Use when you have preprocessed individual GCxGC-MS chromatograms (each smoothed with Whittaker smoother, baseline-corrected with asymmetric least squares, and aligned against a…
Workflows for setting up and auditing observability (logging, monitoring, tracing) on GKE.
Structured logging, distributed tracing, metrics, and health checks for Go services. Covers slog, OpenTelemetry, Prometheus, and observability best practices.
Review Go code for observability gaps: missing structured logging, broken trace context propagation, Prometheus cardinality explosions, span lifecycle errors, and sensitive fields…
Audit Go observability — structured logging, Prometheus metrics, OpenTelemetry traces, pprof, health checks
Observability visualization with Grafana and LGTM stack. Dashboard design, panel configuration, alerting, variables/templating, and data sources.
Synchronizes Grafana dashboards between instances using the Grafana HTTP API v5. Handles provisioning, folder management, and datasource remapping for multi-environment…
Create and manage production-ready Grafana dashboards for comprehensive system observability. — from whatamelon/AGENT-HARNESS-BASELINE
Create and manage production Grafana dashboards for real-time visualization of system and application metrics.
Create and manage production Grafana dashboards for real-time visualization of system and application metrics.
Optimize Grammarly costs through tier selection, sampling, and usage monitoring. Use when analyzing Grammarly billing, reducing API costs, or implementing usage monitoring and…
Implement Grammarly data handling patterns for document processing. Use when handling large documents, managing text chunking, or implementing data pipelines for Grammarly API.
Configure Grammarly enterprise role-based access control. Use when managing team access, configuring organization settings, or implementing Grammarly enterprise governance.
Install and configure Grammarly SDK/CLI authentication. Use when setting up a new Grammarly integration, configuring API keys, or initializing Grammarly in your project.
Deep dive into Grammarly API migration patterns. Use when migrating between API versions or from deprecated endpoints.
Configure Grammarly across multiple environments. Use when setting up dev/staging/prod environments with Grammarly API.
Implement Grammarly observability with metrics and logging. Use when setting up monitoring, tracking API performance, or implementing alerting for Grammarly integrations.
Upgrade and migration guidance for Grammarly API version changes. Use when migrating between Grammarly API versions or updating endpoint references.
Implement Grammarly webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Grammarly event…
Optimize Granola costs — plan selection, ROI calculation, seat management, and billing strategies for individuals and teams.
Manage Granola data export, retention policies, GDPR/CCPA compliance, and archival workflows. Handle Subject Access Requests and Right to Erasure.
Configure enterprise role-based access control for Granola workspaces. Use when defining user roles, setting sharing permissions, configuring SSO group mappings, or implementing…
Install and configure Granola AI meeting notes with calendar and audio permissions. Use when setting up Granola for the first time, connecting Google/Outlook calendars, granting…
Access Granola meeting data programmatically for developer workflows. Use when reading notes from the local cache, building MCP integrations, extracting action items into code, or…
Migrate to Granola from Otter.ai, Fireflies, Fathom, tl;dv, or manual note-taking. Covers data export from source tools, parallel-run strategy, team transition, and historical…
Monitor Granola adoption, meeting analytics, and build custom dashboards. Use when tracking team meeting patterns, measuring adoption, building analytics pipelines, or creating…
Upgrade Granola app versions and migrate between subscription plans. Use when upgrading the desktop app, changing from free to paid plans, downgrading with data preservation, or…
Optimize Groq costs through model routing, token management, and usage monitoring. Use when analyzing Groq billing, reducing API costs, or implementing usage monitoring and budget…
Optimize Groq costs through tier selection, sampling, and usage monitoring. Use when analyzing Groq billing, reducing API costs, or implementing usage monitoring and budget…
Implement prompt sanitization, PII redaction, response filtering, and usage tracking for Groq API integrations.
Implement Groq PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or…
Configure Groq organization management, API key scoping, spending controls, and team access patterns.
Install and configure Groq SDK/CLI authentication. Use when setting up a new Groq integration, configuring API keys, or initializing Groq in your project.
Migrate from OpenAI/Anthropic/other LLM providers to Groq, or migrate between Groq model generations with zero-downtime traffic shifting.
Configure Groq across dev, staging, and production with environment-specific model selection, rate limits, and API keys.
Set up observability for Groq integrations: latency histograms, token throughput, rate limit gauges, cost tracking, and Prometheus alerts.
Set up comprehensive observability for Groq integrations with metrics, traces, and alerts. Use when implementing monitoring for Groq operations, setting up dashboards, or…
Upgrade groq-sdk versions and handle Groq model deprecations. Use when upgrading SDK versions, detecting deprecated models, or migrating to new Groq model IDs.
Diagnose and fix common Guidewire Cloud API errors including Gosu exceptions, validation failures, and integration issues. Trigger: "guidewire common errors", "common-errors".
Optimize Guidewire Cloud costs: license management, API usage, compute right-sizing. Trigger: "guidewire cost tuning", "cost-tuning".
Data handling for Guidewire: entity management, data migration, batch operations, and governance. Trigger: "guidewire data handling", "data-handling".
Install Guidewire Studio, configure Cloud API OAuth2 authentication, and register applications with Guidewire Hub.
Migrate to Guidewire Cloud from self-managed or legacy insurance systems. Trigger: "guidewire migration deep dive", "migration-deep-dive".
Configure Guidewire multi-environment: dev, staging, and production with configuration promotion. Trigger: "guidewire multi env setup", "multi-env-setup".
Monitor Guidewire InsuranceSuite: logging, metrics, tracing, and alerting via GCC. Trigger: "guidewire observability", "observability".
Upgrade Guidewire InsuranceSuite versions and migrate between Cloud environments. Trigger: "guidewire upgrade migration", "upgrade-migration".
Use after harness DDD design or maintenance scope analysis is complete and before implementation planning to decide detailed technical strategies such as polling vs push, retry…
Helicone API for LLM observability — request logging, cost tracking, and performance analytics. Use when user mentions "Helicone", "LLM logs", "AI cost tracking", "request…
Liveness + readiness + metrics + sessions + pools + version. Every read-only observability endpoint. Use when the user says "is the proxy up", "Prometheus", "metrics", "what to…
A simple introductory skill that demonstrates basic OpenCode skill functionality and provides a starting template
Optimize Hex costs through tier selection, sampling, and usage monitoring. Use when analyzing Hex billing, reducing API costs, or implementing usage monitoring and budget alerts.
Install and configure Hex SDK/CLI authentication. Use when setting up a new Hex integration, configuring API keys, or initializing Hex in your project.
Implement Hex webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Hex event notifications…
Optimize Hootsuite costs through tier selection, sampling, and usage monitoring. Use when analyzing Hootsuite billing, reducing API costs, or implementing usage monitoring and…
Install and configure Hootsuite SDK/CLI authentication. Use when setting up a new Hootsuite integration, configuring API keys, or initializing Hootsuite in your project.
Analyze, plan, and execute Hootsuite SDK upgrades with breaking change detection. Use when upgrading Hootsuite SDK versions, detecting deprecations, or migrating to new API…
Implement Hootsuite webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Hootsuite event…
Review FunctionGraph production readiness on Huawei Cloud — VPC access configuration, concurrency limits and reserved instances, cold-start optimization, observability via LTS and…
Manage Ideogram generated image assets, metadata tracking, and lifecycle management. Use when implementing image persistence, tracking generation history, or building asset…
Implement team-based access control and credit management for Ideogram. Use when managing multiple teams with separate budgets, enforcing content policies, or implementing API key…