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tentacle-creator

Generate a project-specific tentacle-orchestration skill with agent mapping and CONTEXT.md.

1|1|Updated Apr 10, 2026
Search Tags:#multi-agent#orchestration#project-bootstrapping#context-md#agent-mapping#tentacle
One-click install
npx skills add https://github.com/magicpro97/copilot-session-knowledge --skill tentacle-creator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tentacle-creator
Source: https://github.com/magicpro97/copilot-session-knowledge/tree/main/skills/tentacle-creator
Command: npx skills add https://github.com/magicpro97/copilot-session-knowledge --skill tentacle-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze a project and generate a customized tentacle-orchestration skill for multi-agent workflows, enabling scalable coordination of AI agents across languages and folder structures.

Core Features & Use Cases

  • Generates a project-aware tentacle-orchestration skill tailored to the project's language, framework, folder patterns, and available agents.
  • Produces richer CONTEXT.md files and improved agent prompts for consistent behavior.
  • Provides a bootstrap workflow to onboard new codebases and map agent roles to project patterns (e.g., backend-dev, test-writer).

Quick Start

Run the tentacle-creator in your project to generate a tailored tentacle-orchestration skill.

Frequently Asked Questions about tentacle-creator

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

FAQPage Schema
How do I coordinate multiple AI agents across different languages and folder structures in one project?▼

Multi-agent orchestration coordinates AI agents by mapping their roles to specific project patterns. This skill analyzes your codebase to generate a tailored orchestration skill, complete with an agent mapping and a detailed CONTEXT.md file for consistent agent behavior.

What is the best way to bootstrap a multi-agent workflow for a new software project?▼

Bootstrapping a multi-agent workflow involves creating a customized orchestration skill tailored to your project. This skill automates that process by analyzing your codebase and generating the necessary agent prompts, context files, and project-aware workflow integration.

Can I use this orchestration skill with existing codebases and various frameworks?▼

Yes, this orchestration skill works with existing codebases across various languages and frameworks. It analyzes your project's specific folder patterns and structure to generate a customized mapping that assigns appropriate agent roles like backend-dev or test-writer.

How does the generated CONTEXT.md file improve multi-agent task execution?▼

The generated CONTEXT.md file improves multi-agent task execution by providing a rich, project-aware context. This ensures all coordinated AI agents maintain consistent behavior and understand the specific work units scoped for them within the complex project.

When do I need to generate a custom tentacle-orchestration skill for my codebase?▼

You need to generate a custom tentacle-orchestration skill when onboarding a new project or breaking complex tasks into scoped work units. It maps available agents to your project patterns, enabling scalable coordination for multi-agent workflows.

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