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trigger-cost-savings

Analyzes Trigger.dev tasks, schedules, and runs for cost optimization opportunities.

Updated Sep 19, 2026
Search Tags:#MCP#cost optimization#background jobs#trigger.dev#task audit#run analysis#machine presets
One-click install
npx skills add https://github.com/paramcodes/autobro --skill trigger-cost-savings-paramcodes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: trigger-cost-savings
Source: https://github.com/paramcodes/autobro/tree/main/.cursor/skills/trigger-cost-savings
Command: npx skills add https://github.com/paramcodes/autobro --skill trigger-cost-savings-paramcodes

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @trigger.dev/sdk.

What problem does it solve? Trigger.dev workloads can accumulate unnecessary spend through oversized machines, runaway durations, duplicate runs, and wasteful retries. This Skill audits your tasks and live runs to identify concrete cost reduction opportunities. ## Core Features & Use Cases - Static Source Analysis: Reviews task definitions for missing maxDuration, oversized machine presets, absent idempotency keys, and retry configurations that bill for permanent failures. - Live Run Analysis: Uses the Trigger.dev MCP tools (list_runs, get_run_details, get_current_worker) to inspect actual run durations and right-size machine allocations. - Use Case: A team notices their Trigger.dev bill growing. The Skill audits their tasks, finds an I/O-bound task running on large-2x that only needs small-1x, flags a high-frequency trigger missing debounce logic, and recommends maxDuration caps on long-running jobs. ## Quick Start Ask the AI to analyze my Trigger.dev tasks and recent runs for cost optimization opportunities and produce a savings report.

Frequently Asked Questions about trigger-cost-savings

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I reduce Trigger.dev spend on my tasks?▼

Audit tasks for oversized machine presets, missing maxDuration caps, and absent idempotency keys. Right-size I/O-bound tasks down to small-1x, debounce high-frequency triggers, and use AbortTaskRunError to stop retries on permanent failures.

How to right-size Trigger.dev machine presets?▼

Compare actual run durations against the assigned machine preset using live run data from list_runs and get_run_details. Tasks with short durations on large-* presets should move to smaller machines, since I/O-bound work waits on the network rather than compute.

Are waits billed in Trigger.dev task runs?▼

Waits longer than 5 seconds are free in Trigger.dev because they are checkpointed and consume no compute. Structuring tasks to wait instead of polling avoids unnecessary billed compute time.

Does this cost analysis work without the Trigger.dev MCP server?▼

Static source analysis works without the MCP server, but live run analysis requires it via npx trigger.dev@latest install-mcp. Without it, only the source-level checklist applies and no run data should be fabricated.

Why do Trigger.dev retries increase my bill?▼

Retrying permanent failures wastes billed compute on runs that can never succeed. Throwing AbortTaskRunError for unrecoverable errors stops wasteful retries, while idempotency keys prevent duplicate billed work from repeated triggers.

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