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agentic-flow-builder

Construct agentic flows with deterministic gates and SQLite audit trails.

2|Updated Nov 15, 2025
Search Tags:#workflow automation#AI orchestration#multi-agent systems#ReAcTree#audit trails#agentic workflows#deterministic rules
One-click install
npx skills add https://github.com/P47Phoenix/Claude-Plugins --skill agentic-flow-builder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agentic-flow-builder
Source: https://github.com/P47Phoenix/Claude-Plugins/tree/main/agentic-flow-builder/skills/flow-builder
Command: npx skills add https://github.com/P47Phoenix/Claude-Plugins --skill agentic-flow-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Building complex, multi-step AI workflows often lacks determinism, auditability, and structured decision-making, making them unsuitable for production or regulated environments. This Skill provides a robust framework to design and implement production-grade agentic flows with reliable business rules and full traceability, ensuring compliance and consistent outcomes.

Core Features & Use Cases

  • ReAcTree Hierarchical Decomposition: Structures complex tasks into manageable, dynamic agent trees for long-horizon planning and execution.
  • Deterministic Business Rules Engine (BRE): Replaces AI guesswork with auditable, consistent decision gates for critical workflow steps, ensuring reliability.
  • Anthropic Workflow Patterns: Implements proven patterns like prompt chaining, routing, and evaluator-optimizer for highly effective agent design.
  • Use Case: Automate a customer onboarding process that requires age verification, credit score checks, and dynamic routing to different agents based on compliance rules, all while maintaining a complete, immutable audit trail for regulatory purposes.

Quick Start

Help me design an agentic workflow for processing customer credit applications, including a deterministic gate for credit score approval and an audit trail.

Frequently Asked Questions about agentic-flow-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build auditable AI workflows with deterministic decision rules?▼

Auditable AI workflows combine hierarchical task decomposition with deterministic business rules engines to replace AI guesswork. This Skill implements ReAcTree hierarchical expansion and rule-based gates, enabling production-grade agentic flows with complete audit trails for compliance-critical processes like credit decisions and security assessments.

What's the difference between prompt chaining and multi-agent orchestration?▼

Prompt chaining sequences single-agent calls linearly, while multi-agent orchestration dynamically routes tasks across specialized agents based on context and performance history. This Skill uses orchestrator-worker and evaluator-optimizer patterns to handle complex, long-horizon tasks requiring hierarchical decomposition and cross-execution memory.

Can I implement workflow patterns like routing and parallelization in agentic systems?▼

Yes. Agentic workflows support routing (dynamic agent selection), parallelization (concurrent task execution), prompt chaining, and evaluator-optimizer loops. This Skill structures these patterns with deterministic gates, episodic and working memory, and SQLite persistence, ensuring reliable orchestration across multi-step business processes.

How do I maintain audit trails for regulated AI workflow automation?▼

Audit trails require immutable execution logs capturing every decision, agent action, and rule evaluation. This Skill provides SQLite-backed persistence and full traceability, recording dynamic agent assignments, business rule evaluations, and task outcomes—essential for compliance in regulated environments like financial services.

Do I need a business rules engine for production AI workflows?▼

Deterministic business rules engines eliminate unpredictable AI behavior at critical decision points, replacing probabilistic outputs with auditable, consistent gates. For production workflows requiring compliance, reproducibility, or regulated decision-making—such as customer onboarding or security assessments—a BRE is essential.

What's ReAcTree hierarchical decomposition and when should I use it?▼

ReAcTree structures complex tasks into dynamic, hierarchical agent trees, enabling long-horizon planning and automated subtask decomposition. Use hierarchical decomposition for multi-step processes requiring dynamic agent assignment, cross-level context passing, and structured reasoning across interconnected subtasks.

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