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…
Handle Figma REST API scope changes, deprecations, and migration tasks. Use when migrating from deprecated scopes, updating webhook versions, or adapting to Figma API changelog…
Implement Figma Webhooks V2 for real-time file, comment, and library events. Use when setting up webhook endpoints, handling FILE_UPDATE events, or building event-driven Figma…
Diagnose and fix common Finta CRM issues with email sync, deal rooms, and pipeline. Trigger with phrases like "finta error", "finta not working", "fix finta".
Optimize Finta plan selection and feature usage. Trigger with phrases like "finta cost", "finta pricing", "finta plan selection".
Set up your first fundraise pipeline in Finta with investors and deal stages. Use when starting a new fundraise, importing investor lists, or learning Finta's pipeline management…
Set up Finta fundraising CRM account and configure integrations. Use when onboarding to Finta, connecting email/calendar, or configuring investor pipeline automation.
Optimize Finta fundraise workflow efficiency. Trigger with phrases like "finta performance", "finta efficiency", "optimize finta".
Handle Finta platform updates and data migration. Trigger with phrases like "finta upgrade", "finta migration".
Debug hard-to-diagnose Firecrawl issues with systematic isolation and evidence collection. Use when standard troubleshooting fails, investigating why scrapes return empty content,…
Process, validate, and store Firecrawl scraped content with deduplication and chunking. Use when handling scraped markdown, implementing content pipelines, building RAG knowledge…
Configure Firecrawl team access control with per-key credit limits and domain restrictions. Use when managing multiple API keys per team, implementing credit budgets per consumer,…
Install and configure Firecrawl SDK authentication for web scraping. Use when setting up a new Firecrawl integration, configuring API keys, or initializing Firecrawl in your…
Identify and avoid Firecrawl anti-patterns and common integration mistakes. Use when reviewing Firecrawl code, onboarding new developers, or auditing existing integrations for…
Migrate to Firecrawl from Puppeteer, Playwright, Cheerio, or other scraping tools. Use when replacing custom scraping code with Firecrawl, migrating between scraping APIs, or…
Configure Firecrawl across development, staging, and production environments. Use when setting up multi-environment scraping pipelines, managing credit budgets per env, or…
Monitor Firecrawl scraping pipelines with metrics, credit tracking, and quality alerts. Use when implementing monitoring for Firecrawl operations, setting up dashboards, or…
Implement Firecrawl scraping policy enforcement: domain blocklists, credit budgets, content filtering, and robots.txt compliance guardrails.
Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing…
Upgrade Firecrawl SDK versions and migrate between API versions (v0 to v1/v2). Use when upgrading the SDK, handling breaking changes between versions, or migrating from the old…
Implement Firecrawl webhook event handling for async crawl and batch scrape jobs. Use when setting up webhook endpoints, handling crawl.page/crawl.completed events, or processing…
Optimize Fireflies.ai subscription costs through seat auditing, selective recording, and plan sizing.
Handle Fireflies.ai API deprecations and migrate to current query patterns. Use when updating deprecated fields, migrating query patterns, or responding to Fireflies API changelog…
Run /check-observability, then fix the highest priority observability issue. Creates one fix per invocation. Invoke again for next issue.
Design FlexCard composition: parent/child state flow, layout modes, actions, event wiring, and data source selection.
Diagnose and fix common Flexport API errors including HTTP status codes, webhook failures, and data validation issues.
Implement data handling for Flexport supply chain data including PII redaction, shipment data retention, GDPR compliance, and secure document management.
Configure role-based access control for Flexport integrations with scoped API keys, multi-tenant patterns, and organization-level permission management.
Execute major migration strategies for Flexport including migrating from legacy freight forwarders, ERP system integration, and strangler fig patterns.
Configure Flexport API across dev, staging, and production environments with isolated API keys, separate webhook endpoints, and environment guards.
Set up observability for Flexport logistics integrations with metrics, structured logging, distributed tracing, and alerting dashboards.
Migrate between Flexport API versions (v1 to v2, Logistics API versions). Use when upgrading API version headers, handling deprecated endpoints, or migrating from legacy Flexport…
Implement Flexport webhook event handling for shipment milestones, booking updates, purchase order events, and invoice notifications.
Optimize Fly.io costs with auto-stop/suspend, right-sizing VMs, volume management, and monitoring spend across apps and regions.
Optimize Fly.io application performance with auto-stop/start tuning, VM sizing, multi-region latency optimization, and connection pooling.
Diagnose and fix common Fondo issues including integration sync failures, categorization errors, and R&D credit qualification problems.
Optimize Fondo costs by maximizing R&D tax credits, choosing the right plan, and reducing unnecessary bookkeeping complexity.
Verify Fondo setup by checking financial data sync, reviewing categorized transactions, and confirming R&D tax credit eligibility.
Set up Fondo account and configure integrations with Gusto, QuickBooks, and bank accounts for automated startup bookkeeping and R&D tax credits.
Configure local development workflows that integrate with Fondo for financial data, using Fondo exports with QuickBooks or accounting tools.
Optimize Fondo workflows including faster month-end close, efficient data exports, and streamlined CPA communication.