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Monitoring

Observability, logging, and metrics.

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monitoring
132

sentry-performance-monitoring

Use when setting up performance monitoring, distributed tracing, or profiling with Sentry. Covers transactions, spans, and performance insights.

TheBushidoCollective
TheBushidoCollective
devops
open
monitoring
132

analyze-performance

Analyze performance metrics and identify slow transactions in Sentry

TheBushidoCollective
TheBushidoCollective
devops
open
monitoring
132

go-error-handling

Use when Go error handling with error wrapping, sentinel errors, and custom error types. Use when handling errors in Go applications.

TheBushidoCollective
TheBushidoCollective
devops
open
monitoring
124

test-reporting-analytics

Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

proffesor-for-testing
proffesor-for-testing
devops
open
monitoring
124

workbench-ble

Use this skill whenever the user needs to interact with BLE peripherals through the workbench — scanning for devices, connecting by address, writing to GATT characteristics, or checking connection status. The Pi acts as a BLE-to-HTTP bridge using bleak. Also use when sending keystrokes to BLE HID devices, triggering OTA via BLE commands, or debugging BLE connectivity. Triggers on "BLE", "bluetooth", "GATT", "NUS", "Nordic UART", "BLE scan", "BLE write", "BLE connect".

SensorsIot
SensorsIot
devops
open
monitoring
124

aqua-metrics

Set up Prometheus and Grafana monitoring for AQUA vLLM model deployments on OCI. Covers the signing proxy, container registry setup, OCI Container Instance deployment, and PromQL dashboards. Triggered when user wants to monitor LLM deployments, view TTFT/latency/throughput metrics, or set up observability for AQUA.

oracle
oracle
devops
open
monitoring
120

dtctl

Investigate incidents, debug performance issues, analyze logs, and manage observability resources in Dynatrace using the dtctl CLI. Use this skill whenever the user asks about error rates, latency spikes, service health, crash-looping pods, web vitals, SLO status, open problems, root cause analysis, log patterns, trace analysis, or building dashboards — even if they don't mention Dynatrace by name. Also covers DQL queries, workflow management, notebook and dashboard creation, settings configuration, and any operations against a Dynatrace environment.

dynatrace-oss
dynatrace-oss
devops
open
monitoring
119

add-model

Add a new model to the SGLang Cookbook, including documentation, sidebar, config generator component, and model YAML configuration.

sgl-project
sgl-project
devops
open
monitoring
118

monitoring-observability

Monitoring and observability strategy, implementation, and troubleshooting. Use for designing metrics/logs/traces systems, setting up Prometheus/Grafana/Loki, creating alerts and dashboards, calculating SLOs and error budgets, analyzing performance issues, and comparing monitoring tools (Datadog, ELK, CloudWatch). Covers the Four Golden Signals, RED/USE methods, OpenTelemetry instrumentation, log aggregation patterns, and distributed tracing.

ahmedasmar
ahmedasmar
devops
open
monitoring
117

blueprint-graphs

Add, connect, and configure nodes in Blueprint event graphs and function graphs

kevinpbuckley
kevinpbuckley
devops
open
monitoring
117

hmt-open

Open a pyHMT2D hydraulic model project (SRH-2D or HEC-RAS) and display its materials, boundary conditions, and available result variables. Use this when the user wants to open, load, or inspect a hydraulic model.

psu-efd
psu-efd
devops
open
monitoring
115

signoz

Use this skill when working with SigNoz - open-source observability platform for application monitoring, distributed tracing, log management, metrics, alerts, and dashboards. Triggers on SigNoz setup, OpenTelemetry instrumentation for SigNoz, sending traces/logs/metrics to SigNoz, creating SigNoz dashboards, configuring SigNoz alerts, exception monitoring, and migrating from Datadog/Grafana/New Relic to SigNoz.

AbsolutelySkilled
AbsolutelySkilled
devops
open
monitoring
115

observability

Use this skill when implementing logging, metrics, distributed tracing, alerting, or defining SLOs. Triggers on structured logging, Prometheus, Grafana, OpenTelemetry, Datadog, distributed tracing, error tracking, dashboards, alert fatigue, SLIs, SLOs, error budgets, and any task requiring system observability or monitoring setup.

AbsolutelySkilled
AbsolutelySkilled
devops
open
monitoring
115

prd-to-plan

Convert a PRD into a phased implementation plan using tracer-bullet vertical slices. Use when user wants to break down a PRD, create an implementation plan, plan phases from a PRD, or mentions tracer bullets.

softspark
softspark
devops
open
monitoring
113

elasticsearch

Interact with Elasticsearch and Kibana via REST API using curl. Use when querying, indexing, managing indices, checking cluster health, writing aggregations, deploying dashboards, or troubleshooting Elasticsearch. Requires cluster URL and API key. Covers: search (Query DSL), CRUD operations, index management, mappings, aggregations, cluster health, ILM, ES|QL, Kibana API (dashboards, data views, saved objects), OpenTelemetry data patterns, and common troubleshooting patterns.

NikiforovAll
NikiforovAll
devops
open
monitoring
113

railway-observability

Railway.com built-in metrics, monitoring dashboards, alerting (Pro plan), and external OTEL integration with Grafana. Use when setting up monitoring, creating dashboards, configuring alerts, integrating Prometheus/Loki/Tempo, deploying Grafana stack, or analyzing Railway service metrics.

NeverSight
NeverSight
devops
open
monitoring
113

hermetica-yield-rotator

Cross-protocol yield rotator for Stacks mainnet. Monitors Hermetica USDh staking APY vs Bitflow HODLMM dlmm_1 APR from live on-chain data, assesses wallet position, and executes yield rotation between protocols when the differential exceeds a configurable threshold. Write-capable: outputs MCP commands for stake, initiate-unstake, complete-unstake, and cross-protocol rotate actions.

NeverSight
NeverSight
devops
open
monitoring
113

ai-observability-langfuse

LLM observability with Langfuse — OpenTelemetry-based tracing, evaluations, prompt management, datasets, and production best practices

NeverSight
NeverSight
devops
open
monitoring
113

observability

Use this skill when implementing logging, metrics, distributed tracing, alerting, or defining SLOs. Triggers on structured logging, Prometheus, Grafana, OpenTelemetry, Datadog, distributed tracing, error tracking, dashboards, alert fatigue, SLIs, SLOs, error budgets, and any task requiring system observability or monitoring setup.

NeverSight
NeverSight
devops
open
monitoring
113

signoz

Use this skill when working with SigNoz - open-source observability platform for application monitoring, distributed tracing, log management, metrics, alerts, and dashboards. Triggers on SigNoz setup, OpenTelemetry instrumentation for SigNoz, sending traces/logs/metrics to SigNoz, creating SigNoz dashboards, configuring SigNoz alerts, exception monitoring, and migrating from Datadog/Grafana/New Relic to SigNoz.

NeverSight
NeverSight
devops
open
monitoring
112

telemetry-essentials

MANDATORY for ALL telemetry, logging, and observability work. Invoke before writing telemetry handlers, Logger calls, or metrics code.

j-morgan6
j-morgan6
devops
open
monitoring
111

provider-dev

Use when adding a new WAF/CDN provider or extending detection logic.

ammarion
ammarion
devops
open
monitoring
109

building-with-envoy-gateway

Build production traffic engineering for Kubernetes with Envoy Gateway, Gateway API, KEDA autoscaling, and Envoy AI Gateway. Use when implementing ingress, rate limiting, traffic routing, TLS, autoscaling, or LLM traffic management.

panaversity
panaversity
devops
open
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