Skills
.Work. You
Rest

agency-autonomous-optimization-architect

Community

Cost-aware AI routing with safety guardrails.

Software Engineering#routing#llm#cost-optimization#finops#guardrails#circuit-breaker#shadow-testing
Authorjay6697117
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Shadow-testing and guarded optimization for AI APIs to prevent runaway costs while maintaining performance and security.

Core Features & Use Cases

  • Shadow Traffic & Evaluation: Run background tests of new APIs and models without impacting production.
  • Cost & Security Guardrails: Enforce budget caps, timeouts, and circuit breakers to prevent overruns and unsafe behavior.
  • Autonomous Promotion with Safeguards: Promote winning endpoints only after satisfying cost and reliability criteria, with alerts for anomalies.

Quick Start

Configure a budget, timeouts, and circuit breakers to shadow-test a new API behind the production router.

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: agency-autonomous-optimization-architect
Download link: https://github.com/jay6697117/agency-agents-antigravity/archive/main.zip#agency-autonomous-optimization-architect

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

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.