orchestrate

Orchestrate multi-agent software tasks with verification gates and Architect approval.

Updated Feb 20, 2026
One-click install
npx skills add https://github.com/ssccio/cc-on-web-base --skill orchestrate-ssccio
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/ssccio/cc-on-web-base/tree/main/skills/orchestrate
Command: npx skills add https://github.com/ssccio/cc-on-web-base --skill orchestrate-ssccio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns open-ended work into coordinated multi-agent execution so the right specialist handles the right part, while the orchestrator enforces strong verification and prevents premature completion.

Core Features & Use Cases

  • Intent-gated skill triggering: Scans for matching skill triggers and invokes them immediately to avoid wasted reasoning.
  • Codebase-aware planning: Classifies codebase maturity (disciplined, transitional, legacy/chaotic, greenfield) to choose an appropriate approach.
  • Delegation with guardrails: Forces structured pre-delegation declarations, tool whitelisting, and strict must/must-not constraints.
  • Parallel exploration/research: Runs grep-style background discovery in parallel using explicitly selected agent/model roles.
  • Verification-first completion loop: Requires Architect verification before declaring completion, ensuring requirements are fully satisfied.

Quick Start

Use the orchestrate skill to coordinate analysis and implementation for a multi-part software change by asking an AI to orchestrate subagents, explore the codebase, implement changes, and complete only after Architect approval.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I coordinate multiple AI agents for complex software engineering tasks?

Multi-agent orchestration coordinates specialist agents by routing open-ended software work to specific roles while enforcing verification gates to prevent premature completion. It classifies codebase maturity to choose appropriate delegation approaches.

What is the best way to delegate tasks to subagents in Claude Code?

Task delegation in Claude Code uses deterministic prompts with tool whitelists and structured pre-task declarations before tool calls. This forces strict must and must-not constraints, ensuring subagents execute within defined guardrails.

How does parallel codebase exploration work with multiple AI agents?

Parallel codebase exploration runs background discovery tasks concurrently using explicitly selected agent and model roles. This grep-style research approach allows multiple specialists to assess different areas of a project simultaneously.

Can I use multi-agent orchestration for legacy codebase assessment?

Yes, multi-agent orchestration classifies codebase maturity including legacy or chaotic states to select an appropriate approach. It evaluates disciplinary structures within the project to determine the correct execution strategy.

Why does my AI agent declare task completion before requirements are met?

Premature completion happens when verification gates are bypassed. Implementing mandatory Architect approval enforces a verification-first completion loop, requiring strict checks before any task can be declared fully satisfied.

When do I need intent gating for multi-agent AI workflows?

Intent gating is needed when scanning for matching skill triggers to invoke them immediately and avoid wasted reasoning. It ensures the orchestrator only triggers appropriate specialists for the requested software task.