langsmith-testing
LangSmith trace validation for RAG observability - every query must be traced
LangSmith trace validation for RAG observability - every query must be traced
Project-agnostic agent setup wizard for Ralph Orchestra with Quick Start, Standard, and Expert modes
Add a new ABAP object type with full ADK model and abapGit serialization support. USE WHEN adding a new ABAP type (PROG, FUGR, TABL, DOMA, DTEL, MSAG, etc.), ADK support, or abapGit handler. Trigger words - new object type, add object type, support PROG, add abapGit handler.
Generate, build, and deploy custom ERC20 tokens on EVM networks. Use when users want to create and deploy their own ERC20 tokens with custom parameters like name, symbol, decimals, and initial supply. Supports deployment to various networks including Sepolia testnet and requires Foundry (forge/cast) for blockchain interactions.
Configures CDP activations for exporting segment/journey audiences to external destinations. Covers connection discovery, activation YAML structure, schedule options (daily/weekly/monthly/cron), column selection with masking, behavior data export, and notifications. Use when setting up destination exports for segments, configuring journey activation steps, or setting up schedules and column mappings. Always run `tdx connection list` and `tdx connection schema` first.
Use when working with OpenTelemetry - configuring collectors, designing pipelines, instrumenting applications, implementing sampling strategies, managing cardinality, securing telemetry data, troubleshooting observability issues, writing OTTL transformations, making production observability architecture decisions, or setting up observability for AI coding agents (Claude Code, Codex, Gemini CLI, GitHub Copilot, and others)
Configure Konflux for new Submariner version - creates overlays, tenant config, and RPAs for Y-stream releases.
Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse LLM tracing, and drift detection. Use when adding logging, metrics, distributed tracing, LLM cost tracking, or quality drift monitoring.
Set up observability for applications and infrastructure with metrics, logs, traces, and alerts.
Transloco i18n best practices for Angular. Install alongside angular-best-practices.
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaScript, TypeScript, Python, React, Next.js, and Node.js.
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaScript, TypeScript, Python, React, Next.js, and Node.js.
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaScript, TypeScript, Python, React, Next.js, and Node.js.
Expert-level Prometheus monitoring, metrics collection, PromQL queries, alerting, and production operations
Observability and SRE expert. Use when setting up monitoring, logging, tracing, defining SLOs, or managing incidents. Covers Prometheus, Grafana, OpenTelemetry, and incident response best practices.
Expert-level monitoring and observability with Prometheus, Grafana, logging, and alerting
First-ever Zig implementation of Google's Open Location Code (Plus Codes) with GF(3) spatial trit assignment
Add business metrics using AWS EMF (Embedded Metric Format) to API endpoints. Focus on domain-specific metrics only - AWS AppRunner provides default SLO/SLA metrics. Use when implementing new endpoints, adding command handlers, or instrumenting business events.
P-adic ultrametric distance as foundation for UMAP→itUMAP→HNSW→Snowflake→MLX→SPI skill stack with cq/jq/narya normal form diffing
P-adic ultrametric distance for UMAP/itUMAP/HNSW with Snowflake Arctic 1024-bit embeddings on Apple Silicon via MLX. Full SPI trace down to Metal ops.