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Delegate AI Subtasks

by PromptSpace

Stop burning expensive model tokens on repetitive subtasks. This skill delegates mechanical work to cheaper models and writes handoff snapshots so you never lose context switching between sessions.

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$5

One-time purchase

⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →

Included in download

  • Downloadable skill package
  • Works with OpenClaw, Cursor
  • Instant install

About This Skill

When you give your agent a complex task, it does everything with the same expensive model. Reformatting 10 files? Opus. Generating boilerplate from a spec? Opus. Running a script and checking output? Still Opus. Meanwhile, most of those subtasks could be handled by Haiku at a fraction of the cost.

Smart Router does two things.

First, it automatically identifies which parts of a task are mechanical or repetitive and delegates them to a cheaper model. Creating a batch of similar files, converting formats, running validation checks, generating boilerplate. The skill writes fully self contained prompts so the subagent has everything it needs without any conversation context. Your main model focuses on the work that actually requires judgment: architecture, debugging, the final user facing deliverable.

Second, it handles context handoffs when you switch models or start a new session. It writes a structured HANDOFF.md snapshot that captures not just what was done, but why. Key decisions and their rationale, rejected approaches and why they didn't work, specific next steps, and any user preferences that came up in conversation. The next model reads that file and picks up exactly where you left off without asking you to repeat yourself.

You can use either feature independently or both together. On a big task, you might delegate boilerplate to Haiku, do the complex work yourself, and then write a handoff when the user wants to continue later with a different model.

Works with Claude Code, Cursor, Codex CLI, VS Code Copilot, and any agent that supports the SKILL.md standard.

Use Cases

  • Spawn sub-agents to handle repetitive boilerplate and formatting tasks.
  • Switch between high-reasoning and low-cost models without losing context.
  • Generate comprehensive state snapshots for resuming work in new sessions.
  • Maintain a history of rejected architectural paths to prevent logic errors.

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OpenClaw, Cursor, Claude Code, Codex CLI

Creator

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PromptSpace

We build AI agent skill packages for content creators. Specializing in Chinese social media automation.

Frequently Asked Questions

Delegate AI Subtasks — AI Agent Skill | PromptSpace