New AI Agent Skill Reframes Your Question Before Attempting to Answer It

A developer has published an agent skill called Insight Compiler, designed to run inside Claude and challenge the assumptions behind a user's question rather than simply answering it at face value. The skill executes seven structured steps, including separating the surface question from the underlying goal, generating a baseline 'ordinary answer,' and then applying cross-domain lenses and problem-deformation techniques to surface less obvious strategies. A key design choice is writing out the generic answer explicitly, treating it as a foundation to push off rather than a conclusion to accept. The skill concludes with a ranked set of strategy candidates and a pre-committed decision framework tied to one cheap validation test, aiming to move beyond open-ended brainstorming. The developer demonstrated the tool using their own low-traffic repository as a test case, where the skill reframed the core problem from a visibility issue to a question of where target users first encounter meaningful value.