Create a minimal Juicebox people search example. Trigger: "juicebox hello world", "first people search", "test juicebox".

Configure Juicebox team access. Trigger: "juicebox rbac", "juicebox team roles".

Deploy Juicebox integrations. Trigger: "deploy juicebox", "juicebox production deploy".

Collect Juicebox debug evidence. Trigger: "juicebox debug", "juicebox support ticket".

Juicebox data privacy and GDPR. Trigger: "juicebox data privacy", "juicebox gdpr".

Optimize Juicebox costs. Trigger: "juicebox cost", "juicebox billing", "juicebox budget".

Execute Juicebox enrichment and outreach workflow. Trigger: "juicebox enrich", "candidate enrichment", "talent pool".

Diagnose and fix Juicebox API errors. Trigger: "juicebox error", "fix juicebox", "debug juicebox".

Execute Juicebox people search with power filters and ATS export. Trigger: "find candidates", "people search", "juicebox search".

Manage Langfuse data export, retention, and compliance requirements. Use when exporting trace data, configuring retention policies, or implementing data compliance for LLM observability. Trigger with phrases like "langfuse data export", "langfuse retention", "langfuse GDPR", "langfuse compliance", "export langfuse traces".

Monitor and optimize LLM costs using Langfuse analytics and dashboards. Use when tracking LLM spending, identifying cost anomalies, or implementing cost controls for AI applications. Trigger with phrases like "langfuse costs", "LLM spending", "track AI costs", "langfuse token usage", "optimize LLM budget".

Execute Langfuse secondary workflow: Evaluation, scoring, and datasets. Use when implementing LLM evaluation, adding user feedback, or setting up automated quality scoring and experiment datasets. Trigger with phrases like "langfuse evaluation", "langfuse scoring", "rate llm outputs", "langfuse feedback", "langfuse datasets", "langfuse experiments".

Analyze an Instantly failure and collect a minimal redacted diagnostic bundle for campaigns, accounts, jobs, and webhook delivery. Use when engineering or support needs reproducible incident evidence without credentials or lead content. Trigger with "collect Instantly diagnostics", "prepare an Instantly support bundle", or "redact Instantly incident evidence".

Automate the PolicyCenter account→submission→quote→bind→issue→endorse→renew pipeline including the failure paths — underwriting issues blocking bind, quotes expiring before bind, referrals stuck pending approval, and mid-term endorsements that trigger unexpected premium audit recalculation. Use when building outbound integrations against PolicyCenter Cloud API (CRM-driven submission, broker-portal binding, automated renewal jobs). Trigger with "policycenter automation", "submission to bind", "policy renewal", "policy endorsement", "underwriting issue".

Automate the ClaimCenter FNOL→investigation→reserve→payment→settlement→close pipeline including the failure paths — duplicate FNOL from multi-source intake, reserve-must-precede-payment ordering, supervisor-authorization tiers, premature settlement, and reopen-vs-new-claim ambiguity. Use when building claim intake from caller portals, IVR, or partner systems; automating reserve-setting jobs; or integrating settlement events with finance. Trigger with "claimcenter automation", "FNOL", "claim reserve", "claim payment", "claim settlement", "claim reopen".

Authenticate production Guidewire Cloud API integrations and survive the auth-side failures — token expiry storms, scope drift, private-CA PKIX errors, secret rotation. Use when hardening OAuth2 token caching, configuring JVM trust stores, or rotating client secrets without downtime. Trigger with "guidewire auth", "guidewire OAuth2", "guidewire token cache", "guidewire PKIX", "guidewire secret rotation".

Iterate on Gosu rules and configuration without paying the full 5–15 minute runServer rebuild every time. Use when standing up Guidewire Studio against a local InsuranceSuite instance, attaching an IntelliJ remote debugger to runServer, distinguishing changes that hot-reload from changes that force restart, or building a GUnit-driven TDD cycle for rule logic. Trigger with "guidewire studio", "gosu hot reload", "gosu debugger", "gunit", "guidewire runServer".

Build a production-grade Guidewire Cloud API client that survives the request-side failures — 409 checksum conflicts on PATCH/PUT, 429 quota throttling, offsetToken pagination drift, retry-unsafe POSTs, and unstructured error responses. Use when designing an HTTP client wrapper around PolicyCenter, ClaimCenter, or BillingCenter REST endpoints. Trigger with "guidewire client", "guidewire sdk", "checksum 409", "guidewire pagination", "guidewire rate limit", "Retry-After".

Build deterministic CI for Ideogram adapters with sanitized schemas, fixtures, secret isolation, and a trusted optional live lane. Use when adding or auditing automated integration tests. Trigger with "test Ideogram in CI", "build Ideogram contract tests", or "secure an Ideogram GitHub workflow".

Diagnose Ideogram authentication, validation, throttling, capacity, safety, and asset-expiry failures by evidence class. Use when a request fails or returns no usable image. Trigger with "debug Ideogram 422", "fix Ideogram 429", or "diagnose an empty Ideogram URL".