Address pull-request comments and reviews iteratively until the PR is clean — fetch all comments with paranoid pagination, classify by author (AI bot vs human), verify each finding, address it, find similar patterns, reply per-thread, resolve threads, pull SonarCloud findings, check CI before pushing, retrigger AI…
Developer workflow for creating or updating Netdata topology producers and topology Function payloads using the production netdata.topology.v1 schema. Use when adding or migrating topology:network-connections, topology:streaming, topology:snmp, vSphere topology, correlation rules, graph presentation, drilldowns…
Best practices and orientation for AI assistants authoring or modifying Netdata data-collection plugins or modules in any language. Read before adding a new collector, modifying an existing one, working on logs, topology, NetFlow/sFlow/IPFIX, OTEL ingestion, SNMP profiles, statsd, Prometheus scraping, or interactive…
Use when diagnosing issues with Apache ActiveMQ Classic 5.x: memory pressure cascade, store exhaustion spiral, gc pause death spiral, poison message / dlq storm, or connection/thread exhaustion. Queries Netdata via MCP for Apache ActiveMQ Classic 5.x health signals, applies the diagnostic tree from the Netdata…
Use when diagnosing issues with Apache HTTPD: worker exhaustion, memory exhaustion, listen queue overflow, slow backend cascade, or log disk full / pipe stall. Queries Netdata via MCP for process presence, critical-path reachability, requests per second, bytes served per second, request processing duration, applies…
Use when diagnosing issues with VMware vCenter Server Appliance (vCSA): certificate expiry cascade, disk space exhaustion on a specific partition, database bloat / stats table growth, vpxd memory exhaustion / crash loop, or service dependency deadlock. Queries Netdata via MCP for VMware vCenter Server Appliance (vCSA)…