Social media campaign analysis and performance tracking.
Implement OAuth 2.0 authentication with GitHub and Microsoft Entra (Azure AD) in Cloudflare Workers and other edge environments.
Oban job processing — workers, perform/1 (OSS) and process/1 (Pro), queues, cron, retries, unique jobs, idempotency, Oban Pro (Workflow…
Add Tiptap rich text editing with debounced autosave to Rails models using Stimulus.
Use when preparing responses to prospect objections during outbound, discovery, or follow-up conversations.
Use when blocks (closures) and Grand Central Dispatch in Objective-C for concurrent programming including block syntax, capture semantics…
Query PXW_Xref.Data in InterSystems IRIS to find which ObjectScript classes, methods, and properties use or reference another class member.
OBLITERATUS: abliterate LLM refusals (diff-in-means).
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable…
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated…
Use when you have a spec or requirements for a multi-step task, before touching code
Intent-based observability + traceability router across layers, boundaries, and signals.
Guides the implementation of logs, metrics, and traces while standardizing observability maturity and alert configurations.
Observability data (spans, traces, logs, profiles) is a METERED cost with a silent failure mode: when the quota is exhausted the provider…
Making multi-agent workflows visible and debuggable for designers and developers.
Enforce structured logging, Sentry integration, and distributed tracing patterns.
ObservableGodot project reference — C++ GDExtension interceptors, .NET data fabric, Parquet output, three-tier pipeline
Aggregate and display system metrics with anomaly detection for a time period