ai-capability-orchestration

What problem does it solve?

Valley MAS Go services often struggle to consistently integrate Volcano ARK AI capabilities, leading to ad-hoc wiring, inconsistent error handling, and fragmented configuration. This Skill provides a centralized orchestration pattern to standardize how ARK endpoints are wired, how models are selected, and how fallbacks and timeouts are applied, reducing integration drift.

Core Features & Use Cases

• Centralized ARK integration orchestration for Valley MAS Go services, covering model wiring, environment variable handling, and API error mapping.
• Deterministic input handling including multi-modal inputs, base64 normalization, and prompt design guidance to avoid drift.
• Clear downgrade paths and timeout configurations to ensure robust operation during failures and partial outages.
• Use Case: When adding a new ARK-enabled capability to a Go handler or debugging existing ARK integration, this skill provides a tested pattern and references for implementation.

Quick Start

Review ARK entrypoints in server/internal/handler and ark-go-entrypoints.md to align wiring, configuration, and error handling before implementing or modifying ARK integrations.