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Prompt Library

22 copy-paste prompts for real PM work. Each one is field-tested, names the tool it's tuned for, and carries a built-in guardrail so you can trust the output instead of just hoping. Steal freely.

Writing PRDs & specs

A structured PRD skeleton — problem, goals, non-goals, requirements, acceptance criteria, open questions — from three sentences in about ten minutes.

See it →

A ruthless critique of a finished PRD from two skeptical reviewers — the holes, bad assumptions, and single riskiest belief — before the people who'll actually build it find them for you.

Given/When/Then acceptance criteria for one user story — happy path, edge cases, and error states — plus an explicit list of what the model couldn't infer and needs you to decide.

User research & interview synthesis

Ranked themes across multiple interviews, each backed by verbatim quotes with participant attribution — traceable synthesis, not a summary you can't trust.

Ranked cancellation reasons backed by verbatim quotes and participant tags — with "it's too expensive" excuses separated from the value gaps hiding underneath them.

Competitive & market analysis

A one-page, sales-ready battlecard for one competitor — positioning, where they win, where you win, landmines, objection handling — built from cited sources you can defend.

A structured read of a competitor from their homepage and pricing page — claimed value, target, pricing model, and gaps — plus a clear-eyed where-we-win / where-we-lose, with every claim traced to the line it came from.

A structured first-pass market sizing — TAM, SAM, SOM by both top-down and bottom-up methods, as ranges — with every assumption and source laid out to interrogate.

Roadmapping & prioritization

The eight most likely ways your launch fails, ranked, each paired with the earliest real signal you'd see it coming — so you can watch for it instead of writing the post-mortem later.

A RICE-ranked table of your backlog — Reach, Impact, Confidence, Effort, score, and a one-line rationale per item — with every assumed number flagged for you to verify.

A short list of roadmap themes, each backed by the actual customer quotes that justify it.

Data analysis & SQL for PMs

A defensible answer from a messy export in about ten minutes — data-quality flags, the cut you asked for, a chart, and the code that produced it.

A working funnel query against your real warehouse tables, with the SQL laid out to verify the joins and a shareable notebook link to drop in Slack.

A crisp decision memo from a pile of analysis — the question, what the data says, what it pointedly does NOT say, a recommendation with a confidence level, and the line that would change your mind.

Prototyping & mockups (AI app builders)

A live, shareable web app with real navigation and persisting data, built from one paragraph.

A working full-stack demo of your PRD's core flow, testable in the browser before engineering starts.

Stakeholder comms & presentations

A tight, fixed-format exec update — Shipped, Slipped and why, Decisions needed from you, Risks — built only from what your notes actually say, with every guess quarantined so you don't accidentally report fiction upward.

A tight 8-slide exec-review narrative deck built from your PRD, argument first.

A five-sentence exec-summary paragraph that becomes both your pre-read and the spine of your deck.

Meeting notes & async updates

A short, skimmable weekly update — decided, in flight, blocked — synthesized from every meeting you had that week.

A structured recap — decisions, open questions, and action items each tagged with an owner — ready to paste into your tracker.

Every decision and every owned action from a week of notes in one place — with contradictions between meetings flagged — so nothing agreed on Monday quietly dies by Friday.