clay-pack

Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues. Use when standard troubleshooting fails, investigating intermittent enrichment failures, or preparing detailed evidence for Clay support escalation. Trigger with phrases like "clay hard bug", "clay mystery error", "clay impossible to debug", "difficult clay issue", "clay deep debug".

Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven, or planning architecture for Clay-powered data operations. Trigger with phrases like "clay architecture", "clay blueprint", "how to structure clay", "clay integration design", "clay event-driven".

Configure CI/CD pipelines for Clay integrations with automated testing and validation. Use when setting up automated tests for Clay webhook handlers, validating enrichment data quality in CI, or integrating Clay checks into your build process. Trigger with phrases like "clay CI", "clay GitHub Actions", "clay automated tests", "CI clay", "test clay integration".

Diagnose and fix the most common Clay errors and integration issues. Use when encountering Clay errors, debugging failed enrichments, or troubleshooting webhook delivery problems. Trigger with phrases like "clay error", "fix clay", "clay not working", "debug clay", "clay enrichment failed", "clay webhook error".

Build a complete lead enrichment pipeline using Clay tables, webhooks, and waterfall enrichment. Use when building lead generation features, enriching prospect lists, or creating automated data enrichment workflows. Trigger with phrases like "clay lead enrichment", "clay main workflow", "enrich contacts in clay", "clay prospect list", "clay enrichment pipeline".