Generate metrics collectors, alert rules, and dashboard panels from formal properties.
npx skills add https://github.com/sam-fakhreddine/wfc --skill wfc-observe
Please help me install this Agent Skill. Skill: wfc-observe Source: https://github.com/sam-fakhreddine/wfc/tree/main/wfc/skills/wfc-observe Command: npx skills add https://github.com/sam-fakhreddine/wfc --skill wfc-observe
This Skill automates the generation of observability infrastructure by mapping formal properties (like safety, liveness, and performance) to concrete monitoring elements, thereby reducing manual configuration and ensuring comprehensive coverage.
Generate observability infrastructure from the PROPERTIES.md file.
High-intent search queries and answers about installing and using this skill.
This approach automates observability instrumentation by mapping formal safety, liveness, and performance properties to concrete observables. It directly creates metrics collectors, alert rules, and dashboard panel configurations from your property definitions.
Property-to-observable mapping translates formal safety, liveness, and performance characteristics into actionable monitoring elements. It converts defined properties into concrete metrics, alert rules, and dashboard panel configurations for new features.
Yes, formal property definitions are required to derive monitoring elements. The instrumentation generation depends on these defined safety, liveness, and performance properties to automatically create accurate metrics collectors and alert rules.
Yes, you can automatically create metrics collectors for a new microservice from its safety properties. The instrumentation process maps these formal definitions directly to concrete metrics, alert rules, and dashboard panel configurations.
You can improve monitoring coverage by automating observability infrastructure generation from formal properties. This reduces manual configuration by translating defined safety, liveness, and performance properties directly into metrics, alerts, and dashboards.
santosomarTranslate natural-language requirements into TLA+ safety and liveness properties.
aRustyDevCreate and manage production Grafana dashboards for real-time metric visualization.
lapc506Implement an observability stack with Prometheus, Grafana, Jaeger, and Loki.
sunLeeeDefine monitoring and alerting conventions for production systems.
