checkpoint-prompt

What problem does it solve?

The Checkpoint Prompt skill provides a structured mechanism to generate the next-turn prompt that addresses gaps identified in the current evaluation, ensuring improvements are concrete, testable, and compliant with the promotion of quality across agent prompts.

Core Features & Use Cases

• Generates flowing, implementable next-turn prompts that focus on addressing evaluation gaps in winner code.
• Enforces guardrails from the anti-LLM prompts and ensures changes are testable, specific, and localized to the winner's code.
• Use Case: When an evaluation reveals gaps in the implementation, this skill crafts a targeted prompt to guide the next turn toward new tests, edge cases, and concrete changes.

Quick Start

Run the next-turn prompt generation against the active evaluation workspace and save the result as turn_N/turn_N_next_prompt.md