Veeva Vault data handling for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva data handling".
Veeva Vault enterprise rbac for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva enterprise rbac".
Veeva Vault hello world with REST API and VQL. Use when integrating with Veeva Vault for life sciences document management. Trigger: "veeva hello world".
Veeva Vault install auth with REST API and VQL. Use when integrating with Veeva Vault for life sciences document management. Trigger: "veeva install auth".
Veeva Vault local dev loop for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva local dev loop".
Veeva Vault migration deep dive for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva migration deep dive".
Veeva Vault multi env setup for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva multi env setup".
Veeva Vault observability for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva observability".
Veeva Vault performance tuning for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva performance tuning".
Veeva Vault upgrade migration for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva upgrade migration".
Veeva Vault webhooks events for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva webhooks events".
Use when you have acquired raw mass spectrometry data in vendor-proprietary formats (ThermoFisher, Agilent, or equivalent) and need to analyze it using MSThunder for unknown…
Verify readiness criterion C8.2 (Observability) in the current project. Reports fulfillment level 0–3.
Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked "is monitoring sufficient", "observability review", "are we covered",…
Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks. Outputs actual code and config, not a plan.
Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots.
Observe production vLLM — `/metrics` Prometheus surface (V1 engine), SLO-driven alerting on TTFT/ITL/queue/KV/preemption/aborts/corrupted-logits, shipping Grafana dashboards in…
vLLM performance-tuning operator reference — tuning workflow (baseline → bottleneck → knob → re-bench), fused-MoE kernel autotune (`benchmark_moe.py` generates…
Optimize Webflow costs through plan selection, CDN read optimization, bulk endpoint usage, and API usage monitoring with budget alerts.
Implement Webflow data handling — CMS content delivery patterns, PII redaction in form submissions, GDPR/CCPA compliance for ecommerce data, and data retention policies.
Configure Webflow enterprise access control — OAuth 2.0 app authorization, scope-based RBAC, per-site token isolation, workspace member management, and audit logging for…
Install the Webflow JS SDK (webflow-api) and configure OAuth 2.0 or API token authentication. Use when setting up a new Webflow integration, configuring access tokens, or…
Configure Webflow across development, staging, and production environments with per-environment API tokens, site IDs, and secret management via Vault/AWS/GCP.
Set up observability for Webflow integrations — Prometheus metrics for API calls, OpenTelemetry tracing, structured logging with pino, Grafana dashboards, and alerting for rate…
Analyze, plan, and execute Webflow SDK upgrades (webflow-api v1 to v3) with breaking change detection, API v1-to-v2 migration, and deprecation handling.
Implement Webflow webhook registration, signature verification, and event handling for form_submission, site_publish, ecomm_new_order, page_created, and more.
Diagnose and fix common Windsurf IDE and Cascade errors. Use when Cascade stops working, Supercomplete fails, indexing hangs, or encountering Windsurf-specific issues.
Optimize Windsurf licensing costs through seat management, tier selection, and credit monitoring. Use when analyzing Windsurf billing, reducing per-seat costs, or implementing…
Control what code and data Windsurf AI can access and process in your workspace. Use when handling sensitive data, implementing data exclusion patterns, or ensuring compliance…
Configure Windsurf enterprise SSO, RBAC, and organization-level controls. Use when implementing SSO/SAML, configuring role-based seat management, or setting up organization-wide…
Identify and avoid Windsurf anti-patterns and common mistakes. Use when onboarding new developers to Windsurf, reviewing AI workflow practices, or auditing Windsurf configuration…
Configure Windsurf local development workflow with Cascade, Previews, and terminal integration. Use when setting up a development environment, configuring Turbo mode, or…
Configure Windsurf IDE and Cascade AI across team members and project environments. Use when onboarding teams to Windsurf, setting up per-project Cascade configuration, or…
Monitor Windsurf AI adoption, feature usage, and team productivity metrics. Use when tracking AI feature usage, measuring ROI, setting up dashboards, or analyzing Cascade…
Optimize Windsurf IDE performance: indexing speed, Cascade responsiveness, and memory usage. Use when Windsurf is slow, indexing takes too long, Cascade times out, or the IDE uses…
Implement team-wide Windsurf usage policies, code quality gates, and Cascade guardrails. Use when setting up code review policies for AI-generated code, configuring Turbo mode…
Implement reliable Cascade workflows with checkpoints, rollback, and incremental editing. Use when building fault-tolerant AI coding workflows, preventing Cascade from breaking…
Workhuman common errors for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman cost tuning for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman hello world for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman install auth for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman local dev loop for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman performance tuning for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman upgrade migration for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
Workhuman webhooks events for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems.
This skill should be used when configuring monitoring for Coolify, setting up Coolify Sentinel, configuring notification channels (Slack, Discord, email, Telegram, webhook),…
This skill helps implement database audit logging for tracking changes and ensuring compliance. It is triggered when the user requests to "implement database audit logging", "add…
Migration Observability and Real-time Monitoring workflow skill. Use this skill when the user needs Migration monitoring, CDC, and observability infrastructure and the operator…
This skill should be used when the user asks to "debug without print", "debug", "observe running code", "add metric", "inspect variables at runtime", "see what a variable is", or…
This skill should be used when configuring Fastify logging, setting up Pino logger, using child loggers, implementing log redaction, configuring log transports, using pino-pretty…
Grafana Alloy is an open-source OpenTelemetry Collector distribution with programmable pipelines for metrics, logs, traces, and profiles.
This skill monitors deployed model performance including prediction quality, data drift, concept drift, and inference latency.
Design and run a monitoring system for a website or web app. Use this skill when setting up uptime checks, defining SLOs, configuring error tracking, choosing what to alert on,…
This skill should be used when analyzing MySQL query performance, running EXPLAIN, tuning indexes,
Use this skill when working with SigNoz - open-source observability platform for application monitoring, distributed tracing, log management, metrics, alerts, and dashboards.
Handle rate limits, retries, and failures when building on Twilio at scale. Covers 429 exponential backoff with jitter, per-number throughput limits, StatusCallback resilience,…
Enforces TypeORM implementation patterns for this NestJS backend project. This skill should be used when creating or modifying TypeORM entities, repositories, database…
A minimal hello-world skill. No scripts, no dependencies. Demonstrates the simplest possible thin-skill: just a SKILL.md.
Migration monitoring, CDC, and observability infrastructure
Process use when you need to track database changes for compliance and