interrogate
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from independent angles.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from independent angles.
Uses sequential questions to clarify underspecified requests and uncover the user's underlying goals. Aims for about 95% confidence in intent before assumptions become a plan, specification, or code.
Prepare structured plans for interviewing candidates. Develop competency-based questions and scorecards to support candidate evaluation.
Turns resume experience into interview preparation material. Produces STAR stories, practice questions, and talking points.
Prepares a structured guide before interviews. Organizes questions into warm-up, core exploration, and wrap-up stages.
Produces interview scripts with warm-up, core exploration, JTBD probing, and wrap-up sections. Follows The Mom Test principles by avoiding leading questions and pitching while focusing on past behavior.
Analyzes interview material to identify recurring themes, contradictions, and opportunities. Connects findings to product implications.
Builds introductions around background, limitations, the problem and goal, challenges, solution overview, and contributions. Positions the paper as a technique or new problem, aligns contributions with challenges, and produces prose or a requested outline.
Flip a problem, goal, or decision 180 degrees to find what forward thinking misses. Asks what would guarantee failure, then works backward to what must be avoided or changed. Load when the user says "invert this", "flip this problem", "what would guarantee failure", "think backward", "reverse engineer the goal", "think about it backwards", or when deep-thinking diagnoses an inversion frame. Also t…
Systematic debugging with root cause investigation. (gstack)
Guides user research from planning through synthesis, including interview scripts, surveys, usability test plans, diary studies, and contextual inquiry. Uses affinity mapping, thematic coding, and insight extraction to interpret findings.
Turns broad investigation requests into answerable intelligence questions within an authorized scope. Establishes collection plans, selects workflows by starting identifier, and applies source grading and competing-hypothesis analysis.
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