Review-first run
This prds workflow helps product managers copy the right prompt, inspect the answer, and hand off only what the source supports. prds examples stay close to a planning document where a weak assumption can become roadmap work, so the prompt has a real work setting.
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 decision 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 source notes, examples, constraints, and reviewer judgment or treats uncertainty as fact.
Ready-to-run path
Product Managers get a user stories run sheet with real input, source checks, answer repair, and a handoff path for a product team, stakeholder, customer researcher, or release owner. user stories gives the user a concrete story set with acceptance signals to inspect, not just wording to polish.
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 in write user stories fails because the note should become story set with acceptance signals. The next version should keep that rough note visible. This write user stories run should turn that note into user stories. For write user stories, paste the source as bullets, constraints, and audience notes so the model has enough shape for user stories formatted as clear sections, bullets, and a review checklist.
- 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 rough acceptance criteria notes into acceptance criteria; use the prompt, sample input, rejection rules, and review checklist together. acceptance criteria review starts at the moment where acceptance criteria can sound testable while states and edge cases are still missing.
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 define acceptance criteria 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 define acceptance criteria, the supplied note becomes the base for acceptance criteria. A usable define acceptance criteria input 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
Product Managers can start prioritize roadmaps from real notes, copy a ready prompt, and check roadmap prioritization table quality, evidence strength and effort, and decision-ready evidence before using the result. prioritize roadmaps needs a human pass that can replace polished filler with source-backed lines inside a roadmap prioritization table before the answer is reused.
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 proof, numbers, or authority that the user did not provide.
Ready-to-run path
A real-use competitor analysis page with a field note, runnable prompts, repair instructions, and checks for source notes, examples, constraints, and reviewer judgment. competitor analysis review starts at the moment where competitor notes can blur observed facts and interpretation into one confident table.
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 structure competitor analysis 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 structure competitor analysis, the supplied note becomes the base for a competitor analysis. A usable structure competitor analysis input 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
A real-use release notes page with a field note, runnable prompts, repair instructions, and checks for source notes, examples, constraints, and reviewer judgment. release notes review starts at the moment where release notes can promise value beyond shipped behavior or setup reality.
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 write release notes 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 write release notes, the supplied note becomes the base for release notes. A usable write release notes input 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
For product managers handling synthesize feedback, this page keeps the source notes, audience, output shape, and reviewer visible in one run. synthesize feedback should only be saved after someone can replace polished filler with source-backed lines inside a feedback synthesis.
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 synthesize feedback 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
A real-use customer interviews page with a field note, runnable prompts, repair instructions, and checks for true experience, measurable proof, and target role fit. customer interviews review starts at the moment where interview guides can lead the participant instead of testing assumptions neutrally.
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 plan customer interviews 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 plan customer interviews, the supplied note becomes the base for a customer interview guide. A usable plan customer interviews input 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.