trigger-dev

Build AI agent workflows on Trigger.dev — prompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer, and human-in-the-loop. Use when the user asks to "build an AI agent with trigger.dev", "chain LLM calls", "parallelize AI tasks", "create an orchestrator", "add human approval to workflow", or needs patterns for LLM-powered durable execution.

Build durable AI chat agents on Trigger.dev with chat.agent, sessions and the useTriggerChatTransport React transport (requires server 4.5.0 or newer and AI SDK 5+). Use when the user asks about "chat.agent", "trigger.dev chat agent", "AI chat on trigger.dev", "useTriggerChatTransport", "trigger.dev sessions", "start_agent_chat", "human in the loop chat", or migrating a streamText route to Trigger.dev.

Trigger.dev CLI commands for development, deployment, MCP setup, agent skills, env vars, runs and project management. Use when the user asks about "trigger.dev CLI", "npx trigger.dev", "trigger.dev dev server", "trigger.dev deploy command", "trigger.dev mcp install", "trigger.dev mcp readonly", "trigger.dev skills", "trigger.dev profiles", or needs ready-to-use CLI commands.

Configure Trigger.dev projects with trigger.config.ts, add build extensions for Prisma, Playwright, FFmpeg, Python, or customize deployment settings. Use when the user asks to "configure trigger.config.ts", "add Prisma to trigger.dev", "set up build extensions", "add FFmpeg to tasks", "configure Python in trigger.dev", or needs to customize project configuration.

Deploy Trigger.dev tasks to staging, production, or preview environments. Use when the user asks to "deploy trigger.dev tasks", "set up CI/CD for trigger.dev", "deploy to production", "deploy self-hosted trigger", "manage environments", or needs deployment workflows and self-hosted infrastructure guidance.

Trigger.dev code examples, end-to-end workflow templates, MCP tool usage patterns, and scenario walkthroughs. Use when the user asks for "trigger.dev examples", "task templates", "MCP tool patterns", "trigger.dev workflow examples", or needs reference implementations.

Define, version and override Trigger.dev managed prompts — prompts.define() in code, resolve() at runtime, and MCP tools to list, inspect, promote code versions, create dashboard overrides, hotfix, and revert. Use when the user asks about "trigger.dev prompt", "managed prompts", "prompts.define", "prompt version", "prompt override", "hotfix prompt", "promote prompt version", "list prompts", or "revert prompt override".

Trigger.dev MCP tools reference — all 41 tools, parameters, usage patterns, and common workflows (CLI 4.7.x). Use when the user asks about "trigger.dev MCP tools", "which trigger.dev tools are available", "how to use trigger.dev MCP", "trigger task via MCP", "list runs MCP", "profile switching", "TRQL queries from MCP", "dev server control", "agent chat via MCP", "mcp readonly", or "managed prompts overrides".

Query Trigger.dev data with TRQL, build dashboards, and inspect automatically-tracked LLM metrics. Use when the user asks about "trigger.dev query", "TRQL", "trigger.dev dashboards", "LLM metrics", "llm_metrics table", "how many runs failed this week", "cost per task", "query runs table", "span details", or "metrics table".

Subscribe to Trigger.dev task runs in real-time from frontend and backend. Use when the user asks to "show task progress in UI", "stream AI responses", "use trigger.dev React hooks", "subscribe to runs", "build a progress indicator", "use useRealtimeRun", or needs live task status in a React application.

Schedule Trigger.dev tasks with cron — declarative schedules defined on schedules.task, imperative per-user schedules created through the SDK or API, timezones, spreading windows, retries and idempotency of scheduled runs, testing, and why a schedule did not fire. Use when the user asks to "schedule a trigger.dev task", "run a task on a cron", "create a schedule", "dynamic or per-user schedules", "schedules:attach", "attach a schedule to production", "my schedule did not run", or "my cron runs a few minutes late".

Set up Trigger.dev in a project, connect to a self-hosted instance, verify MCP connection, authenticate the CLI, or configure dev/staging/production environments. Use when the user asks to "set up trigger.dev", "init trigger project", "connect to self-hosted trigger", "verify trigger connection", "install trigger.dev", or "configure trigger environments".

Write Trigger.dev tasks, configure retries, queues, concurrency, waits, metadata, tags, debouncing, idempotency, and use the @trigger.dev/sdk. Use when the user asks to "write a trigger.dev task", "create a background job", "add retries to task", "set up a task queue", "use triggerAndWait", "schedule a cron job", or needs SDK code patterns for Trigger.dev.

Diagnose and fix Trigger.dev errors, failed runs, deployment issues, and self-hosted problems. Use when the user encounters "trigger.dev not working", "task keeps failing", "deploy failed", "runs stuck", "self-hosted issues", "trigger.dev connection error", or needs to debug Trigger.dev v4.