Problem Clarity Check
Evaluates whether a problem statement is genuinely well-defined before solutioning begins, catching cases where a PRD or spec would be built on a premise that's actually a disguised solution, an unvalidated assumption, or a vague target user. Proactively use this before writing a PRD, spec, or feature doc for any problem statement, user pain point, feature request, or "we should build X" idea tha…
Insight Processor
Turns raw user research into a structured insight matrix mapping user statements to problem statements. Reads interview transcripts, call recording transcripts, written call notes, or survey verbatims and distills them into themes, problem statements, verbatim quotes, severity, and frequency — instead of manual tagging in a spreadsheet. Use whenever the user uploads or references interview transc…
Rice Scorer
Scores and prioritizes a backlog of features, ideas, or initiatives using the RICE framework (Reach, Impact, Confidence, Effort), producing a ranked table with a calculated score and a justification for every input. Use this whenever the user wants to prioritize a backlog, compare feature ideas, decide what to build next, rank initiatives, or mentions RICE, Reach/Impact/Confidence/Effort, or "pri…
Prd Critic
Adversarial review of PRDs, specs, and requirements docs — plays a skeptical Lead PM / Principal Engineer / Senior QA reviewer who hunts for missing acceptance criteria, undefined success metrics, unhandled edge cases, scope creep, missing technical/operational constraints, unstated assumptions, ownership gaps, weak problem framing, and missing telemetry. Use this any time the user shares, pastes…