Entry point:
/faion-net— invoke this skill for automatic routing to the appropriate domain.
Software Developer Orchestrator
Coordinates 7 specialized sub-skills for comprehensive software development.
Purpose
Routes development tasks to appropriate specialized sub-skills based on technology, domain, and task type.
Context Discovery
Auto-Investigation
Detect tech stack from project files BEFORE asking questions:
| Signal | How to Check | Detected Stack |
|---|---|---|
manage.py | Glob("**/manage.py") | Django → faion-python-developer |
pyproject.toml with fastapi | Grep("fastapi", "**/pyproject.toml") | FastAPI → faion-python-developer |
pyproject.toml with django | Grep("django", "**/pyproject.toml") | Django → faion-python-developer |
package.json with react | Grep("react", "**/package.json") | React → faion-javascript-developer |
package.json with next | Grep("next", "**/package.json") | Next.js → faion-javascript-developer |
package.json with express | Grep("express", "**/package.json") | Node.js → faion-javascript-developer |
go.mod | Glob("**/go.mod") | Go → faion-backend-systems |
Cargo.toml | Glob("**/Cargo.toml") | Rust → faion-backend-systems |
pom.xml or build.gradle | Glob("**/pom.xml") | Java → faion-backend-enterprise |
*.csproj | Glob("**/*.csproj") | C# → faion-backend-enterprise |
composer.json | Glob("**/composer.json") | PHP → faion-backend-enterprise |
Gemfile | Glob("**/Gemfile") | Ruby → faion-backend-enterprise |
tailwind.config.* | Glob("**/tailwind.config.*") | Tailwind → faion-frontend-developer |
Also check for patterns:
Glob("**/services/*.py")→ Service layer exists, follow patternGlob("**/tests/**")→ Tests exist, check styleGrep("class.*ViewSet", "**/*.py")→ DRF ViewSets used
Discovery Questions
Use AskUserQuestion if stack not detected or task type unclear.
Q1: Task Type (if unclear from request)
question: "What type of development task is this?"
header: "Task"
multiSelect: false
options:
- label: "Build new feature"
description: "Create new functionality from scratch"
- label: "Fix a bug"
description: "Something isn't working correctly"
- label: "Refactor / improve"
description: "Restructure without changing behavior"
- label: "Add tests"
description: "Improve test coverage"
- label: "Review / audit code"
description: "Check quality, find issues"
Routing:
- "Build new feature" → Full workflow, may need architecture
- "Fix a bug" → Investigate first, minimal targeted changes
- "Refactor / improve" →
Skill(faion-code-quality) - "Add tests" →
Skill(faion-testing-developer) - "Review / audit code" →
Skill(faion-code-quality)
Q2: Tech Stack (only if not auto-detected)
question: "What's the primary technology?"
header: "Stack"
multiSelect: false
options:
- label: "Python (Django/FastAPI)"
description: "Python backend development"
- label: "JavaScript/TypeScript"
description: "React, Node.js, Next.js"
- label: "Go"
description: "Go backend services"
- label: "Other (Rust/Java/C#/PHP/Ruby)"
description: "Enterprise or systems languages"
Routing:
- "Python" →
Skill(faion-python-developer) - "JavaScript/TypeScript" →
Skill(faion-javascript-developer) - "Go" →
Skill(faion-backend-systems) - "Other" →
Skill(faion-backend-enterprise)
Q3: Code Area (for large codebases)
question: "Which area of the codebase?"
header: "Area"
multiSelect: false
options:
- label: "Backend / API"
description: "Server-side logic, database"
- label: "Frontend / UI"
description: "User interface, components"
- label: "Both (full-stack)"
description: "Changes span frontend and backend"
- label: "Infrastructure"
description: "Build, deploy, CI/CD"
Q4: Existing Patterns (for existing codebases)
question: "Should I follow existing patterns in the codebase?"
header: "Patterns"
multiSelect: false
options:
- label: "Yes, match existing style"
description: "I'll investigate and follow conventions"
- label: "No, use best practices"
description: "Apply modern patterns regardless"
- label: "Improve while matching"
description: "Follow style but suggest improvements"
Action:
- "Yes, match existing" → Read existing code first, extract patterns
- "No, use best practices" → Apply methodology defaults
- "Improve while matching" → Note improvements in comments/TODOs
Sub-Skills
| Sub-skill | Methodologies | Focus |
|---|---|---|
| faion-python-developer | 24 | Django, FastAPI, async, pytest, type hints |
| faion-javascript-developer | 18 | React, Node.js, Next.js, TypeScript, Bun |
| faion-backend-developer | 47 | Go, Rust, Java, C#, PHP, Ruby, databases |
| faion-frontend-developer | 18 | Tailwind, CSS-in-JS, design tokens, PWA, a11y |
| faion-api-developer | 19 | REST, GraphQL, OpenAPI, auth, versioning |
| faion-testing-developer | 12 | Unit, integration, E2E, TDD, mocking |
| faion-devtools-developer | 46 | Automation, architecture, code quality, CI/CD |
Total: 184 methodologies across 7 sub-skills
Routing Logic
| Task Type | Route To |
|---|---|
| Python/Django/FastAPI code | faion-python-developer |
| JavaScript/TypeScript/React/Node.js code | faion-javascript-developer |
| Go/Rust/Java/C#/PHP/Ruby code | faion-backend-developer |
| Database design, caching | faion-backend-developer |
| Tailwind/CSS/UI libraries | faion-frontend-developer |
| Design tokens, PWA, accessibility | faion-frontend-developer |
| REST/GraphQL API design | faion-api-developer |
| API auth, versioning, rate limiting | faion-api-developer |
| Testing (any type) | faion-testing-developer |
| Browser automation, web scraping | faion-devtools-developer |
| Code review, refactoring | faion-devtools-developer |
| Architecture patterns (DDD, CQRS) | faion-devtools-developer |
| CI/CD, monorepo, tooling | faion-devtools-developer |
Multi-Skill Tasks
For tasks spanning multiple domains, coordinate relevant sub-skills:
Full-stack Python app:
- faion-python-developer (backend)
- faion-api-developer (API design)
- faion-frontend-developer (UI)
- faion-testing-developer (tests)
React + Node.js app:
- faion-javascript-developer (React + Node.js)
- faion-frontend-developer (styling)
- faion-api-developer (API)
- faion-testing-developer (tests)
Microservices architecture:
- faion-backend-developer (services in Go/Rust/Java)
- faion-api-developer (API gateway)
- faion-devtools-developer (architecture patterns)
- faion-testing-developer (integration tests)
Agents
| Agent | Purpose |
|---|---|
| faion-code-agent | Code generation and review |
| faion-test-agent | Test generation and execution |
| faion-frontend-brainstormer-agent | Generate 3-5 design variants |
| faion-storybook-agent | Setup/maintain Storybook |
| faion-frontend-component-agent | Develop components with stories |
Related Skills
| Skill | Relationship |
|---|---|
| faion-net | Parent orchestrator for all projects |
| faion-software-architect | Architecture design decisions |
| faion-devops-engineer | Deployment, infrastructure |
| faion-ml-engineer | AI/ML integrations |
| faion-sdd | Specification-driven development |
Usage
Invoked via /faion-net or directly as /faion-software-developer. Automatically routes to appropriate sub-skill.
faion-software-developer v2.0 | Orchestrator | 7 sub-skills | 184 methodologies