swarmskill-creator

Name: swarmskill-creator
Availability: InStock
Author: openJiuwen

Generate five-file Swarm Skill structures with automated validation.

2.5k|422|Updated Mar 5, 2026

Search Tags:#agent orchestration #skill validation #role design #dependency wiring #workflow gates #swarm skills #multi-agent authoring

Ready to run

npx skills add https://github.com/openJiuwen-ai/jiuwenswarm --skill swarmskill-creator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: swarmskill-creator
Source: https://github.com/openJiuwen-ai/jiuwenswarm/tree/main/jiuwenswarm/resources/agent/workspace/skills/swarmskill-creator
Command: npx skills add https://github.com/openJiuwen-ai/jiuwenswarm --skill swarmskill-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Swarm Skill creation and conversion often fail due to missing structure, unclear role boundaries, weak gates, and inconsistent dependencies; this Skill provides a repeatable workflow and automated validation.

Core Features & Use Cases

Multi-mode authoring: CREATE a new Swarm Skill, CONVERT an existing single-agent skill, or MODIFY an existing Swarm Skill.
Architecture guidance: choose an appropriate Swarm pattern and decompose work into roles with explicit success criteria, boundaries, and output schemas.
Workflow & guardrails: generate workflow.md and bind.md with quality gates and failure handling, then ensure dependencies.yaml and SKILL.md stay consistent.
Automated structural validation: run the validator to verify the required 5-file structure, frontmatter discipline, and cross-file consistency.

Quick Start

Use the swarmskill-creator skill to create a new Swarm Skill by following its CREATE pipeline for your requested team name, roles, workflow, and outputs.

Frequently Asked Questions about swarmskill-creator

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

FAQPage Schema

How do I create multi-agent workflows with clear role boundaries?▼

To create multi-agent workflows, decompose personas into stages with explicit success criteria and output schemas. Generate a workflow.md with quality gates and bind.md for failure handling to enforce clear role boundaries.

What is the required file structure for a Swarm Skill?▼

A Swarm Skill requires a five-file structure: SKILL.md, role files, workflow.md, bind.md, and dependencies.yaml. An automated validator enforces spec-compliant constraints and cross-file consistency across these files.

How do I convert an existing single-agent skill to a multi-role agent team?▼

To convert a single-agent skill, use the CONVERT mode to select a Swarm pattern, decompose the original logic into new roles, and generate the full five-file Swarm Skill structure with consistent dependencies.

Can I use pyyaml to manage dependencies in multi-agent authoring?▼

Yes, pyyaml is required to manage dependencies.yaml. This ensures dependency wiring and frontmatter discipline remain consistent across role files and workflow gates during multi-agent authoring.

Why does my multi-agent skill validation fail due to inconsistent dependencies?▼

Multi-agent skill validation fails when dependencies.yaml and SKILL.md lack cross-file consistency. The validator checks the required five-file structure, frontmatter discipline, and cross-references to prevent weak gates.