sp-skill-first

To ensure skill-first reasoning in conversational AI, you can apply a skill that forces the agent to check installed skills before answering, asking questions, or taking action. This replaces ad-hoc reasoning with a strict skill priority workflow.

Skill-first reasoning is a mechanism where the agent evaluates and prioritizes installed skills before generating a response. It invokes applicable skills via the agent runtime's tool, ensuring process skills execute before implementation skills.

When the agent identifies a relevant skill during its pre-response check, it invokes that skill using the agent runtime's `Skill` tool. This ensures the correct process or implementation skill is triggered automatically.

Yes, the agent requires a list of installed skills and the ability to invoke them via the runtime's `Skill` tool. It processes hidden and user-visible skills, prioritizing process skills before implementation skills.

The agent likely uses ad-hoc reasoning instead of skill-first reasoning. By applying a skill-first check, the agent is forced to scan for and invoke matching skills before answering, preventing unskilled responses.

In skill-first reasoning, process skills are evaluated and invoked before implementation skills. This priority ensures the agent handles process workflows before executing specific implementation tasks within the conversational AI system.