Configure Deepgram multi-environment setup for dev, staging, and production. Use when setting up environment-specific configurations, managing multiple Deepgram projects, or…
Set up comprehensive observability for Deepgram integrations. Use when implementing monitoring, setting up dashboards, or configuring alerting for Deepgram integration health.
Plan and execute Deepgram SDK upgrades and model migrations. Use when upgrading SDK versions (v3 to v4 to v5), migrating models (Nova-2 to Nova-3), or planning API version…
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does not implement observability code - only validates it.
Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks. — from general/hello-world-templates
Optimize Documenso usage costs and manage subscription efficiency. Use when analyzing costs, optimizing document usage, or managing Documenso subscription tiers.
Handle document data, signatures, and PII in Documenso integrations. Use when managing document lifecycle, handling signed PDFs, or implementing data retention policies.
Configure Documenso enterprise role-based access control and team management. Use when implementing team permissions, configuring organizational roles, or setting up enterprise…
Install and configure Documenso SDK/API authentication. Use when setting up a new Documenso integration, configuring API keys, or initializing Documenso in your project.
Execute comprehensive Documenso migration strategies for platform switches. Use when migrating from other signing platforms, re-platforming to Documenso, or performing major…
Configure Documenso across multiple environments (dev, staging, production). Use when setting up environment-specific configurations, managing API keys, or implementing…
Manage Documenso API version upgrades and SDK migrations. Use when upgrading from v1 to v2 API, updating SDK versions, or migrating between Documenso versions.
Implement Documenso webhook configuration and event handling. Use when setting up webhook endpoints, handling document events, or implementing real-time notifications for document…
Effect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.
Time with Clock/Duration, tracing spans, and structured logging. Use for time-based logic, deadlines, and observability.
EKS observability with metrics, logging, and tracing. Use when setting up monitoring, configuring logging pipelines, implementing distributed tracing, building production…
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access
Use when designing or reviewing React error boundaries: what an error boundary catches (rendering errors, lifecycle errors, constructor errors) and what it does not (event handler…
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions.
Read error-report.md, fetch each New/Regressed issue's Sentry detail and stack trace, classify hitl per issue, and queue task-store tasks (plus companion observability-fix tasks…
Optimize Evernote integration costs and resource usage. Use when managing API quotas, reducing storage usage, or optimizing upload limits.
Best practices for handling Evernote data. Use when implementing data storage, processing notes, handling attachments, or ensuring data integrity.
Implement enterprise RBAC for Evernote integrations. Use when building multi-tenant systems, implementing role-based access, or handling business accounts.
Install and configure Evernote SDK and OAuth authentication. Use when setting up a new Evernote integration, configuring API keys, or initializing Evernote in your project.
Deep dive into Evernote data migration strategies. Use when migrating to/from Evernote, bulk data transfers, or complex migration scenarios.
Configure multi-environment setup for Evernote integrations. Use when setting up dev, staging, and production environments, or managing environment-specific configurations.
Implement observability for Evernote integrations. Use when setting up monitoring, logging, tracing, or alerting for Evernote applications.
Upgrade Evernote SDK versions and migrate between API versions. Use when upgrading SDK, handling breaking changes, or migrating to newer API patterns.
Implement Evernote webhook notifications and sync events. Use when handling note changes, implementing real-time sync, or processing Evernote notifications.
Optimize Exa costs through tier selection, sampling, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing usage monitoring and budget alerts.
Implement Exa PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or…
Manage Exa API key scoping, team access controls, and domain restrictions. Use when implementing multi-key access control, configuring per-team search limits, or setting up…
Configure Exa enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up…
Identify and avoid Exa anti-patterns and common integration mistakes. Use when reviewing Exa code, onboarding new developers, or auditing existing Exa integrations for co — from…
Identify and avoid Exa anti-patterns and common integration mistakes. Use when reviewing Exa code for issues, onboarding new developers, or auditing existing Exa integrat — from…
Migrate from other search APIs (Google, Bing, Tavily, Serper) to Exa neural search. Use when switching to Exa from another search provider, migrating search pipelines, or…
Set up monitoring, metrics, and alerting for Exa search integrations. Use when implementing monitoring for Exa operations, building dashboards, or configuring alerting for search…
Set up comprehensive observability for Exa integrations with metrics, traces, and alerts. Use when implementing monitoring for Exa operations, setting up dashboards, or…
Implement content policy enforcement, domain filtering, and usage guardrails for Exa. Use when setting up content safety rules, restricting search domains, or enforcing query and…
Implement Exa reliability patterns: query fallback chains, circuit breakers, and graceful degradation.
Upgrade exa-js SDK versions and handle breaking changes safely. Use when upgrading the Exa SDK, detecting deprecations, or migrating between exa-js versions.
Build event-driven integrations with Exa using scheduled monitors and content alerts. Use when building content monitoring, competitive intelligence pipelines, or scheduled search…
Implement Exa webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Exa event notifications…
Investigate AI observability clusters — understand usage patterns in AI/LLM traffic, compare cluster behavior, compute cost/latency metrics, and drill into individual tra — from…
Ensure designs specify failure modes, timeouts, error contracts, and observability for critical flows.
ML operations: fine-tuning (LoRA, QLoRA), model evaluation, cost optimization, observability.
Optimize Fathom API usage and plan selection. Trigger with phrases like "fathom cost", "fathom pricing", "fathom plan".
Configure Fathom AI meeting assistant API access with API key authentication. Use when setting up Fathom API integration, generating API keys, or configuring webhook access for…
Handle Fathom API changes and version migrations. Trigger with phrases like "upgrade fathom", "fathom api changes", "fathom migration".
Diagnose and fix common Figma REST API and Plugin API errors. Use when encountering HTTP errors, plugin sandbox crashes, or unexpected API responses from Figma.
Optimize Figma API usage to minimize costs and stay within plan limits. Use when analyzing request volumes, reducing unnecessary API calls, or choosing the right Figma plan for…
Handle Figma API data correctly: comments, versions, user data, and privacy compliance. Use when working with Figma comments API, version history, or ensuring GDPR compliance for…
Configure Figma Enterprise features: OAuth 2.0, team management, and access control. Use when implementing OAuth flows, managing team/project access via API, or building…
Set up Figma REST API authentication with personal access tokens or OAuth 2.0. Use when connecting to the Figma API, generating tokens, configuring scopes, or setting up OAuth…
Avoid the most common Figma API integration mistakes and anti-patterns. Use when reviewing Figma code, onboarding new developers, or auditing an existing Figma integration.
Set up a local development workflow for Figma plugin and REST API projects. Use when building Figma plugins, creating design-to-code pipelines, or developing against the Figma API…
Migrate design systems between Figma files, or from other tools to Figma via API. Use when migrating design tokens between files, syncing variables across libraries, or building…
Configure Figma API access across dev, staging, and production environments. Use when setting up per-environment tokens, managing multiple Figma files, or isolating development…
Set up monitoring, metrics, and alerting for Figma API integrations. Use when implementing observability for Figma operations, tracking API health, or configuring alerts for rate…
Build resilient Figma integrations with circuit breakers, fallbacks, and graceful degradation. Use when implementing fault tolerance, handling Figma outages gracefully, or…