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Skills IA Données et IA

Découvrez les skills Données et IA, comparez leurs dépôts et consultez leurs instructions.

Catégories: Données et IA

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GitHub

gcp-gke-monitoring-observability

dawiddutoit

Set up logging, metrics, distributed tracing, and alerting for GKE applications. Use when configuring Cloud Logging, creating dashboards in Cloud Monitoring, instrumenting Spring Boot with metrics, setting up a...

GitHub

django-health

carlos-ASG

Django health check configuration and patterns using django-health-check for system monitoring, Docker healthchecks, and Kubernetes probes. Trigger: When implementing health checks, monitoring endpoints, or rea...

GitHub

monitoring-observability

justmy2satoshis

Production monitoring and observability for LLM applications with AgentOps session tracking, Google Cloud Observability integration, and Dynatrace monitoring. Provides real-time performance metrics, error track...

GitHub

python-micrometer-sli-slo-monitoring

dawiddutoit

Define and monitor Service Level Indicators (SLIs) and Service Level Objectives (SLOs) using Micrometer histograms. Use when implementing availability and latency SLOs, creating SLO-aligned histogram buckets, m...

GitHub

cookies-analytics

Manuelvillarvieites

Set up Google Analytics 4 with DSGVO-compliant cookie consent banner. Use when analytics tracking is needed. Triggers on "analytics", "GA4", "Google Analytics", "cookie consent", "tracking".

GitHub

observability-instrument-with-otel

dawiddutoit

Add OpenTelemetry instrumentation to service methods for distributed tracing and observability. Use when adding new service methods, debugging complex flows, investigating performance issues, or need distribute...

GitHub

observability-analyze-logs

dawiddutoit

Analyze OpenTelemetry logs with trace reconstruction, error analysis, and AI-powered debugging. Use when investigating errors, checking logs, debugging issues, viewing traces, or analyzing execution flow. Works...

GitHub

python-micrometer-business-metrics

dawiddutoit

Implement domain-specific KPI metrics for business operations like charges, invoices, payments. Use when instrumenting service layer operations, measuring business process outcomes, implementing SLI/SLO monitor...

GitHub

agent-observability

abhishekmmgn

strategies for agent observability (logging, tracing, metrics). Use this to instrument agents for debugging, performance tracking, and quality assurance.

GitHub

ha-graphs-visualization

dawiddutoit

Create and configure Home Assistant graphs and visualizations including history-graph, statistics-graph, mini-graph-card (HACS), and apexcharts-card (HACS) with time ranges, multiple sensors, aggregations, and...

GitHub

python-micrometer-metrics-setup

dawiddutoit

Set up Micrometer metrics in a Spring Boot service from scratch, including dependencies, Actuator configuration, and registry customization. Use when starting a new microservice, configuring metrics export back...

GitHub

kafka-producer-implementation

dawiddutoit

Implement type-safe Kafka producers for event streaming with msgspec serialization. Use when building async/await producers that publish domain events (orders, transactions, etc.) with schema validation, error...

GitHub

python-micrometer-cardinality-control

dawiddutoit

Prevent OutOfMemoryError from unbounded metric tags by implementing cardinality limits. Use when adding tags to Micrometer metrics, normalizing URIs or IDs to bounded categories, monitoring metric explosion, or...

GitHub

structured-logging

RooseveltAdvisors

JSON-based structured logging for audit trails and debugging. Use for logging all agent operations, quality metrics, errors, and execution times with daily rotation and automatic cleanup.

GitHub

early-anomaly-detection

profmikegreene

Detect and alert on emerging anomalies and risk flags from pilot metrics and data streams. Use when monitoring live data, threshold breaches, or statistical outliers to trigger governance reviews and corrective...

GitHub

otel-logging-patterns

dawiddutoit

Implement OpenTelemetry (OTEL) logging with trace context correlation and structured logging. Use when setting up production logging with OTEL exporters, structlog/loguru integration, trace context propagation,...

GitHub

tdd-cycle

SwiftyJunnos

Execute a complete TDD cycle (RED → GREEN → REFACTOR) for one test. Orchestrates the full workflow from writing a failing test through implementation and refactoring to commit.

GitHub

mobile-testing

BabakBar

Write and run tests for React Native apps using Jest and React Native Testing Library. Use when creating tests, debugging failures, or setting up test infrastructure.

GitHub

testing-test-writing

grimmolf

Follow TDD cycle (RED-GREEN-REFACTOR) writing failing tests first, covering edge cases and error states, using explicit fixtures, and maintaining fast test suites with coverage gates. Use this skill when writin...

GitHub

mockoon-cli

robanderson

Use Mockoon CLI to create API proxies with full request/response logging, mock API servers for testing, and record real API interactions for debugging. Use when testing APIs, creating compatibility layers, debu...

GitHub

writing-skills

nice-and-precise

TDD for process documentation - test with subagents before writing, iterate until bulletproof

Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.

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