trigger-cost-savings
Phân tích các tác vụ, lịch trình và lần chạy của Trigger.dev để tìm cơ hội tối ưu chi phí. Sử dụng khi được yêu cầu giảm chi tiêu, tối ưu chi phí, kiểm toán mức sử dụng, điều chỉnh quy mô phù hợp…
npx skills add https://github.com/triggerdotdev/trigger.dev --skill trigger-cost-savingsTrigger.dev Cost Savings Analysis
The full, version-pinned cost-audit workflow ships inside your installed @trigger.dev/sdk. Read it before giving recommendations so they match the SDK version in this project:
- Skill:
node_modules/@trigger.dev/sdk/skills/trigger-cost-savings/SKILL.md— the static-analysis checklist, the MCP run-analysis steps (list_runs,get_run_details,get_current_worker), the report format, and the machine-preset cost table. - Docs: the canonical guidance is bundled at
node_modules/@trigger.dev/sdk/docs/how-to-reduce-your-spend.mdx, with supporting pages undernode_modules/@trigger.dev/sdk/docs/(machines.mdx,runs/max-duration.mdx,queue-concurrency.mdx,idempotency.mdx,triggering.mdx,errors-retrying.mdx).
If those paths don't exist, @trigger.dev/sdk isn't installed yet — install it first. In a non-hoisted layout, resolve the package with node -p "require.resolve('@trigger.dev/sdk/package.json')" and read skills/ + docs/ beside it.
Live run analysis needs the Trigger.dev MCP server (npx trigger.dev@latest install-mcp). Without it, do the static source analysis only — never fabricate run data.
Key principles
- Waits > 5 seconds are free — checkpointed, no compute charge.
- Start small, scale up — the default
small-1xis right for most tasks; right-size down tasks stuck onlarge-*with short durations. - I/O-bound tasks don't need big machines — API calls and DB queries wait on the network.
- Add
maxDuration— cap runaway compute. - Debounce high-frequency triggers — consolidate bursts into single runs.
- Idempotency keys prevent duplicate billed work.
AbortTaskRunErrorstops wasteful retries — don't pay to retry permanent failures.
References
Sibling skills: trigger-authoring-tasks (the task options these levers tune: machine, maxDuration, retry, queue, idempotency), trigger-realtime-and-frontend, trigger-authoring-chat-agent and trigger-chat-agent-advanced (AI agents).