workflow-orchestrator

Orchestrate multi-agent project workflows with cost tracking and security gates.

28|3|Updated Dec 10, 2025

Search Tags:#workflow #agents #git-worktrees #context-management #orchestrate #cost-tracking #security-gates

Ready to run

npx skills add https://github.com/ScientiaCapital/skills --skill workflow-orchestrator-scientiacapital

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: workflow-orchestrator
Source: https://github.com/ScientiaCapital/skills/tree/main/active/workflow-orchestrator-skill
Command: npx skills add https://github.com/ScientiaCapital/skills --skill workflow-orchestrator-scientiacapital

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill coordinates multi-agent workflows with integrated cost tracking and security gates to streamline complex development cycles.

Core Features & Use Cases

Distributed agent routing and parallel execution via worktrees to accelerate delivery
Real-time cost tracking, budgets, and auditing for feature development
Context preservation and security gates to ensure compliant shipping

Quick Start

Bootstrapping the orchestrator and loading the current context starts a new workflow session.

Frequently Asked Questions about workflow-orchestrator

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

FAQPage Schema

How do I orchestrate multi-agent workflows with cost tracking and security gates?▼

Multi-agent workflow orchestration with cost tracking is automated by routing parallel agents, enforcing security gates, and logging session costs. This coordinates distributed execution while preserving context and auditing feature development budgets.

Can I use git worktrees for parallel agent execution in daily development sessions?▼

Yes, git worktrees support parallel agent execution in daily development sessions. The orchestrator routes distributed agents across feature worktrees to accelerate delivery while preserving session state and tracking context.

What is the best way to track AI agent costs and budgets during software development?▼

The best way to track agent costs is using a routing engine with real-time cost gate checks. This monitors feature development budgets, logs session costs, and creates audit trails to ensure compliant shipping.

How do I preserve context and session state across multiple agent workflows?▼

Context management preserves session state across multi-agent workflows by loading the current context when bootstrapping the orchestrator. This coordinates agents and maintains audit trails throughout distributed execution.

Does multi-agent workflow orchestration enforce security gates for compliant shipping?▼

Yes, multi-agent workflow orchestration enforces security gates for compliant shipping. The routing engine integrates these checks alongside cost tracking and context management to ensure secure feature delivery.

When do I need workflow orchestration with cost optimization and audit trails?▼

You need workflow orchestration with cost optimization when running daily multi-agent development sessions. It applies to software teams requiring parallel worktrees, real-time budget tracking, and context preservation across sessions.