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ads-decision-flow

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Route dual-brain decisions with guardrails.

Software Engineering#auditability#HITL escalation#routing decision#adaptive decision system#dual brain#policy firewall#administrative automation
Authorwagnerra23
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It prevents inconsistent or unsafe automated actions by enforcing a single, auditable dual-brain decision flow for administrative operations.

Core Features & Use Cases

  • Unified Adaptive Decision System: orchestrates Risk → Confidence → Policy (firewall) → Router → Dual-Brain (Brain A/B) → optional HITL outcomes.
  • PolicyEngine Safety Firewall: guarantees the correct precedence of BLOCK_ALWAYS, REQUIRE_HUMAN_REVIEW, REQUIRE_BRAIN_B, and ALLOW_BRAIN_A so automation never bypasses governance.
  • Deployment-accurate Runtime Mapping: ensures Brain A runs on CT 100 while Brain B runs via Hostinger/Anthropic, and routes actions through the approved FsmActionBridge rather than shortcuts.
  • Decision Auditability & Learning Loop: records outcomes into decision-memory tables to support priors/pattern learning over time.

Quick Start

Ask the AI to handle an ADS admin routing event in Modules/ADS by running through the PolicyEngine firewall and producing a RoutingDecision with the correct HITL level and Brain A/B path.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ads-decision-flow
Download link: https://github.com/wagnerra23/oimpresso.com/archive/main.zip#ads-decision-flow

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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