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. |
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| .. | ||
| orchestrator-template.md | ||
| README.md | ||
| subagent-template.md | ||
| SYSTEM-BUILDER-GUIDE.md | ||
System Builder Templates
This directory contains reusable templates for generating context-aware AI systems.
Template Categories
Agent Templates
orchestrator-template.md- Main coordinator agent patternsubagent-template.md- Specialized subagent patternresearch-agent-template.md- Research/information gathering patternvalidation-agent-template.md- Quality assurance patternprocessing-agent-template.md- Data transformation pattern
Context Templates
domain-knowledge-template.md- Domain concept documentationprocess-workflow-template.md- Process/workflow documentationstandards-template.md- Quality and validation standardstemplate-pattern-template.md- Reusable output templates
Workflow Templates
simple-workflow-template.md- Linear 3-5 stage workflowmoderate-workflow-template.md- Multi-step with decisionscomplex-workflow-template.md- Multi-agent coordination
Command Templates
simple-command-template.md- Single parameter commandparameterized-command-template.md- Multi-parameter with flags
Documentation Templates
readme-template.md- System overview READMEarchitecture-template.md- Architecture documentationtesting-template.md- Testing checklistquickstart-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