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What problem does it solve?

This skill provides a disciplined, repeatable workflow for outcome-based prompting when the canonical technique is known but the concrete implementation strategy remains uncertain. It guides teams to articulate a ground-truth pair, construct a Test Dependency Map, generate three implementation approaches, and select a single criterion to commit a verified implementation with an auditable trail.

Core Features & Use Cases

• Ground-truth pair generation and documentation
• Test Dependency Map (TDM) creation and verification
• Drafting three implementation approaches with trade-offs
• Single-criterion selection and traceable commit messages
• Safe routing to ad-spike when the technique itself is uncertain

Quick Start

Define the ground-truth pair, generate the Test Dependency Map, draft three implementation approaches, and select a single evaluation criterion to verify the final result.