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agent-orchestration-skill

Dispatch built-in or custom subagents for multi-step tasks with parallel execution.

94|9|Updated Dec 8, 2025
Search Tags:#workflow#delegation#agent#orchestration#parallel#subagent#multistep
One-click install
npx skills add https://github.com/OpenLoaf/OpenLoaf --skill agent-orchestration-skill-openloaf
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-orchestration-skill
Source: https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/agent-orchestration
Command: npx skills add https://github.com/OpenLoaf/OpenLoaf --skill agent-orchestration-skill-openloaf

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The master Agent can offload multi-step complex tasks to built-in subagents (browser, doc-editor, data-analyst, extractor, canvas-designer, coder) to improve efficiency and maintain modularity.

Core Features & Use Cases

  • Delegation decision: when to delegate, to whom, and how to invoke the subagent.
  • Built-in six subagents with distinct tool sets and step budgets.
  • Parallel execution and result aggregation with context inheritance to reduce overhead.
  • Reuse of inherited context (projectId and pageContext) to avoid repeating environment details in prompts.

Quick Start

Issue an Agent call to delegate a multi-step task to the appropriate subagent, e.g., Agent { description: "Process report", prompt: "...", subagent_type: "browser" }

Frequently Asked Questions about agent-orchestration-skill

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

FAQPage Schema
How do I delegate multi-step tasks to subagents for parallel execution?▼

To delegate tasks to subagents, issue an Agent call specifying the description, prompt, and subagent_type. This dispatches expert subagents to handle multi-step operations, supporting parallel execution and result aggregation while preserving inherited context.

What built-in subagents are available for workflow orchestration?▼

Available built-in subagents for workflow orchestration include browser, doc-editor, data-analyst, extractor, canvas-designer, and coder. Each subagent features distinct tool sets and step budgets to handle specific complex task types.

What are the concurrency and depth limits for subagent delegation?▼

Subagent delegation enforces a maximum concurrency of 4 parallel executions and a maximum delegation depth of 2. These constraints ensure standardized streaming of sub-agent outputs and maintain system stability during complex workflow orchestration.

How does context inheritance work when dispatching subagents?▼

Context inheritance allows subagents to reuse projectId and pageContext automatically. This avoids repeating environment details in prompts, reduces overhead, and ensures delegated multi-step tasks execute with the master Agent's full environmental context.

When should I use agent orchestration instead of handling tasks directly?▼

Use agent orchestration when task complexity warrants outsourcing multi-step operations. Delegating to built-in subagents improves efficiency and maintains modularity by offloading specialized work like data analysis or document editing to dedicated expert agents.

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