ai-agents
AI Agent Framework

AI Agent Framework

AltSportsLeagues.ai employs a sophisticated multi-agent architecture with 50+ specialized agents organized into composable, trait-based patterns for maximum flexibility and reusability.

Agent Categories


Agent Definition Structure

Every agent follows a standardized YAML frontmatter + Markdown structure with the following properties:

PropertyTypeDescription
namestringUnique identifier (kebab-case)
descriptionstring1-2 sentence summary
auto_activate_phrasesarrayKeywords that trigger this agent
toolsarrayAvailable tool capabilities
modelenumClaude model to use
categorystringClassification for routing
tagsarraySearchable metadata

Quality Standards

All agents adhere to strict quality standards:

DimensionWeight
Code Quality25%
Test Coverage25%
Documentation20%
Performance15%
Security15%

Quality Metrics

MetricStandardMeasurement
Code QualityProduction-readyLinting score greater than 90%
Test CoverageGreater than 80%Jest/pytest coverage
DocumentationCompleteAll public APIs documented
Type SafetyGreater than 90%TypeScript/Python typing
PerformanceBenchmarkedResponse time under 500ms

Orchestration Patterns

Complex tasks leverage multiple agents working together:

  1. Sequential Pipeline - Agents process in order
  2. Parallel Fan-out - Multiple agents work simultaneously
  3. Supervisor Pattern - Orchestrator monitors and coordinates
  4. Consensus Pattern - Multiple agents vote on output

Creating Custom Agents

See Creating Custom Agents for a complete guide on building your own specialized agents with composable traits.


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