delegation

Delegate recursive tasks to child RLM sandboxes with budget management.

51|6|Updated Feb 7, 2026
One-click install
npx skills add https://github.com/Qredence/fleet-rlm --skill delegation-qredence
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: delegation
Source: https://github.com/Qredence/fleet-rlm/tree/main/src/fleet_rlm/scaffold/skills/delegation
Command: npx skills add https://github.com/Qredence/fleet-rlm --skill delegation-qredence

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Delegation of recursive work to child sandboxes, with budget management to prevent runaway costs and to enable scalable multi-task orchestration.

Core Features & Use Cases

  • Host-side delegation with budget leasing and latency-tracking to enforce limits.
  • In-sandbox delegation for running sub-queries within an active session.
  • Isolation modes and recursion depth controls to ensure safe, bounded execution.

Quick Start

Create a parent interpreter and delegate a sub-task to a child sandbox to observe budget leasing and sandbox lifecycle.

Frequently Asked Questions about delegation

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

FAQPage Schema
How do I delegate recursive work to child sandboxes without runaway costs?

Delegate recursive work to child sandboxes with budget management to prevent runaway costs. The Skill enforces limits via remaining budget checks and leases LLM budgets within parent sessions to enable scalable multi-task orchestration.

How do I fan out batched sub-queries within an active session?

Fan out batched sub-queries within an active session using in-sandbox delegation. This allows you to decompose tasks and run sub-queries directly while the parent session remains active.

What is the best way to enforce isolation and recursion depth for sub-tasks?

Enforce isolation and recursion depth for sub-tasks through configurable isolation modes and recursion depth controls. These features ensure safe, bounded execution when delegating work to child sandboxes.

Can I lease LLM budgets from a parent session to child sandboxes?

Yes, lease LLM budgets from a parent session to child sandboxes. Host-side delegation applies budget leasing and latency-tracking to enforce limits while scaling complex tasks.

When should I use host-side delegation versus in-sandbox delegation?

Use host-side delegation with budget leasing and latency-tracking to enforce limits globally, or in-sandbox delegation to run sub-queries within an active session. Both provide isolation controls with configurable recursion depth for bounded execution.