darrenhinde e524ba6ded feat: add system builder and reorganize project structure

New Features:
- Add system-builder agent for generating custom AI systems
- Add 5 new subagents for system building:
  - domain-analyzer: Analyzes domains and recommends architectures
  - agent-generator: Generates XML-optimized agent files
  - context-organizer: Organizes modular context files
  - workflow-designer: Designs workflow definitions
  - command-creator: Creates custom slash commands
- Add build-context-system command for interactive system generation
- Add system builder templates and guide

Project Reorganization:
- Move GITHUB_SETTINGS.md to docs/github/
- Move AGENT-SYSTEM-BLUEPRINT.md to docs/features/
- Move CODE_OF_CONDUCT.md to docs/contributing/
- Move CONTRIBUTING.md to docs/contributing/
- Consolidate documentation in docs/ directory

Registry Updates:
- Add system-builder agent to registry
- Add 5 new subagents to registry
- Add build-context-system command to registry
- Update advanced profile to include system builder components

This enables users to generate complete custom AI systems tailored to their domain through an interactive interview process.

2025-11-18 14:00:35 +00:00

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System Builder Templates

This directory contains reusable templates for generating context-aware AI systems.

Template Categories

Agent Templates

orchestrator-template.md - Main coordinator agent pattern
subagent-template.md - Specialized subagent pattern
research-agent-template.md - Research/information gathering pattern
validation-agent-template.md - Quality assurance pattern
processing-agent-template.md - Data transformation pattern

Context Templates

domain-knowledge-template.md - Domain concept documentation
process-workflow-template.md - Process/workflow documentation
standards-template.md - Quality and validation standards
template-pattern-template.md - Reusable output templates

Workflow Templates

simple-workflow-template.md - Linear 3-5 stage workflow
moderate-workflow-template.md - Multi-step with decisions
complex-workflow-template.md - Multi-agent coordination

Command Templates

simple-command-template.md - Single parameter command
parameterized-command-template.md - Multi-parameter with flags

Documentation Templates

readme-template.md - System overview README
architecture-template.md - Architecture documentation
testing-template.md - Testing checklist
quickstart-template.md - Quick start guide

Usage

These templates are used by the system-builder subagents to generate consistent, high-quality files following research-backed patterns.

Each template includes:

XML structure with optimal component ordering
Placeholder markers for customization
Example content
Validation criteria
Best practices

Template Variables

Templates use these variable patterns:

{domain} - Domain name
{agent_name} - Agent name
{purpose} - Purpose description
{workflow_name} - Workflow name
{context_file} - Context file reference

Quality Standards

All templates follow:

Stanford/Anthropic XML research patterns
Optimal component ordering (context→role→task→instructions)
Hierarchical context structure
@ symbol routing for subagents
3-level context allocation
Validation gates and checkpoints

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