Review-first run
Use this prds workflow when product managers need to move from source notes to a shareable answer without losing the original limits. It keeps product requirements document outline quality, problem framing and user visible before reuse.
Turn problem evidence, target users, scope boundaries, success metrics, risks, and open questions into a product requirements document outline for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need problem, users, goals, non-goals, user stories, metrics, risks, open questions, and acceptance criteria. PRD outline with choice and risk rows would be weak without the source details, so the evidence has to stay attached. The saved version should keep the one-time details editable. Product Managers should use the note as the base for a product requirements document outline. Before product managers run this, separate facts, preferences, and limits so the finished answer does not hide assumptions.
- Reject if
- Do not use the answer if it hides unsupported claims about provided context, examples, hard constraints, and the final human check or treats uncertainty as fact.
Ready-to-run path
Start with this material: user segment, job, pain, desired outcome, and acceptance signals. Use the user stories workflow to create user stories, keep story set with acceptance signals visible, add reject rules, and show a product team, stakeholder, customer researcher, or release what to check next.
Turn user segment, job, pain, desired outcome, and acceptance signals into user stories for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need stories by user type, job-to-be-done, acceptance criteria, edge cases, and open questions. Keep implementation out. Phrase shopping fails for user stories work because the note should become story set with acceptance signals. The next version should keep that rough note visible. This user stories work run should turn that note into user stories. For user stories work, paste the source as bullets, constraints, and audience notes so the model has enough shape for user stories with the usable answer first, then gaps and follow-up checks.
- Reject if
- Reject the answer if it invents facts, numbers, policy claims, citations, credentials, or examples that were not in the notes.
Ready-to-run path
Turn feature goal, edge cases, roles, data states, and failure behavior into acceptance criteria with a worked input, a copyable run, and a second pass for weak sections. The reviewer checks acceptance criteria quality, given-when-then states and edge cases before reuse.
Turn feature goal, edge cases, roles, data states, and failure behavior into acceptance criteria for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need Given-When-Then criteria, permissions, empty states, errors, activity log events, and edge cases for revoked access. Examples for acceptance criteria work help only when they keep the source note visible while shaping criteria list with pass/fail examples. The response should leave the source trail easy to inspect. In acceptance criteria work, the supplied note becomes the base for acceptance criteria. A usable starting note for acceptance criteria work includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Send it back for revision if it skips examples that sound plausible but cannot be tied back to the user's source.
Review-first run
Bring initiatives, evidence, effort, dependencies, risk, and business goal into the roadmap prioritization table workflow and keep evidence strength, effort, dependency, risk, and sequencing visible from the first run. product managers can check roadmap prioritization table quality, evidence strength and effort before sharing the result.
Turn initiatives, evidence, effort, dependencies, risk, and business goal into a roadmap prioritization table for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need prioritization table with user evidence, business goal, effort, confidence, risk, dependency, and recommendation. Product Managers need more than broad ChatGPT advice here; the answer has to work against the actual note and reviewer. The answer should start from the supplied details. a product team, stakeholder, customer researcher, or release owner should still see the note while a roadmap prioritization table is being built. Prioritize Roadmaps works better when the context is in named fields, because each variable can be checked before copying.
- Reject if
- Stop before sharing if it cannot show support, numbers, or authority that the user did not provide.
Ready-to-run path
Use the competitor analysis page for a field-style example, runnable prompts, revision instructions, and checks for the user's notes, specific examples, constraints, and reviewer judgment. It keeps the result close to competitor feature set, user workflow, pricing cues, roadmap signals.
Turn competitor feature set, user workflow, pricing cues, roadmap signals, and customer jobs into a competitor analysis for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need table for activation steps, friction, user promise, pricing gates, missing evidence, and opportunities. Use observed screens only. Examples for competitor analysis work help only when they keep the source note visible while shaping competitor comparison grid with evidence gaps. The response should not turn the case into broad advice. In competitor analysis work, the supplied note becomes the base for a competitor analysis. A usable starting note for competitor analysis work includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Send it back for revision if it skips examples that sound plausible but cannot be tied back to the user's source.
Ready-to-run path
Use the release notes page for a field-style example, runnable prompts, revision instructions, and checks for the user's notes, specific examples, constraints, and reviewer judgment. It keeps the result close to changes shipped, affected users, benefits, known limits, and upgrade actions.
Turn changes shipped, affected users, benefits, known limits, and upgrade actions into release notes for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need release notes with user benefit, who is affected, what changed, setup action, known limitation, and support link. Examples for release notes work help only when they keep the source note visible while shaping release note version with user-impact rows. The response should not turn the case into broad advice. In release notes work, the supplied note becomes the base for release notes. A usable starting note for release notes work includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Send it back for revision if it skips examples that sound plausible but cannot be tied back to the user's source.
Review-first run
The feedback synthesis page helps product managers turn rough notes into a feedback synthesis. It pairs the prompt with a concrete example, stop rules, and a next workflow when the task does not fit.
Turn feedback items, segments, frequency, severity, quotes, and product area into a feedback synthesis for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need themes, evidence quotes, affected segments, frequency, severity, contradictions, product areas, and recommended next questions. a product team, stakeholder, customer researcher, or release owner can be misled by polished wording, so the reviewer check needs to stay visible. The model should not smooth away the missing context. Treat the rough request as first-pass evidence for a feedback synthesis. Synthesize Feedback works better when the context is in named fields, because each variable can be checked before copying.
- Reject if
- Discard the answer if it cannot trace which details came from the source and which details were inferred.
Ready-to-run path
Use the customer interview guide page for a field-style example, runnable prompts, revision instructions, and checks for true experience, measurable support, and target role fit. It keeps the result close to research goal, participant segment, assumptions, questions, and follow-up plan.
Turn research goal, participant segment, assumptions, questions, and follow-up plan into a customer interview guide for a product team, stakeholder, customer researcher, or release owner.
- Bring first
- Need interview guide, warm-up, behavior questions, probes, assumption checks, avoid-leading rewrites, and note-taking format. Examples for customer interview guide work help only when they keep the source note visible while shaping interview guide with assumption probes. A careful pass should keep the user's limit visible. In customer interview guide work, the supplied note becomes the base for a customer interview guide. A usable starting note for customer interview guide work includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Send it back for revision if it skips examples that sound plausible but cannot be tied back to the user's source.