agent-skill-orchestrator

Cross-platform orchestration works by discovering and intelligently matching available plugins, skills, and MCP servers. It scores options transparently and generates actionable execution plans with fallback strategies across platforms like GitHub Copilot CLI and OpenAI Codex.

Yes, the orchestrator provides confidence-backed reasoning for each recommended resource during plan generation. It requires explicit user approval before execution, ensuring you validate the primary and alternative plans.

Yes, explicit user approval is required before any execution begins. After generating primary and alternative plans with clear prerequisites, the system pauses for your confirmation before executing the structured orchestration plan.

The best way to discover available resources is through cross-platform resource discovery, which intelligently matches user requirements to plugins, skills, and MCP servers. It scores options transparently and surfaces the best resources for your task.

To create a fallback strategy, provide detailed task constraints to trigger dual-plan generation. The orchestrator produces a primary and an alternative plan, each with clear prerequisites and success criteria for cross-platform execution.

Avoid automated resource scoring when tasks lack defined constraints or clear success criteria. Without explicit prerequisites and structured progress reporting, the generated orchestration plans and fallback strategies may lack actionable confidence reasoning.