Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation inline (CONTEXT.md per bounded context, ADRs, feature docs). Also runs mandatory feature-overlap detection before any new feature and maintains the .agents/features/ registry. Use when stress-testing a plan, defining domain terms, hardening terminology, or proposing/adding a new feature.
Debug a failed Activepieces flow run end-to-end: given a flow run id (or BullMQ job id), find why it failed, cross-referencing the live BullMQ job + Postgres rows (SSH script on the DevOps box), the centralized ClickHouse logs (ClickStack MCP), and the code in this repo, then categorize the failed-job backlog on request.
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
Builds Activepieces pieces (integrations) with actions and triggers. Use when the user asks to create a new piece, add actions to a piece, add triggers to a piece, or build an integration for a third-party app. Also use when the user mentions Activepieces pieces, connectors, or integration development.
Use when the user asks to add a feature, implement functionality, or build something spanning database, API, and frontend. ALWAYS use for multi-layer feature work.
Analyze application logs from the .evlog/logs/ directory. Use when debugging errors, investigating slow requests, understanding request patterns, or answering questions about application behavior. Reads structured NDJSON wide events written by evlog's file system drain.
Build or review audit trails in TypeScript/JavaScript apps using evlog (pipelines, typed actions, denials, retention, compliance-style reviews). For application code, not for extending the evlog package.
Review code for logging patterns and suggest evlog adoption. Guides setup on Nuxt, Next.js, SvelteKit, Nitro, TanStack Start, React Router, NestJS, Express, Hono, Fastify, Elysia, oRPC, Cloudflare Workers, and standalone TypeScript. Detects console.log spam, unstructured errors, and missing context. Covers wide events, structured errors, drain adapters (Axiom, OTLP, HyperDX, PostHog, Sentry, Better Stack, Datadog), sampling, enrichers, and AI SDK integration (token usage, tool calls, streaming metrics, telemetry integration, cost estimation, embedding metadata).