Trace webhooks through serve, relay, and smash stages to diagnose delivery failures.
npx skills add https://github.com/heyAyushh/hook --skill pipeline-debug
Please help me install this Agent Skill. Skill: pipeline-debug Source: https://github.com/heyAyushh/hook/tree/main/skills/pipeline-debug Command: npx skills add https://github.com/heyAyushh/hook --skill pipeline-debug
Diagnose end-to-end webhook delivery issues across the serve, relay, and smash stages by tracing a single event through the pipeline and its Kafka topics.
Kick off a debugging session by tracing a failing webhook from ingress to egress and inspecting each stage’s logs and topics.
High-intent search queries and answers about installing and using this skill.
Trace a webhook through a Kafka pipeline by inspecting source and core topics, reviewing consumer groups, and checking stage logs to pinpoint where events drop or delay. This verifies progress from ingress to egress across serve, relay, and smash stages.
A webhook event drops silently before reaching the core topic due to relay routing failures or serve validation rejections. Inspect envelopes and stage logs to understand payload transformation and identify the exact point of failure in the pipeline.
You can replay messages from the dead-letter queue (DLQ) to validate webhook delivery fixes. Replaying failed events allows you to test corrections and confirm successful processing through the serve, relay, and smash stages.
The best way to diagnose end-to-end webhook delivery issues is to trace a single event through the serve, relay, and smash stages. Guided checks, log inspection, and topic verification reveal where payload transformation or routing breaks down.
Verify consumer group progress for a failing webhook event by inspecting source and core Kafka topics. Checking consumer group offsets and reviewing event envelopes confirms whether the payload stalled during relay routing or core topic inspection.
Inspect event envelopes during webhook debugging when you need to understand payload transformation and routing across the pipeline. Reviewing envelopes alongside stage logs helps diagnose why webhooks fail serve validation or relay routing.
heyAyushhCreates and configures Kafka topics for the hook event pipeline.
machenjieDesign message queue consumers with idempotency, retry, DLQ, and backpressure rules.
HeldinhowDevelop real-time streaming applications with Apache Kafka Streams.
camoneartImplement distributed tracing across microservices with OpenTelemetry and Jaeger or Tempo backends.
