Agentic Workflow Suite

A collection of multi-agent orchestration workflows for automated task delegation, quality control, and structured output generation. Demonstrates advanced agent coordination patterns for complex analytical and evaluation tasks.

Workflow Patterns

1. Evaluation Pipeline

Task → Decomposition → Parallel Agent Evaluation → Aggregation → Quality Score → Feedback Report

2. Research Synthesis

Query → Multi-source Retrieval → Cross-verification → Gap Analysis → Structured Summary

3. Quality Control Loop

Generation → Automated Checks → Human Review Trigger → Feedback Integration → Final Output

Key Design Principles

• Deterministic orchestration with clear handoff points between agents
• Structured output schemas ensuring machine-parseable results
• Human-in-the-loop checkpoints for critical quality decisions
• Comprehensive logging for audit trails and performance analysis

Example: Evaluation QC Workflow

workflow: evaluation_qc
steps:
  - agent: initial_evaluator
    task: evaluate_response
    rubric: generalist_v2
  
  - agent: automated_checks
    task: verify_consistency
    threshold: 0.8
  
  - agent: senior_reviewer  # triggered if checks fail
    task: blind_review
    escalation: true
  
  - agent: aggregation
    task: produce_final_score

Applications

• AI response evaluation with multi-rater verification
• Content quality assurance pipelines
• Data analysis with automated validation
• Research synthesis with cross-source verification

License

MIT