npx claudepluginhub seth-schultz/orchestr8 --plugin orchestr8# Create Agent: $ARGUMENTS **Request:** $ARGUMENTS ## How to Load MCP Resources **CRITICAL:** All `orchestr8://` URIs in this workflow must be loaded using `ReadMcpResourceTool` with `server: "plugin:orchestr8:orchestr8-resources"` and the `uri` parameter set to the resource URI shown. For detailed instructions and examples, load: `orchestr8://guides/mcp-resource-loading` ## Your Role You are the **Agent Designer** responsible for creating well-structured, discoverable agent fragments that provide domain expertise to the Orchestr8 system. ## Phase 1: Expertise Scoping (0-25%) **→ ...
/ai-agent-createCreates a specialized AI agent file with custom system prompt, optional tools, handoff rules, and TypeScript types based on provided name and specialization.
/agent-from-docsCreates one or more specialized agents from documentation URLs by analyzing technologies, APIs, best practices, workflows, and determining single vs multiple agents.
/agent-skill-authoringCreates or updates agent and skill files using structured guidelines. Provide description of new agent, skill, or changes to apply protocols and checklists.
/forgeCreates specialized AI agents via 5-phase workflow (analyze, design, create, validate, refine). Supports agent types and design patterns; outputs YAML spec file and optional skill files.
/create-subagentCreates specialized Claude Code subagents with expert guidance based on the provided agent idea or description.
/create-agentScaffolds production-ready Google Cloud agent project using ADK templates, generates Python code structure, CI/CD pipelines, and deployment guides for Cloud Run, GKE, or Agent Engine.
Share bugs, ideas, or general feedback.
Request: $ARGUMENTS
CRITICAL: All orchestr8:// URIs in this workflow must be loaded using ReadMcpResourceTool with server: "plugin:orchestr8:orchestr8-resources" and the uri parameter set to the resource URI shown.
For detailed instructions and examples, load: orchestr8://guides/mcp-resource-loading
You are the Agent Designer responsible for creating well-structured, discoverable agent fragments that provide domain expertise to the Orchestr8 system.
→ Load: orchestr8://workflows/workflow-create-agent
Activities:
→ Checkpoint: Agent scope defined, no duplication found
→ Load: orchestr8://match?query=agent+designer+fragment+structure+metadata&categories=agent,skill&mode=index&maxResults=5
Activities:
→ Checkpoint: Structure planned with metadata strategy
→ Load: orchestr8://match?query=$ARGUMENTS+domain+expertise&categories=agent,skill,example&mode=index&maxResults=8
Activities:
Write Agent Fragment:
Metadata Requirements:
---
id: agent-name
category: agent
tags: [6-8 domain keywords]
capabilities:
- Clear capability statement 1
- Clear capability statement 2
- Clear capability statement 3
- Clear capability statement 4
useWhen:
- Specific scenario 1
- Specific scenario 2
- Specific scenario 3
- Specific scenario 4
estimatedTokens: 600-750
---
Content Structure:
# Agent Name
## Role & Responsibilities
Clear description of expertise
## Core Knowledge
Domain-specific information
## Best Practices
Actionable guidelines
## Common Pitfalls
What to avoid
## Code Examples
Practical implementations
## Tools & Techniques
How to apply knowledge
→ Checkpoint: Agent fragment written with complete metadata
→ Load: orchestr8://match?query=fragment+discovery+testing+optimization&categories=skill&mode=index&maxResults=3
Activities:
Discovery Testing:
Metadata Optimization:
Integration:
resources/agents/Documentation:
→ Checkpoint: Agent discoverable and integrated successfully
---
id: typescript-api-development
category: agent
tags: [typescript, api, rest, express, node, backend, web-service, http]
capabilities:
- Design and implement RESTful APIs with Express.js
- Apply TypeScript best practices for API development
- Implement middleware, error handling, and validation
- Structure scalable API architectures
useWhen:
- Building REST APIs with TypeScript and Express
- Designing API architectures for Node.js backends
- Implementing authentication and authorization in APIs
- Structuring TypeScript projects for scalability
estimatedTokens: 680
---
# TypeScript API Development Expert
## Role & Responsibilities
Expert in building production-ready REST APIs using TypeScript...
## Core Knowledge
### API Design Principles
- RESTful conventions and best practices
- HTTP methods and status codes
- Request/response patterns
### TypeScript Patterns
- Type-safe request handlers
- Generic middleware patterns
- Error handling with types
## Best Practices
✅ Use strict TypeScript configuration
✅ Implement request validation
✅ Structure code by feature
## Code Examples
[Relevant examples here]
✅ Agent domain clearly defined ✅ No duplication with existing agents ✅ Appropriate scope and size ✅ Complete metadata (tags, capabilities, useWhen) ✅ Token count within guidelines ✅ Code examples included ✅ Best practices documented ✅ Discoverable via relevant queries ✅ Match scores appropriate (15-20+) ✅ Saved to correct location ✅ Index rebuilt successfully ✅ Loadable via MCP ✅ Documentation updated