Migrate from OpenAI/Anthropic/other LLM providers to Cohere, or vice versa. Use when switching LLM providers, migrating embeddings between models, or re-platforming existing AI…
Set up comprehensive observability for Cohere API v2 with metrics, traces, and alerts. Use when implementing monitoring for Chat/Embed/Rerank operations, setting up dashboards, or…
Migrate from Cohere API v1 to v2 and upgrade SDK versions. Use when upgrading cohere-ai SDK, migrating from CohereClient to CohereClientV2, or handling breaking changes between…
Implement Cohere streaming event handling, SSE patterns, and connector webhooks. Use when building streaming UIs, handling chat/tool events, or registering Cohere connectors for…
Route data-related requests to the right Monte Carlo skill or workflow. USE WHEN alerts, incidents, data broken, stale, coverage gaps, data quality, or any ambiguous data…
Diagnose and fix CoreWeave GPU scheduling, pod, and networking errors. Use when pods are stuck Pending, GPUs are not allocated, or experiencing CUDA and NCCL errors.
Optimize CoreWeave GPU cloud costs with right-sizing and scheduling. Use when reducing GPU spend, selecting cost-effective instances, or implementing scale-to-zero for dev…
Handle training data and model artifacts on CoreWeave persistent storage. Use when managing large datasets, configuring storage classes, or implementing data pipelines for GPU…
Configure RBAC and namespace isolation for CoreWeave multi-team GPU access. Use when managing team permissions, isolating GPU quotas, or implementing namespace-level access…
Migrate ML workloads from AWS/GCP/Azure to CoreWeave GPU cloud. Use when moving inference services from hyperscaler GPU instances, migrating training pipelines, or evaluating…
Configure CoreWeave across development, staging, and production environments. Use when setting up multi-environment GPU infrastructure, separating namespaces, or managing…
Set up GPU monitoring and observability for CoreWeave workloads. Use when implementing GPU metrics dashboards, configuring alerts, or tracking inference latency and throughput.
Optimize CoreWeave GPU inference latency and throughput. Use when reducing inference latency, maximizing GPU utilization, or tuning batch sizes and concurrency.
Monitor CoreWeave cluster events and GPU workload status. Use when tracking pod lifecycle events, monitoring GPU utilization, or alerting on inference service health changes.
Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies.
Author Grafana dashboards for Lerian Go services rooted in real lib-observability telemetry (tracing, metrics, log, constants).
Troubleshoot common Cursor IDE errors: authentication, completion, indexing, API, and performance issues.
Create your first project using Cursor AI features: Tab, Chat, Composer, and Inline Edit. Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try…
Install Cursor IDE and configure authentication across macOS, Linux, and Windows. Triggers on "install cursor", "setup cursor", "cursor authentication", "cursor login", "cursor…
Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor…
Optimize Cursor IDE performance: reduce memory usage, speed up indexing, tune AI features, and manage extensions for large codebases.
Upgrade Cursor versions, migrate from VS Code, and transfer settings between machines. Triggers on "upgrade cursor", "update cursor", "cursor migration", "cursor new version", "vs…
Diagnose and fix Customer.io common errors. Use when troubleshooting API errors, delivery failures, campaign issues, or SDK exceptions.
Implement Customer.io core features: transactional messages, API-triggered broadcasts, segments, and person merge.
Optimize Customer.io costs and usage efficiency. Use when reducing profile count, cleaning inactive users, deduplicating events, or right-sizing your plan.
Identify and avoid Customer.io anti-patterns and gotchas. Use when reviewing integrations, onboarding developers, or auditing existing Customer.io code.
Set up Customer.io monitoring and observability. Use when implementing metrics, structured logging, alerting, or Grafana dashboards for Customer.io integrations.
Implement Customer.io reliability and fault-tolerance patterns. Use when building circuit breakers, fallback queues, idempotency, or graceful degradation for Customer.io…
Plan and execute Customer.io SDK upgrades and migrations. Use when upgrading customerio-node versions, migrating from legacy APIs, or updating to new SDK patterns.
Implement Customer.io webhook and reporting event handling. Use when processing email delivery events, click/open tracking, bounce handling, or streaming to a data warehouse.
Modern data orchestration with Dagster - Software-Defined Assets, declarative pipelines, observability, and production patterns.
Use when classifying data, setting retention, judging cross-border transfer, or shaping DSR workflow. Triggers on 'how long do we keep this', 'can this data go to the US'.
Optimize Databricks costs with cluster policies, spot instances, and monitoring. Use when reducing cloud spend, implementing cost controls, or analyzing Databricks usage costs.
Implement Delta Lake data management patterns including GDPR, PII handling, and data lifecycle. Use when implementing data retention, handling GDPR requests, or managing data…
Configure Databricks enterprise SSO, Unity Catalog RBAC, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up…
Install and configure Databricks CLI and SDK authentication. Use when setting up a new Databricks integration, configuring tokens, or initializing Databricks in your project.
Configure Databricks local development with Databricks Connect, Asset Bundles, and IDE. Use when setting up a local dev environment, configuring test workflows, or establishing a…
Execute comprehensive platform migrations to Databricks from legacy systems. Use when migrating from on-premises Hadoop, other cloud platforms, or legacy data warehouses to…
Set up comprehensive observability for Databricks with metrics, traces, and alerts. Use when implementing monitoring for Databricks jobs, setting up dashboards, or configuring…
Optimize Databricks cluster and query performance. Use when jobs are running slowly, optimizing Spark configurations, or improving Delta Lake query performance.
Upgrade Databricks runtime versions and migrate between features. Use when upgrading DBR versions, migrating to Unity Catalog, or updating deprecated APIs and features.
Configure Databricks job notifications, webhooks, and event handling. Use when setting up Slack/Teams notifications, configuring alerts, or integrating Databricks events with…
Configure enterprise role-based access control for Deepgram integrations. Use when implementing team permissions, managing API key scopes, or setting up organization-level access…
Configure Deepgram multi-environment setup for dev, staging, and production. Use when setting up environment-specific configurations, managing multiple Deepgram projects, or…
Set up comprehensive observability for Deepgram integrations. Use when implementing monitoring, setting up dashboards, or configuring alerting for Deepgram integration health.
Plan and execute Deepgram SDK upgrades and model migrations. Use when upgrading SDK versions (v3 to v4 to v5), migrating models (Nova-2 to Nova-3), or planning API version…
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does not implement observability code - only validates it.
Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks. — from general/hello-world-templates
Optimize Documenso usage costs and manage subscription efficiency. Use when analyzing costs, optimizing document usage, or managing Documenso subscription tiers.
Handle document data, signatures, and PII in Documenso integrations. Use when managing document lifecycle, handling signed PDFs, or implementing data retention policies.
Configure Documenso enterprise role-based access control and team management. Use when implementing team permissions, configuring organizational roles, or setting up enterprise…
Install and configure Documenso SDK/API authentication. Use when setting up a new Documenso integration, configuring API keys, or initializing Documenso in your project.
Execute comprehensive Documenso migration strategies for platform switches. Use when migrating from other signing platforms, re-platforming to Documenso, or performing major…
Configure Documenso across multiple environments (dev, staging, production). Use when setting up environment-specific configurations, managing API keys, or implementing…
Manage Documenso API version upgrades and SDK migrations. Use when upgrading from v1 to v2 API, updating SDK versions, or migrating between Documenso versions.
Implement Documenso webhook configuration and event handling. Use when setting up webhook endpoints, handling document events, or implementing real-time notifications for document…
Effect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.
Time with Clock/Duration, tracing spans, and structured logging. Use for time-based logic, deadlines, and observability.
EKS observability with metrics, logging, and tracing. Use when setting up monitoring, configuring logging pipelines, implementing distributed tracing, building production…
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access