Migrate between AppFolio API versions and handle endpoint changes. Trigger: "appfolio upgrade".
Handle AppFolio webhook events for property management notifications. Trigger: "appfolio webhook".
Diagnose and fix common Apple Notes automation errors. Trigger: "apple notes error".
Apple Notes cost optimization — it is free, focus on iCloud storage management. Trigger: "apple notes cost".
Handle Apple Notes data formats: HTML body, attachments, and rich content. Trigger: "apple notes data handling".
Implement access control for multi-user Apple Notes automation. Trigger: "apple notes access control".
Set up local development workflow for Apple Notes automation with JXA hot reload. Trigger: "apple notes dev loop".
Migrate notes between Apple Notes, Obsidian, Notion, and other platforms. Trigger: "apple notes migration".
Configure Apple Notes automation for multiple accounts and environments. Trigger: "apple notes multi account".
Monitor Apple Notes automation health and performance metrics. Trigger: "apple notes monitoring".
Optimize Apple Notes automation performance for large note collections. Trigger: "apple notes performance".
Migrate Apple Notes automation scripts between macOS versions. Trigger: "apple notes upgrade migration".
Monitor Apple Notes changes using file system events and Shortcuts triggers. Trigger: "apple notes events".
Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
Install and configure AssemblyAI SDK authentication. Use when setting up a new AssemblyAI integration, configuring API keys, or initializing the assemblyai npm package in your…
Analyze, plan, and execute AssemblyAI SDK upgrades with breaking change detection. Use when upgrading the assemblyai npm package, migrating from the old SDK, or switching between…
Diagnose and fix the top Attio REST API errors by HTTP status code. Real error response formats, actual error codes, and proven fixes.
Optimize Attio API usage costs -- reduce request volume, select the right plan, monitor usage, and implement budget alerts.
Make your first Attio API calls -- list objects, create a person, query companies, and read attributes. Use when starting a new Attio integration or learning the API.
Set up Attio REST API authentication with access tokens or OAuth 2.0. Use when configuring API keys, setting token scopes, initializing the Attio client, or connecting an app via…
Set up a fast local development loop for Attio integrations with hot reload, mock server, and integration tests.
Migrate between Attio API versions, handle breaking changes in the v1-to-v2 transition, and plan for future deprecations.
Implement Attio v2 webhooks -- subscribe to record/list/note/task events, verify signatures, filter by object or attribute, and handle idempotently.
Implement comprehensive audit logging for all admin actions, capturing user ID, action type, entity changes, IP address, and user agent.
Use this for logs, metrics, tracing, alerts, SLOs, health checks, dashboards, incident detection, and production reliability instrumentation.
Optimize Bright Data costs through tier selection, sampling, and usage monitoring. Use when analyzing Bright Data billing, reducing API costs, or implementing usage monitoring and…
Install and configure Bright Data SDK/CLI authentication. Use when setting up a new Bright Data integration, configuring API keys, or initializing Bright Data in your project.
Analyze, plan, and execute Bright Data SDK upgrades with breaking change detection. Use when upgrading Bright Data SDK versions, detecting deprecations, or migrating to new API…
Implement Bright Data webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Bright Data event…
Optimize Canva Connect API usage costs through efficient API patterns and monitoring. Use when analyzing Canva API usage, reducing unnecessary calls, or implementing usage…
Implement Canva Connect API data handling, PII protection, and GDPR/CCPA compliance. Use when handling user design data, implementing data retention policies, or ensuring privacy…
Configure Canva Enterprise organization access control and scope management. Use when implementing per-user scope control, managing Canva Enterprise features, or setting up…
Identify and avoid Canva Connect API anti-patterns and common integration mistakes. Use when reviewing Canva code, onboarding developers, or auditing existing Canva integrations…
Execute major Canva Connect API integration migrations with strangler fig pattern. Use when migrating to Canva from another design platform, re-platforming existing integrations,…
Set up observability for Canva Connect API integrations with metrics, traces, and alerts. Use when implementing monitoring for Canva API operations, setting up dashboards, or…
Implement reliability patterns for Canva Connect API — circuit breakers, idempotency, graceful degradation.
Plan and execute Canva Connect API version upgrades and breaking change detection. Use when Canva releases API changes, migrating brand template IDs, or adapting to endpoint…
Implement Canva Connect API webhook handling with JWK signature verification. Use when setting up webhook endpoints, handling Canva event notifications, or implementing real-time…
Diagnose and fix CAST AI agent, API, and autoscaler errors. Use when the CAST AI agent is offline, nodes are not scaling, or API calls return errors.
Query CAST AI cluster savings report and node inventory. Use when verifying CAST AI connectivity, viewing cluster cost savings, or listing managed nodes after onboarding.
Optimize CAST AI autoscaler performance, node provisioning speed, and API efficiency. Use when nodes take too long to provision, autoscaler is not reacting fast enough, or…
Configure CAST AI webhook notifications for cluster events and audit logs. Use when setting up alerts for node scaling, cost threshold events, or integrating CAST AI events with…
Enforce measure-first discipline for code optimization using a 7-step gated decision tree and 40-item checklist.
Debug complex Claude issues — inconsistent outputs, tool use failures, Use when working with advanced-troubleshooting patterns. streaming problems, and edge cases.
Diagnose and fix Anthropic API errors — authentication, rate limits, Use when working with common-errors patterns. overloaded, context length, and content policy issues.
Handle sensitive data with Claude — PII redaction, conversation management, Use when working with data-handling patterns. context window optimization, and data retention policies.
Install and configure the Anthropic SDK for Claude API access. Use when setting up Claude integration, configuring API keys, or initializing the Anthropic client in your project.
Common mistakes when building with the Anthropic API and how to avoid them. Use when working with known-pitfalls patterns.
Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades.
Set up a fast local development loop for building with the Anthropic API — Use when working with local-dev-loop patterns. hot reload, cost-saving tips, and test patterns.
Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns. prompt adaptation, SDK swap, and feature mapping.
Configure Claude across dev, staging, and production with different Use when working with multi-env-setup patterns. models, keys, and rate limits per environment.
Monitor Claude API calls — log tokens, latency, costs, errors, and Use when working with observability patterns. set up alerts for production Claude integrations.
Implement content safety guardrails for Claude — input filtering, Use when working with policy-guardrails patterns.
Build fault-tolerant Claude integrations — retries, circuit breakers, Use when working with reliability-patterns patterns. fallbacks, timeouts, and graceful degradation.
Upgrade Anthropic SDK versions and migrate between Claude model generations. Use when working with upgrade-migration patterns.
Use Anthropic Message Batches for async bulk processing and event handling. Use when working with webhooks-events patterns.
Diagnose and fix Clari API errors including auth failures, export issues, and data mismatches. Use when Clari API calls fail, exports return empty data, or forecast numbers do not…
Optimize Clari API usage and integration costs. Use when reducing API call volume, optimizing export frequency, or evaluating Clari license utilization.
Configure Clari API authentication with API key and set up export access. Use when connecting to the Clari API, generating API tokens, or configuring forecast data exports.