Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven, or planning architecture for Clay-powered data operations. Trigger with phrases like "clay architecture", "clay blueprint", "how to structure clay", "clay integration design", "clay event-driven".

Execute ClickHouse schema migrations — ALTER TABLE operations, data migration between engines, versioned migration runners, and zero-downtime schema changes. Use when modifying ClickHouse schemas, migrating data between tables, or implementing versioned migration workflows. Trigger: "clickhouse migration", "clickhouse ALTER TABLE", "clickhouse schema change", "migrate clickhouse", "clickhouse add column", "clickhouse schema migration".

Monitor ClickHouse with Prometheus metrics, Grafana dashboards, system table queries, and alerting for query performance, merge health, and resource usage. Use when setting up ClickHouse monitoring, building Grafana dashboards, or configuring alerts for production ClickHouse deployments. Trigger: "clickhouse monitoring", "clickhouse metrics", "clickhouse Grafana", "clickhouse observability", "monitor clickhouse", "clickhouse Prometheus".

Production reference architecture for ClickHouse-backed applications — project layout, data flow, multi-tenant patterns, and operational topology. Use when designing new ClickHouse systems, reviewing architecture, or establishing standards for ClickHouse integrations. Trigger: "clickhouse architecture", "clickhouse project structure", "clickhouse design", "clickhouse multi-tenant", "clickhouse reference".

Configure CodeRabbit review behavior per branch and environment using path instructions and base branches. Use when setting different review profiles per branch, configuring stricter reviews for release branches, or customizing CodeRabbit behavior across dev/staging/prod workflows. Trigger with phrases like "coderabbit environments", "coderabbit staging", "coderabbit per-branch config", "coderabbit release review", "coderabbit environment setup".

Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.

Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set. Use when asked to "organize the navigation", "information architecture", "how should content be structured", "sitemap", "nav redesign", "where should X live", or "content hierarchy".

Run a user interview — produce an interview guide and synthesize the output into an actionable insight report. Use when asked to "run a user interview", "synthesize these interview notes", "what do users actually want", "build a persona from this feedback", "find the JTBD in these transcripts", or "analyze this interview data".

Jobs-to-Be-Done analysis — given a product, user descriptions, transcripts, or tickets, produce a JTBD job map with switching forces analysis and opportunity ranking. Use when asked to "find the JTBD", "what jobs are users hiring us for", "job mapping", "what are users really trying to do", "JTBD framework", or "why are users switching".

Optimize ElevenLabs costs through model selection, character-efficient patterns, caching, and usage monitoring with budget alerts. Use when analyzing ElevenLabs billing, reducing character usage, or implementing quota monitoring for TTS workloads. Trigger: "elevenlabs cost", "elevenlabs billing", "reduce elevenlabs costs", "elevenlabs pricing", "elevenlabs expensive", "elevenlabs budget", "elevenlabs characters", "elevenlabs quota".

Design meeting intelligence architecture with Fireflies.ai GraphQL API, webhooks, and CRM sync. Use when designing new integrations, planning transcript pipelines, or establishing architecture for meeting analytics platforms. Trigger with phrases like "fireflies architecture", "fireflies design", "fireflies project structure", "meeting intelligence pipeline".

Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings. Use when asked to "how much is this costing", "reduce cloud spend", "cost optimization", "are we overpaying", "cloud bill", or "budget for this infra".

Reference architecture for enterprise Gamma integrations. Use when designing systems, planning integrations, or implementing best-practice Gamma architectures. Trigger with phrases like "gamma architecture", "gamma design", "gamma system design", "gamma integration pattern", "gamma enterprise".

Implement Instantly.ai lead data management, GDPR/CAN-SPAM compliance, and list operations. Use when handling lead imports, managing block lists, implementing unsubscribe flows, or ensuring compliance with email regulations. Trigger with phrases like "instantly leads", "instantly data", "instantly GDPR", "instantly block list", "instantly lead management", "instantly unsubscribe".

Execute Instantly.ai incident response procedures with triage, mitigation, and recovery. Use when responding to campaign failures, account health crises, deliverability drops, or Instantly API outages. Trigger with phrases like "instantly incident", "instantly outage", "instantly campaign failed", "instantly emergency", "instantly runbook".

Apply production-ready Instantly.ai API client patterns for TypeScript and Python. Use when building reusable API wrappers, implementing retry logic, or establishing coding standards for Instantly integrations. Trigger with phrases like "instantly SDK patterns", "instantly best practices", "instantly client wrapper", "instantly code patterns", "idiomatic instantly".

Implement Instantly.ai webhook event handling with real API v2 event types. Use when setting up webhook endpoints, processing email events, or building CRM sync pipelines from Instantly notifications. Trigger with phrases like "instantly webhook", "instantly events", "instantly webhook handler", "handle instantly events", "instantly notifications".

Configure Klaviyo enterprise access control with API key scopes and OAuth. Use when implementing per-key scoping, configuring OAuth app authorization, or setting up organization-level access controls for Klaviyo. Trigger with phrases like "klaviyo scopes", "klaviyo RBAC", "klaviyo enterprise", "klaviyo permissions", "klaviyo OAuth", "klaviyo access control".

Optimize Lokalise costs through plan selection, usage monitoring, and efficiency. Use when analyzing Lokalise billing, reducing costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "lokalise cost", "lokalise billing", "reduce lokalise costs", "lokalise pricing", "lokalise budget".

Audits a contract against type-specific protection checklists to find gaps, then provides ready-to-insert clause language for each missing protection. Use when a user wants to know what protections are absent from their contract. Trigger with "/missing-protections" or "what protections is this contract missing".

Collect Notion API diagnostic info for troubleshooting and support tickets. Use when encountering persistent API issues, token/auth failures, page access problems, or preparing diagnostic bundles for Notion support. Trigger with phrases like "notion debug", "notion diagnostic", "notion support bundle", "collect notion logs", "notion troubleshoot".

Produce a complete positioning document using the Dunford framework — competitive alternatives, unique attributes, value, best-fit customer, market category, positioning statement, and tagline. Use when asked to "write our positioning", "define our value prop", "positioning statement", "what market are we in", "how do we position against X", "what's our tagline", or "write our messaging foundation".

Implement a complete UI screen or feature from a Form visual spec. Use when asked to "build a page", "implement this screen", "build the frontend for this feature", or "create this UI".

Retell AI ci integration — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell ci integration", "retellai-ci-integration", "voice agent".

Retell AI local dev loop — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell local dev loop", "retellai-local-dev-loop", "voice agent".

Retell AI prod checklist — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell prod checklist", "retellai-prod-checklist", "voice agent".

Retell AI upgrade migration — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell upgrade migration", "retellai-upgrade-migration", "voice agent".

Implement Salesforce reliability patterns including circuit breakers, idempotent upserts, and fallback caching. Use when building fault-tolerant Salesforce integrations, implementing retry strategies, or adding resilience to production Salesforce services. Trigger with phrases like "salesforce reliability", "salesforce circuit breaker", "salesforce idempotent", "salesforce resilience", "salesforce fallback", "salesforce retry".

Produce a system design doc — components, data flow, decisions made, tradeoffs, failure modes. Not a list of options. An actual design with calls made. Use when asked for "system design for", "architect this", "how should we build", or "design the backend".

Guided workflow for establishing team identity, boundaries, and strategic clarity. Use when starting a new role, inheriting ambiguity, when a team lacks clear identity, or when you need to define "what we own" vs "what we don't". Triggers include "strategic clarity", "team identity", "new role", "inherited ambiguity", "what does my team own", or "define our boundaries".

Implement TwinMind rate limiting, backoff, and optimization patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for TwinMind. Trigger with phrases like "twinmind rate limit", "twinmind throttling", "twinmind 429", "twinmind retry", "twinmind backoff".

Write SLO-based alert rules with burn rate thresholds and paired runbooks. Outputs actual alert configs, not a strategy doc. Use when asked to "set up alerts", "create runbooks", "define SLOs", or "alerting strategy".

Produce a hardening spec and implement it — auth patterns, security headers, rate limiting, input validation, secrets management, dependency hygiene. Use when asked to "harden this", "add security to this service", "what security do I need", or "secure this before launch".

Push-based web analytics intelligence for your entire site portfolio. Fetches data from Umami (primary) and GA4 (fallback), runs specialist analysis agents in parallel, and delivers actionable insights. Three tiers: mini (30s pulse), medium (2min brief), full (5min deep dive). Supports console, email, and Slack delivery. Trigger with "/analytics", "check my analytics", "how's my traffic", "site stats", "traffic report", "analytics brief", "daily brief".

Execute Webflow secondary workflows — Sites management, Pages API, Forms submissions, Ecommerce (products/orders/inventory), and Custom Code via the Data API v2. Use when managing sites, reading pages, handling form data, or working with Webflow Ecommerce products and orders. Trigger with phrases like "webflow sites", "webflow pages", "webflow forms", "webflow ecommerce", "webflow products", "webflow orders".

Set up observability for Webflow integrations — Prometheus metrics for API calls, OpenTelemetry tracing, structured logging with pino, Grafana dashboards, and alerting for rate limits, errors, and latency. Trigger with phrases like "webflow monitoring", "webflow metrics", "webflow observability", "monitor webflow", "webflow alerts", "webflow tracing".

Implement Webflow webhook registration, signature verification, and event handling for form_submission, site_publish, ecomm_new_order, page_created, and more. Use when setting up webhook endpoints, implementing event-driven workflows, or handling Webflow notifications. Trigger with phrases like "webflow webhook", "webflow events", "webflow webhook signature", "handle webflow events", "webflow notifications".

Use when a task is too large for turn-by-turn orchestration and should run through the big-task workflow lane: system-wide changes, large migrations, repo-wide audits, high-confidence verification, or tasks explicitly asking to run a workflow. Claude Code uses native dynamic workflows; Codex and OpenCode use the portable workflow adapter. Trigger with /hyperflow:workflow, "run a workflow", "dynamic workflow", "big task", "large migration", "repo-wide audit".

Choose and implement Adobe architecture blueprints: standalone SDK integration, Adobe App Builder serverless, and dedicated microservice with event-driven Firefly/PDF pipelines. Decision matrix based on team size and throughput. Trigger with phrases like "adobe architecture", "adobe blueprint", "adobe app builder vs standalone", "adobe microservice".

Implement Adobe reference architecture for production integrations covering Firefly Services, PDF Services, I/O Events, and App Builder with layered project layout, error boundaries, and health monitoring. Trigger with phrases like "adobe architecture", "adobe project structure", "how to organize adobe", "adobe layout", "adobe best practices".

Generates customized business agreements for 10 common relationship types with plain English annotations. Use when formalizing a business relationship, creating a partnership agreement, or drafting a service contract from scratch. Trigger with "/agreement-generator" or "create a freelancer agreement".

Migrate to Algolia from Elasticsearch, Typesense, or Meilisearch. Covers data migration, query translation, replaceAllObjects zero-downtime swap, and strangler fig traffic shifting. Trigger: "migrate to algolia", "switch to algolia", "algolia migration", "elasticsearch to algolia", "replace search engine", "algolia replatform".

Implement Algolia reference architecture: index design, multi-index strategy, data pipeline, search service layer, and frontend/backend separation. Trigger: "algolia architecture", "algolia best practices", "algolia project structure", "how to organize algolia", "algolia index design".

Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger: "apify cost", "apify billing", "reduce apify costs", "apify pricing", "apify expensive", "apify budget", "compute units".

Deploy Apify Actors and integrate scraping into external applications. Use when deploying Actors to the platform, integrating Actor results into web apps, or connecting Apify with external services. Trigger: "deploy apify actor", "apify Vercel integration", "apify production deploy", "integrate apify results", "apify API endpoint".

Optimize Apify Actor performance: crawl speed, memory usage, concurrency, and proxy rotation. Use when Actors are slow, consuming too much memory, or being blocked by target sites. Trigger: "apify performance", "optimize apify actor", "apify slow", "crawlee concurrency", "apify memory tuning", "scraper performance".

Production-ready patterns for Apify SDK and apify-client in TypeScript. Use when building Actors with Crawlee, managing datasets/KV stores, or implementing robust client wrappers with retry and validation. Trigger: "apify SDK patterns", "apify best practices", "apify client wrapper", "crawlee patterns", "idiomatic apify".

Implement Apify webhooks for Actor run notifications and event-driven pipelines. Use when setting up run completion alerts, building event-driven scraping pipelines, or configuring ad-hoc webhooks for individual runs. Trigger: "apify webhook", "apify events", "actor run notification", "apify run succeeded webhook", "apify ad-hoc webhook".

Use when the user wants to see, inspect, cancel, or prune background agents fired during prior chain runs. Read/manage `.hyperflow/background/registry.json` and the per-agent output buffers at `.hyperflow/background/<id>.md`. Standalone — never auto-invoked. Trigger with /hyperflow:background, "list background agents", "what's running in background", "cancel background agent", "show background result".

Optimize BambooHR API performance with caching, batch reports, incremental sync, and connection pooling. Use when experiencing slow API responses, implementing caching, or optimizing sync throughput. Trigger with phrases like "bamboohr performance", "optimize bamboohr", "bamboohr latency", "bamboohr caching", "bamboohr slow", "bamboohr batch".

Apply production-ready BambooHR API patterns for TypeScript and Python. Use when implementing BambooHR integrations, building reusable clients, or establishing team coding standards for BambooHR REST API. Trigger with phrases like "bamboohr SDK patterns", "bamboohr best practices", "bamboohr code patterns", "idiomatic bamboohr", "bamboohr client wrapper".

Implement Bright Data reference architecture with best-practice project layout. Use when designing new Bright Data integrations, reviewing project structure, or establishing architecture standards for Bright Data applications. Trigger with phrases like "brightdata architecture", "brightdata best practices", "brightdata project structure", "how to organize brightdata", "brightdata layout".

Apply Canva Connect API advanced debugging for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating intermittent failures, or preparing evidence bundles for Canva developer support. Trigger with phrases like "canva hard bug", "canva mystery error", "canva impossible to debug", "difficult canva issue", "canva deep debug".

Execute major Canva Connect API integration migrations with strangler fig pattern. Use when migrating to Canva from another design platform, re-platforming existing integrations, or performing major architectural changes. Trigger with phrases like "migrate to canva", "canva migration", "switch to canva", "canva replatform", "replace design tool with canva".

Implement credit spending limits, data privacy enforcement, and input validation guardrails for Clay pipelines. Use when enforcing spending caps, blocking PII enrichment, or adding pre-enrichment validation rules. Trigger with phrases like "clay policy", "clay guardrails", "clay spending limit", "clay data privacy rules", "clay validation", "clay controls".

Apply production-ready patterns for integrating with Clay via webhooks and HTTP API. Use when building Clay integrations, implementing webhook handlers, or establishing team coding standards for Clay data pipelines. Trigger with phrases like "clay SDK patterns", "clay best practices", "clay code patterns", "clay integration patterns", "clay webhook patterns".

Configure ClickHouse enterprise RBAC — SQL-based users, roles, row policies, column-level grants, and quota management. Use when setting up multi-user access control, implementing tenant isolation, or configuring enterprise security for ClickHouse. Trigger: "clickhouse RBAC", "clickhouse roles", "clickhouse permissions", "clickhouse row policy", "clickhouse enterprise access", "clickhouse GRANT".

Configure ClickHouse across dev, staging, and production with environment-specific settings, secrets management, and infrastructure-as-code patterns. Use when setting up per-environment ClickHouse instances, managing connection configs, or deploying to multiple environments. Trigger: "clickhouse environments", "clickhouse dev staging prod", "clickhouse multi-env", "clickhouse environment config", "clickhouse staging setup".

Migrate to CodeRabbit from other code review tools or roll out across a large organization. Use when switching from another AI review tool, migrating from manual-only reviews, or planning a phased CodeRabbit adoption strategy. Trigger with phrases like "migrate to coderabbit", "coderabbit migration", "switch to coderabbit", "coderabbit from reviewbot", "adopt coderabbit", "replace code review tool".

Monitor CodeRabbit review effectiveness with metrics, dashboards, and alerts. Use when tracking review coverage, measuring comment acceptance rates, or building dashboards for CodeRabbit adoption across your organization. Trigger with phrases like "coderabbit monitoring", "coderabbit metrics", "coderabbit observability", "monitor coderabbit", "coderabbit alerts", "coderabbit dashboard".

Migrate from OpenAI/Anthropic/other LLM providers to Cohere, or vice versa. Use when switching LLM providers, migrating embeddings between models, or re-platforming existing AI integrations to Cohere API v2. Trigger with phrases like "migrate to cohere", "switch from openai to cohere", "cohere migration", "replace openai with cohere", "cohere replatform".

Set up comprehensive observability for Cohere API v2 with metrics, traces, and alerts. Use when implementing monitoring for Chat/Embed/Rerank operations, setting up dashboards, or configuring alerts for Cohere integrations. Trigger with phrases like "cohere monitoring", "cohere metrics", "cohere observability", "monitor cohere", "cohere alerts", "cohere tracing".

Build a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria. Use when asked to "prompt engineering", "build a prompt", "write a system prompt", or "improve this prompt".

Configure Databricks enterprise SSO, Unity Catalog RBAC, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls with Unity Catalog. Trigger with phrases like "databricks SSO", "databricks RBAC", "databricks enterprise", "unity catalog permissions", "databricks SCIM".

Configure Databricks across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific Databricks configurations. Trigger with phrases like "databricks environments", "databricks staging", "databricks dev prod", "databricks environment setup", "databricks config by env".

Optimize ElevenLabs TTS latency with model selection, streaming, caching, and audio format tuning. Use when experiencing slow TTS responses, implementing real-time voice features, or optimizing audio generation throughput. Trigger: "elevenlabs performance", "optimize elevenlabs", "elevenlabs latency", "elevenlabs slow", "fast TTS", "reduce elevenlabs latency", "TTS streaming".

Apply production-ready ElevenLabs SDK patterns for TypeScript and Python. Use when implementing ElevenLabs integrations, refactoring SDK usage, or establishing team coding standards for audio AI applications. Trigger: "elevenlabs SDK patterns", "elevenlabs best practices", "elevenlabs code patterns", "idiomatic elevenlabs", "elevenlabs typescript".

Implement ElevenLabs webhook HMAC signature verification and event handling. Use when setting up webhook endpoints for transcription completion, call recording, or agent conversation events from ElevenLabs. Trigger: "elevenlabs webhook", "elevenlabs events", "elevenlabs webhook signature", "handle elevenlabs notifications", "elevenlabs post-call webhook", "elevenlabs transcription webhook".

Debug hard-to-diagnose Firecrawl issues with systematic isolation and evidence collection. Use when standard troubleshooting fails, investigating why scrapes return empty content, crawl jobs hang, or webhooks don't fire. Trigger with phrases like "firecrawl hard bug", "firecrawl mystery error", "firecrawl impossible to debug", "firecrawl deep debug", "firecrawl not scraping".

Implement Firecrawl reference architecture with scrape/crawl/map/extract pipelines. Use when designing new Firecrawl integrations, reviewing project structure, or building content ingestion pipelines for AI/RAG applications. Trigger with phrases like "firecrawl architecture", "firecrawl project structure", "firecrawl pipeline", "firecrawl RAG", "firecrawl knowledge base".

Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing crawl-to-scrape fallback, or adding content quality gates to Firecrawl integrations. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl fallback", "firecrawl resilience", "firecrawl fault tolerant".

Handle Fireflies.ai transcript data: export formats, PII redaction, retention policies, and compliance. Use when exporting transcripts, implementing data redaction, configuring retention, or ensuring GDPR/CCPA compliance. Trigger with phrases like "fireflies data", "fireflies PII", "fireflies GDPR", "fireflies data retention", "fireflies privacy", "fireflies export".

Migrate to Fireflies.ai from other meeting transcription platforms or legacy recording systems. Use when switching from Otter.ai, Rev, or custom transcription to Fireflies, or importing historical meeting data into the Fireflies ecosystem. Trigger with phrases like "migrate to fireflies", "switch from otter", "fireflies migration", "import meetings to fireflies", "fireflies replatform".

Use when asked to create a brand identity, define visual design direction, generate a color palette or type system, build a style guide, or establish the look and feel for a product. Examples: "create a brand for X", "define the visual identity", "what colors should we use", "build a style guide", "design system foundations".

Use when asked to create a logo, design a brand mark, generate a logo concept, or produce any logo asset. Examples: "create a logo for X", "design a brand mark", "make me a logo", "generate logo concepts", "logo for our product".

Migrate from other image generation APIs to Ideogram, or re-architect existing Ideogram integrations. Use when switching from DALL-E/Midjourney/Stable Diffusion to Ideogram, or performing major integration overhauls. Trigger with phrases like "migrate to ideogram", "switch to ideogram", "replace dall-e with ideogram", "ideogram replatform", "ideogram migration".

Build and launch an Instantly.ai cold email campaign end-to-end. Use when creating campaigns, adding leads, configuring sequences, and launching outreach via the Instantly API v2. Trigger with phrases like "instantly campaign", "launch instantly campaign", "create instantly outreach", "instantly cold email", "instantly send campaign".

Configure Instantly.ai workspace access control, team management, and API key governance. Use when managing workspace members, setting up team permissions, or implementing API key governance for multi-user Instantly workspaces. Trigger with phrases like "instantly team", "instantly permissions", "instantly workspace members", "instantly access control", "instantly rbac".

Set up monitoring, alerting, and dashboards for Instantly.ai integrations. Use when implementing campaign health monitoring, account health alerts, or building analytics dashboards from Instantly data. Trigger with phrases like "instantly monitoring", "instantly dashboard", "instantly alerts", "instantly observability", "monitor instantly campaigns".

Execute Instantly.ai production launch checklist and pre-flight validation. Use when deploying Instantly integrations to production, launching first campaign, or auditing production readiness. Trigger with phrases like "instantly production", "instantly launch checklist", "instantly go-live", "instantly pre-flight", "instantly prod ready".

Migrate Instantly.ai integrations from API v1 to v2. Use when upgrading from deprecated v1 endpoints, updating authentication, or migrating endpoint paths and request formats. Trigger with phrases like "instantly v1 to v2", "instantly api migration", "instantly upgrade", "instantly deprecated", "migrate instantly api".

Implement Intercom data handling for GDPR, contact export, data retention, and PII. Use when handling sensitive data, implementing data export/deletion requests, or ensuring compliance with privacy regulations for Intercom integrations. Trigger with phrases like "intercom data", "intercom PII", "intercom GDPR", "intercom data retention", "intercom privacy", "intercom CCPA", "intercom data export", "intercom delete contact".

Configure Intercom enterprise OAuth, admin roles, and app-level access control. Use when implementing OAuth integration, managing admin permissions, or setting up organization-level controls for Intercom. Trigger with phrases like "intercom OAuth", "intercom RBAC", "intercom enterprise", "intercom roles", "intercom permissions", "intercom admin access".

Set up observability for Intercom integrations with metrics, traces, and alerts. Use when implementing monitoring for Intercom API operations, setting up dashboards, or configuring alerting for integration health. Trigger with phrases like "intercom monitoring", "intercom metrics", "intercom observability", "monitor intercom", "intercom alerts", "intercom tracing".

Implement Intercom webhook handling and data event tracking. Use when setting up webhook endpoints, processing Intercom notifications, or submitting custom data events for contact activity tracking. Trigger with phrases like "intercom webhook", "intercom events", "intercom webhook signature", "handle intercom events", "intercom data events", "track intercom events".

Implement Klaviyo data privacy, GDPR/CCPA compliance, and PII handling patterns. Use when handling profile data, implementing right-to-deletion, configuring data retention, or ensuring compliance with privacy regulations. Trigger with phrases like "klaviyo data", "klaviyo PII", "klaviyo GDPR", "klaviyo data retention", "klaviyo privacy", "klaviyo CCPA", "klaviyo delete profile", "klaviyo data privacy".

Set up observability for Klaviyo integrations with metrics, traces, and alerts. Use when implementing monitoring for Klaviyo API operations, setting up dashboards, or configuring alerting for Klaviyo integration health. Trigger with phrases like "klaviyo monitoring", "klaviyo metrics", "klaviyo observability", "monitor klaviyo", "klaviyo alerts", "klaviyo tracing".

Set up observability for Miro REST API v2 integrations with Prometheus metrics, OpenTelemetry traces, structured logging, and Grafana dashboards. Trigger with phrases like "miro monitoring", "miro metrics", "miro observability", "monitor miro", "miro alerts", "miro tracing".

Apply production-ready patterns for @mirohq/miro-api client usage. Use when implementing Miro integrations, refactoring SDK usage, or establishing coding standards for Miro REST API v2. Trigger with phrases like "miro SDK patterns", "miro best practices", "miro code patterns", "miro client wrapper", "miro typescript".

Create a minimal working Obsidian plugin with commands, settings, modals, and ribbon icons. Use when building your first plugin feature, testing your setup, or learning basic Obsidian plugin patterns. Trigger with phrases like "obsidian hello world", "first obsidian plugin", "obsidian quick start", "simple obsidian plugin".

Build a service catalog — schema, starter entries, and governance model. Produces what information to capture per service, how it's maintained, and where it lives. Use when asked to "service catalog", "what services do we have", "catalog our services", "service inventory", or "who owns what".

Produce an actual launch plan with announcement copy, channel sequence, and day-1 checklist. Use when asked to "plan a launch", "GTM strategy", "how do we announce this", "launch plan for [feature]", "go-to-market", "write our Product Hunt post", or "how do we get people to notice this".

Translates every clause of a contract into plain language at an 8th-grade reading level and flags deliberately confusing language patterns. Use when a user says "explain this contract", "what does this mean", or needs a non-lawyer to understand an agreement. Trigger with "/plain-english" or "translate this contract to plain English".

Migrate to PostHog from Google Analytics, Mixpanel, Amplitude, or Segment. Covers dual-write strategy, historical data import, event name mapping, identity resolution, and feature flag based traffic shifting. Trigger: "migrate posthog", "posthog migration", "switch to posthog", "posthog from mixpanel", "posthog from GA", "posthog replatform".

Production PostHog architecture: event taxonomy, SDK layering, feature flag strategy, analytics module layout, and data pipeline integration patterns. Trigger: "posthog architecture", "posthog best practices", "posthog project structure", "how to organize posthog", "posthog design".

Implement a reusable, accessible, typed component from a design spec. Use when asked to "create a component", "build a widget", "implement this design", or "reusable UI element".