalable notification systems.
10. Log Analysis Tool — Analyzes application and server logs to identify root causes, patterns, and anomalies, aiding developers and operations teams.
11. Blameless Retrospective Facilitator — This tool helps teams conduct rigorous, blameless post-mortem analyses of failures to identify systemic root causes and implement actionable changes for future improvement.
12. Windows Prefetch Analyzer — This tool parses Windows Prefetch files to reconstruct application execution history and identify suspicious activity for digital forensics and incident response professionals.
13. MacOS Data Access — Provides AI assistants access to macOS data (Messages, Contacts, Calendar, etc.) via the Model Context Protocol.
14. Beachhead Market Strategist — This tool helps entrepreneurs and product managers identify the ideal initial market segment by evaluating burning pain, willingness to pay, and strategic growth potential.
15. Nosql Expert — Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
16. Linux Persistence Analyzer — This tool identifies Linux persistence mechanisms and correlates them with auditd logs to help security analysts reconstruct adversary access timelines during incident response.
17. Error Detective — Searches logs and code for error patterns, correlates issues across systems, and identifies root causes.
18. Web Content Extractor — Deep web scraping, screenshots, and PDF parsing using Firecrawl API for developers.
19. Angular Performance Optimizer — This guide assists developers in refactoring and writing high-performance Angular code by providing actionable strategies for bundle optimization, efficient rendering, and improved application scalability.
20. Pursuit Governance Manager — This tool helps enterprise teams standardize communication cadences, track critical decisions, and define escalation paths for complex strategic pursuits.
21. Context Requirement Analyzer — This tool identifies necessary codebase files for an AI to answer complex technical questions, helping developers provide relevant context for more accurate responses.