Optimize Mistral AI costs through model selection, token management, and usage monitoring. Use when analyzing Mistral billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "mistral cost", "mistral billing", "reduce mistral costs", "mistral pricing", "mistral budget".

Implement Mistral AI PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Mistral AI integrations. Trigger with phrases like "mistral data", "mistral PII", "mistral GDPR", "mistral data retention", "mistral privacy".

Implement Mistral AI async patterns, batch API, agents, and event-driven workflows. Use when building async workflows, using the Agents API, batch inference, or handling long-running Mistral AI operations. Trigger with phrases like "mistral events", "mistral async", "mistral agents", "mistral batch", "mistral queue", "mistral background jobs".

Work with Notion blocks, rich text, comments, and page content. Use when reading/writing page content blocks, building rich text, managing comments, or working with nested block trees. Trigger with phrases like "notion blocks", "notion page content", "notion rich text", "notion comments", "notion append blocks".

Set up Obsidian plugin development environment with Node.js and TypeScript. Use when starting a new plugin project, configuring the dev environment, or initializing Obsidian plugin development from scratch. Trigger with phrases like "obsidian setup", "obsidian plugin dev", "create obsidian plugin", "obsidian development environment".

Cost Tuning for OpenEvidence. Trigger: "openevidence cost tuning".

Incident Runbook for OpenEvidence. Trigger: "openevidence incident runbook".

Migration Deep Dive for OpenEvidence. Trigger: "openevidence migration deep dive".

Define a golden path — the opinionated, supported way to do a common developer task (create a new service, set up an environment, deploy a feature). Produces concrete steps, templates, and tooling. Use when asked to "golden path", "create project template", "scaffold a new service", "how should we create services", or "standardize our setup".

Apply advanced debugging techniques for hard-to-diagnose Perplexity Sonar API issues. Use when standard troubleshooting fails, investigating inconsistent citations, or preparing evidence for support escalation. Trigger with phrases like "perplexity hard bug", "perplexity mystery error", "perplexity inconsistent results", "difficult perplexity issue", "perplexity deep debug".

Apply production-ready Perplexity Sonar API patterns for TypeScript and Python. Use when implementing Perplexity integrations, refactoring SDK usage, or establishing team coding standards for search-augmented generation. Trigger with phrases like "perplexity SDK patterns", "perplexity best practices", "perplexity code patterns", "idiomatic perplexity", "perplexity wrapper".

Implement PostHog feature flags, A/B experiments, and cohort management. Use when rolling out features with flags, running A/B tests, creating cohorts, or evaluating multivariate experiments with PostHog. Trigger: "posthog feature flag", "posthog experiment", "posthog A/B test", "posthog cohort", "feature rollout posthog", "posthog multivariate".

PostHog PII handling, GDPR compliance, consent management, data deletion, property sanitization, and privacy-safe analytics configuration. Trigger: "posthog data", "posthog PII", "posthog GDPR", "posthog data retention", "posthog privacy", "posthog CCPA", "posthog consent".

Structured product brief and PRD creation assistant. Use when the user needs to write a product brief, PRD, feature spec, or any document that defines what to build and why. Triggers include "product brief", "PRD", "spec", "feature doc", "write a brief", "define this feature", or when scoping work for engineering.

Build a full CI/CD pipeline from scratch. Use when asked to "set up CI/CD", "create pipeline", or "automate deploys".

End-to-end ship workflow — merge base, run tests, review diff, bump version, commit, push, create PR. Use when asked to "ship", "push to main", "create a PR", "get this merged", or "deploy this branch".

Choose and implement Replit architecture blueprints: single-file script, modular app, and multi-service. Use when designing new Replit apps, choosing the right architecture scale, or planning migration paths as your app grows. Trigger with phrases like "replit architecture options", "replit blueprint", "how to structure replit app", "replit monolith vs service", "replit app scale".

Execute Replit incident response: triage deployment failures, database issues, and platform outages. Use when responding to Replit-related outages, investigating deployment crashes, or running post-incident reviews for Replit app failures. Trigger with phrases like "replit incident", "replit outage", "replit down", "replit emergency", "replit broken", "replit crash".

Avoid the top Replit anti-patterns: ephemeral filesystem, public secrets, port binding, Nix gotchas, and database limits. Use when reviewing Replit code, onboarding developers, or auditing existing Replit apps for common mistakes. Trigger with phrases like "replit mistakes", "replit anti-patterns", "replit pitfalls", "replit what not to do", "replit code review".

Configure Replit dev/staging/production environments with separate databases, secrets, and deployment tiers. Use when setting up multi-environment deployments, managing per-environment secrets, or implementing environment-specific Replit configurations. Trigger with phrases like "replit environments", "replit staging", "replit dev prod", "replit environment setup", "replit separate databases".

Monitor Replit deployments with health checks, uptime tracking, resource usage, and alerting. Use when setting up monitoring for Replit apps, building health dashboards, or configuring alerting for deployment health and performance. Trigger with phrases like "replit monitoring", "replit metrics", "replit observability", "monitor replit", "replit alerts", "replit uptime".

Apply production-ready patterns for Replit Database, Object Storage, and Auth APIs. Use when implementing Replit integrations, structuring data access layers, or establishing team coding standards for Replit services. Trigger with phrases like "replit patterns", "replit best practices", "replit code patterns", "idiomatic replit", "replit SDK".

Handle Replit deployment events, build Replit Extensions, and set up Agents & Automations. Use when integrating with Replit deployment lifecycle, building workspace extensions, or creating automated workflows with Replit Agent. Trigger with phrases like "replit webhook", "replit events", "replit extension", "replit automation", "replit notifications", "replit agent automation".

Apply Salesforce advanced debugging with debug logs, SOQL query plans, and EventLogFile analysis. Use when standard troubleshooting fails, investigating SOQL performance issues, or analyzing Apex governor limit violations. Trigger with phrases like "salesforce hard bug", "salesforce debug log", "salesforce governor limit", "salesforce query plan", "salesforce deep debug", "SOQL slow".

Execute Salesforce data migrations using Bulk API, Data Loader, and ETL patterns. Use when migrating data to/from Salesforce, performing org-to-org migrations, or re-platforming CRM data into Salesforce. Trigger with phrases like "migrate to salesforce", "salesforce data migration", "salesforce import data", "salesforce ETL", "CRM migration to salesforce".

Set up observability for Salesforce integrations with API limit monitoring, error tracking, and alerting. Use when implementing monitoring for Salesforce operations, tracking API consumption, or configuring alerting for Salesforce integration health. Trigger with phrases like "salesforce monitoring", "salesforce metrics", "salesforce observability", "monitor salesforce", "salesforce alerts", "salesforce API usage dashboard".

Apply production-ready Salesforce jsforce patterns for TypeScript and Python. Use when implementing Salesforce integrations, refactoring SDK usage, or establishing team coding standards for Salesforce. Trigger with phrases like "salesforce SDK patterns", "jsforce best practices", "salesforce code patterns", "idiomatic salesforce", "salesforce typescript".

Implement Salesforce Platform Events, Change Data Capture (CDC), and Outbound Messages. Use when building real-time integrations, listening for record changes, or implementing event-driven architecture with Salesforce. Trigger with phrases like "salesforce events", "salesforce CDC", "salesforce platform events", "salesforce streaming", "salesforce outbound message", "salesforce real-time".

Apply advanced Snowflake debugging with query profiling, spill analysis, lock contention, and performance deep-dives using ACCOUNT_USAGE views. Use when standard troubleshooting fails, investigating slow queries, or diagnosing warehouse performance issues. Trigger with phrases like "snowflake hard bug", "snowflake slow query debug", "snowflake query profile", "snowflake spilling", "snowflake deep debug".

Optimize Snowflake costs with resource monitors, warehouse auto-suspend, right-sizing, and credit consumption analysis. Use when analyzing Snowflake billing, reducing credit consumption, or implementing cost controls and budget alerts. Trigger with phrases like "snowflake cost", "snowflake billing", "reduce snowflake cost", "snowflake credits", "snowflake expensive", "snowflake budget".

Implement Snowflake data governance with masking policies, row access policies, tagging, and GDPR/CCPA compliance patterns. Use when handling PII, implementing column masking, configuring data classification, or ensuring compliance with privacy regulations in Snowflake. Trigger with phrases like "snowflake data governance", "snowflake masking", "snowflake PII", "snowflake GDPR", "snowflake row access policy", "snowflake tags".

Configure Snowflake enterprise RBAC with system roles, custom role hierarchies, SSO/SCIM integration, and least-privilege access patterns. Use when implementing role-based access control, configuring SSO with SAML/OIDC, or setting up organization-level governance in Snowflake. Trigger with phrases like "snowflake RBAC", "snowflake roles", "snowflake SSO", "snowflake SCIM", "snowflake permissions", "snowflake access control".

Identify and avoid Snowflake anti-patterns and common mistakes in SQL, warehouse management, data loading, and access control. Use when reviewing Snowflake configurations, onboarding new users, or auditing existing Snowflake deployments for best practices. Trigger with phrases like "snowflake mistakes", "snowflake anti-patterns", "snowflake pitfalls", "snowflake what not to do", "snowflake code review".

Implement Snowflake load testing, warehouse scaling, and capacity planning. Use when testing query performance at scale, configuring multi-cluster warehouses, or planning capacity for production Snowflake workloads. Trigger with phrases like "snowflake load test", "snowflake scale", "snowflake capacity", "snowflake benchmark", "snowflake multi-cluster".

Set up Snowflake observability using ACCOUNT_USAGE views, alerts, and external monitoring. Use when implementing Snowflake monitoring dashboards, setting up query performance tracking, or configuring alerting for warehouse and pipeline health. Trigger with phrases like "snowflake monitoring", "snowflake metrics", "snowflake observability", "snowflake dashboard", "snowflake alerts".

Apply production-ready Snowflake SDK patterns for snowflake-sdk and snowflake-connector-python. Use when implementing connection pooling, async execute wrappers, streaming results, or establishing team coding standards for Snowflake. Trigger with phrases like "snowflake SDK patterns", "snowflake best practices", "snowflake code patterns", "idiomatic snowflake", "snowflake connection pool".

Design and spec an API — endpoints, request/response shapes, error codes, auth pattern, pagination. Applies Stripe's consistency principles. Use when asked to "design an API", "build API endpoints", "create REST API", or "API for this feature".

Technical analysis translator for Product Managers. Use when the user needs to understand a system, codebase, API, or technical concept in PM-friendly terms. Triggers include "understand system", "explain code", "technical analysis", "how does X work", "what does this service do", or when exploring unfamiliar technical territory.

Generates comprehensive terms of service by analyzing a website or application to detect business type, data collection, and user interactions. Use when launching a website, app, or SaaS product that needs terms of service with GDPR/CCPA compliance. Trigger with "/terms-generator" or "create terms of service for my website".

Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases. Use when asked to "add a screen", "spec this feature", "mobile feature", "new tab", "push notifications", or "deep link".

Diagnose and fix TwinMind common errors and exceptions. Use when encountering transcription errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "twinmind error", "fix twinmind", "twinmind not working", "debug twinmind", "transcription failed".

Complete production deployment checklist for TwinMind integrations. Use when preparing to deploy, auditing production readiness, or ensuring best practices are followed. Trigger with phrases like "twinmind production", "deploy twinmind", "twinmind go-live checklist", "twinmind production ready".

Configure Webflow CI/CD with GitHub Actions — automated CMS validation, integration tests with test tokens, and publish-on-merge workflows. Use when setting up automated testing or CI pipelines for Webflow integrations. Trigger with phrases like "webflow CI", "webflow GitHub Actions", "webflow automated tests", "CI webflow", "webflow pipeline".

Optimize Webflow costs through plan selection, CDN read optimization, bulk endpoint usage, and API usage monitoring with budget alerts. Use when analyzing Webflow billing, reducing API costs, or implementing usage monitoring for Webflow integrations. Trigger with phrases like "webflow cost", "webflow billing", "reduce webflow costs", "webflow pricing", "webflow budget".

Collect Webflow debug evidence for support tickets and troubleshooting. Gathers SDK version, token validation, rate limit status, site connectivity, CMS health, and error logs into a single diagnostic bundle. Trigger with phrases like "webflow debug", "webflow support bundle", "collect webflow logs", "webflow diagnostic", "webflow troubleshoot".

Execute Webflow incident response — triage by HTTP status (401/403/429/500), circuit breaker activation, cached fallback, Webflow status page checks, communication templates, and postmortem process. Trigger with phrases like "webflow incident", "webflow outage", "webflow down", "webflow on-call", "webflow emergency", "webflow broken".

Configure a Webflow local development workflow with TypeScript, hot reload, mocked API tests, and webhook tunneling via ngrok. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with the Webflow Data API. Trigger with phrases like "webflow dev setup", "webflow local development", "webflow dev environment", "develop with webflow".

Configure Webflow across development, staging, and production environments with per-environment API tokens, site IDs, and secret management via Vault/AWS/GCP. Trigger with phrases like "webflow environments", "webflow staging", "webflow dev prod", "webflow environment setup", "webflow config by env".

Optimize Webflow API performance with response caching, bulk endpoint batching, CDN-cached live item reads, pagination optimization, and connection pooling. Use when experiencing slow API responses or optimizing request throughput. Trigger with phrases like "webflow performance", "optimize webflow", "webflow latency", "webflow caching", "webflow slow", "webflow batch".

Apply Webflow API security best practices — token management, scope least privilege, OAuth 2.0 secret rotation, webhook signature verification, and audit logging. Use when securing API tokens, implementing least privilege access, or auditing Webflow security configuration. Trigger with phrases like "webflow security", "webflow secrets", "secure webflow", "webflow API key security", "webflow token rotation".

Identify and avoid Windsurf anti-patterns and common mistakes. Use when onboarding new developers to Windsurf, reviewing AI workflow practices, or auditing Windsurf configuration for issues. Trigger with phrases like "windsurf mistakes", "windsurf anti-patterns", "windsurf pitfalls", "windsurf what not to do", "windsurf gotchas".

Scale Windsurf adoption across large organizations with workspace strategies and performance tuning. Use when rolling out Windsurf to 50+ developers, managing large monorepo workspaces, or planning enterprise-scale deployment. Trigger with phrases like "windsurf at scale", "windsurf large team", "windsurf monorepo", "windsurf organization", "windsurf 100 developers".

Implement Abridge patient-facing documentation and after-visit summary generation. Use when building patient portal integration, generating plain-language summaries, multi-language translations, or after-visit instructions from clinical encounters. Trigger: "abridge patient summary", "after-visit summary", "patient portal abridge", "abridge patient-facing", "abridge multilingual".

Optimize Abridge clinical AI costs through tier selection, session management, and usage monitoring for healthcare organizations. Use when analyzing Abridge billing, optimizing encounter volume, or right-sizing your Abridge contract for provider count. Trigger: "abridge cost", "abridge pricing", "abridge billing", "abridge budget", "abridge ROI".

Optimize Abridge clinical AI integration performance for high-volume deployments. Use when reducing note generation latency, optimizing audio streaming throughput, improving FHIR push performance, or scaling for multi-site health systems. Trigger: "abridge performance", "abridge latency", "abridge optimization", "abridge slow", "abridge scale".

Implement Abridge reference architecture for clinical AI integration. Use when designing a new Abridge deployment, reviewing project structure, or planning multi-site health system rollouts with EHR integration. Trigger: "abridge architecture", "abridge project structure", "abridge system design", "abridge multi-site".

Apply production-ready patterns for Abridge clinical AI integration. Use when building reusable Abridge client wrappers, implementing HIPAA-compliant error handling, or establishing team coding standards for healthcare AI. Trigger: "abridge SDK patterns", "abridge best practices", "abridge code patterns".

Execute Adobe Firefly Services workflow: AI image generation, generative fill, and expand image using the Firefly v3 API. Use when generating images from prompts, filling or expanding images with AI, or building creative automation pipelines. Trigger with phrases like "adobe firefly", "generate image adobe", "firefly text to image", "adobe AI image", "generative fill".

Optimize Adobe API costs across Firefly Services (generative credits), PDF Services (document transactions), and Photoshop/Lightroom APIs. Use when analyzing Adobe billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "adobe cost", "adobe billing", "adobe credits", "reduce adobe costs", "adobe pricing", "adobe budget".

Implement data handling for Adobe APIs including PII redaction in logs, Firefly content policy compliance, PDF document data classification, and GDPR/CCPA data subject access requests via Adobe Privacy Service. Trigger with phrases like "adobe data", "adobe PII", "adobe GDPR", "adobe data retention", "adobe privacy", "adobe content policy".

Configure Adobe enterprise identity with Admin Console SCIM provisioning, User Management API, product profile-based RBAC, and Federated ID with Azure AD or Google Workspace. Trigger with phrases like "adobe SSO", "adobe RBAC", "adobe enterprise", "adobe roles", "adobe SCIM", "adobe user management".

Execute Adobe incident response procedures with triage, mitigation, and postmortem for Firefly Services, PDF Services, and I/O Events outages. Use when responding to Adobe-related incidents, investigating API failures, or running post-incident reviews. Trigger with phrases like "adobe incident", "adobe outage", "adobe down", "adobe on-call", "adobe emergency".

Implement load testing, auto-scaling, and capacity planning for Adobe API integrations with k6 scripts targeting Firefly, PDF Services, and Photoshop APIs, plus Kubernetes HPA configuration. Trigger with phrases like "adobe load test", "adobe scale", "adobe performance test", "adobe capacity", "adobe benchmark".

Configure Adobe OAuth credentials and API access across development, staging, and production environments with separate Developer Console projects, secret managers, and environment-specific scoping. Trigger with phrases like "adobe environments", "adobe staging", "adobe dev prod", "adobe environment setup", "adobe config by env".

Set up comprehensive observability for Adobe API integrations with Prometheus metrics, OpenTelemetry traces, structured logging, and alert rules covering Firefly, PDF Services, and Photoshop APIs. Trigger with phrases like "adobe monitoring", "adobe metrics", "adobe observability", "monitor adobe", "adobe alerts", "adobe tracing".

Apply production-ready patterns for Adobe Firefly Services SDK, PDF Services SDK, and raw REST API usage in TypeScript and Python. Use when implementing Adobe integrations, refactoring SDK usage, or establishing team coding standards for Adobe APIs. Trigger with phrases like "adobe SDK patterns", "adobe best practices", "adobe code patterns", "idiomatic adobe", "adobe typescript".

Apply Adobe security best practices for OAuth credentials, secret rotation, I/O Events webhook signature verification, and least-privilege scoping. Use when securing API credentials, implementing webhook validation, or auditing Adobe security configuration. Trigger with phrases like "adobe security", "adobe secrets", "secure adobe", "adobe credential rotation", "adobe webhook signature".

Implement Algolia data handling: record transforms, PII filtering before indexing, data retention, GDPR/CCPA compliance with Algolia's deleteByQuery and Insights deletion. Trigger: "algolia data", "algolia PII", "algolia GDPR", "algolia data retention", "algolia privacy", "algolia CCPA", "algolia data sync".

Set up observability for Algolia: Prometheus metrics for search latency/errors, OpenTelemetry tracing, structured logging, and Grafana dashboards. Trigger: "algolia monitoring", "algolia metrics", "algolia observability", "monitor algolia", "algolia alerts", "algolia tracing", "algolia dashboard".

Configure CI/CD pipelines for Apify Actor builds and deployments. Use when automating Actor deployment via GitHub Actions, running integration tests against Apify, or building CI/CD for scrapers. Trigger: "apify CI", "apify GitHub Actions", "apify automated deploy", "CI apify", "apify pipeline", "auto deploy actor".

Manage Apify datasets, key-value stores, and request queues programmatically. Use when reading/writing datasets, exporting data, managing Actor storage, or orchestrating multi-Actor pipelines. Trigger: "apify dataset", "apify key-value store", "apify storage", "export apify data", "apify pipeline", "apify request queue".

Upgrade Apify SDK, apify-client, and Crawlee versions safely. Use when migrating between SDK versions, handling breaking changes, or updating from Apify SDK v2 to v3 (Crawlee split). Trigger: "upgrade apify", "apify migration", "apify breaking changes", "update apify SDK", "crawlee upgrade", "apify v2 to v3".

Execute AssemblyAI primary workflow: async transcription with audio intelligence. Use when transcribing audio/video files, enabling speaker diarization, sentiment analysis, entity detection, PII redaction, or content moderation. Trigger with phrases like "assemblyai transcribe", "assemblyai transcription", "transcribe audio", "speaker diarization assemblyai".

Execute AssemblyAI streaming transcription and LeMUR workflows. Use when implementing real-time speech-to-text, live captions, voice agents, or LLM-powered audio analysis with LeMUR. Trigger with phrases like "assemblyai streaming", "assemblyai real-time", "assemblyai live transcription", "assemblyai LeMUR", "assemblyai summarize audio".

Optimize AssemblyAI API performance with caching, parallel processing, and model selection. Use when experiencing slow transcriptions, implementing caching strategies, or optimizing throughput for batch transcription workloads. Trigger with phrases like "assemblyai performance", "optimize assemblyai", "assemblyai latency", "assemblyai caching", "assemblyai slow", "assemblyai batch".

Apply production-ready AssemblyAI SDK patterns for TypeScript and Python. Use when implementing AssemblyAI integrations, refactoring SDK usage, or establishing team coding standards for transcription workflows. Trigger with phrases like "assemblyai SDK patterns", "assemblyai best practices", "assemblyai code patterns", "idiomatic assemblyai".

Implement AssemblyAI webhook handling for transcription completion events. Use when setting up webhook endpoints, handling transcription callbacks, or processing async transcription results via webhooks. Trigger with phrases like "assemblyai webhook", "assemblyai events", "assemblyai transcription callback", "handle assemblyai webhook".

Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted. Use when asked to "write an ADR", "document this decision", or "why did we choose X".

Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience. Use when asked to "present this", "release announcement", "show what we built", or "stakeholder update".

Execute BambooHR primary workflows: employee CRUD, directory sync, and custom reports. Use when managing employees, syncing employee data to external systems, or building HR data pipelines with BambooHR. Trigger with phrases like "bamboohr employees", "bamboohr employee management", "sync bamboohr directory", "bamboohr custom report", "add employee bamboohr".

Optimize BambooHR integration costs through request reduction, caching, and usage monitoring. Use when analyzing API usage patterns, reducing unnecessary calls, or implementing request budgets. Trigger with phrases like "bamboohr cost", "bamboohr usage", "reduce bamboohr calls", "bamboohr optimization", "bamboohr budget".

Collect BambooHR debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for BambooHR API problems. Trigger with phrases like "bamboohr debug", "bamboohr support bundle", "collect bamboohr logs", "bamboohr diagnostic", "bamboohr troubleshoot".

Configure BambooHR local development with hot reload, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with BambooHR API. Trigger with phrases like "bamboohr dev setup", "bamboohr local development", "bamboohr dev environment", "develop with bamboohr", "bamboohr mock".

Plan and execute BambooHR API migration with breaking change detection. Use when BambooHR announces API changes, adapting to deprecated endpoints, or migrating from legacy API patterns to current best practices. Trigger with phrases like "upgrade bamboohr", "bamboohr migration", "bamboohr breaking changes", "bamboohr API update", "bamboohr deprecated".

Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success metrics. Use when asked to "build a DevRel program", "design our developer community", "create a contributor program", "start a developer advocacy program", or "how do we grow our dev community".

Hacker News post crafter — given a product, feature, or story produces a ready-to-post HN submission (title ≤80 chars, no marketing), honest body text with technical depth, no outbound links, predicted reception analysis, and comment-response templates for likely pushback. Use when asked to "write an HN post", "craft a Show HN", "prepare our Hacker News launch", or "help me post on HN".

Execute Canva asset management, brand template autofill, and folder organization. Use when uploading assets, autofilling brand templates with dynamic data, or organizing designs into folders via the Connect API. Trigger with phrases like "canva assets", "canva brand template", "canva autofill", "canva folders", "canva upload image".

Identify and avoid Canva Connect API anti-patterns and common integration mistakes. Use when reviewing Canva code, onboarding developers, or auditing existing Canva integrations for best practices violations. Trigger with phrases like "canva mistakes", "canva anti-patterns", "canva pitfalls", "canva what not to do", "canva code review".

Implement Canva Connect API load testing, auto-scaling, and capacity planning. Use when running performance tests, planning capacity around Canva rate limits, or scaling Canva integrations for production workloads. Trigger with phrases like "canva load test", "canva scale", "canva performance test", "canva capacity", "canva k6", "canva benchmark".

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 configuring alerting for Canva integration health. Trigger with phrases like "canva monitoring", "canva metrics", "canva observability", "monitor canva", "canva alerts", "canva tracing".

Implement Canva Connect API reference architecture with best-practice project layout. Use when designing new Canva integrations, reviewing project structure, or establishing architecture standards for Canva applications. Trigger with phrases like "canva architecture", "canva project structure", "how to organize canva", "canva layout", "canva reference".

CAST AI reference architecture for multi-cluster Kubernetes cost optimization. Use when designing CAST AI deployment across environments, planning Terraform module structure, or establishing team standards. Trigger with phrases like "cast ai architecture", "cast ai best practices", "cast ai multi-cluster", "cast ai terraform structure".

Configure CI/CD pipelines for Clay integrations with automated testing and validation. Use when setting up automated tests for Clay webhook handlers, validating enrichment data quality in CI, or integrating Clay checks into your build process. Trigger with phrases like "clay CI", "clay GitHub Actions", "clay automated tests", "CI clay", "test clay integration".

Use Claygent AI research and AI-powered personalization to generate outreach copy from enriched data. Use when writing personalized email openers, running Claygent research prompts, or configuring AI columns for campaign personalization at scale. Trigger with phrases like "clay AI personalization", "claygent research", "clay outreach copy", "clay secondary workflow", "clay AI column".

Optimize Clay credit spending with provider key management, waterfall tuning, and budget controls. Use when analyzing Clay costs, reducing credit consumption, or implementing spending alerts and caps. Trigger with phrases like "clay cost", "clay billing", "reduce clay costs", "clay pricing", "clay expensive", "clay budget", "clay credits".

Optimize Clay table enrichment throughput, reduce processing time, and improve hit rates. Use when experiencing slow enrichment, poor email find rates, or needing to process large tables efficiently. Trigger with phrases like "clay performance", "optimize clay", "clay slow", "clay throughput", "clay fast enrichment", "clay batch optimization".