Cursor's /orchestrate Skill: Agents That Spawn Agents via the Cursor SDK

Melvin Vivas · X video post · 2026-05-25 · 0:20 · 84 views · Open on X

Topics: AI Agents, Tool Use & MCP, AI Dev Tools & Productivity · Level: intermediate

Summary

Melvin Vivas reshares Cursor's announcement of /orchestrate, a skill that keeps spawning sub-agents to break up and work through large, ambitious tasks. It's built on the Cursor SDK. Cursor says it used the skill internally to auto-research its own skills, cutting token use by 20% while scoring better on evals, and to cut backend cold-start times by 80%. The post has no speech, so it only shows that the feature exists. It doesn't explain how it works.

Key points

• /orchestrate is a Cursor skill that keeps spawning sub-agents to split up and handle large tasks (a multi-agent, orchestrator-worker pattern).
• It is built on the Cursor SDK, which lets you control Cursor's agents from code.
• Cursor reports using it to auto-research and improve its internal skills: 20% fewer tokens with better eval scores.
• Cursor also reports using it to cut cold-start times on its internal backend by 80%.
• Lesson: automated agent research works best when it is tied to evals. Measure quality alongside token cost so the improvements are real.
• The post has no tutorial or narration. Check Cursor's official docs to see how to use it.

Resources mentioned

• Cursor /orchestrate skill · tool · cursor.com · check price
  A Cursor skill that keeps spawning agents to work on large, ambitious tasks.
• Cursor SDK · tool · cursor.com · paid
  SDK for building agents on Cursor's agent runtime, harness and models, for use in CI/CD pipelines, automations or your own products.
  Also in: Cursor SDK: Build Agents on Cursor's Runtime, Harness and Models (Melvin Vivas on X · notes)
• Cursor · tool · x.com · free · recommended by both Bashiri Smith & Melvin Vivas
  AI-native code editor (VS Code with AI built in).
  Also in: GLM 5.3 and GLM 5.3 Flash now in Cursor (Melvin Vivas on X · notes), Grok Bot Can Now Hand Off Coding Tasks to Cursor (Melvin Vivas on X · notes), Why Plan Mode Still Matters in AI Coding Assistants (Codex, Claude, Cursor) (Melvin Vivas on X · notes), Why Plan Mode Still Matters in AI Coding Agents (Codex, Claude, Cursor) (Melvin Vivas on X · notes) and 121 more