AI prompts for product managers and builders

In short: Prompts for PRDs, coding-agent handoffs, spec reviews and go or no-go decisions. Pick one of the 8 prompts below, fill in the [PLACEHOLDERS] with your own facts, and paste it into ChatGPT, Claude, Gemini or Grok. Each prompt page says when to use it and what to fill in.

Product work is mostly turning messy input into something a team can act on. These prompts consolidate scattered notes into a spec, write a paste-ready brief for a coding agent such as Claude Code, review a spec for gaps and structure a go or no-go decision.

8 prompts

Product specs & Claude Code handoffsConsolidated PRD for a Claude Code handoffAfter a long design conversation, to turn every decision into one build-ready document.Use prompt Product specs & Claude Code handoffsPaste-ready Claude Code promptHanding one scoped change to a coding agent, not a whole document.Use prompt Product specs & Claude Code handoffsSetup or integration instructions for Claude CodeGetting a coding agent to connect or deploy something, with only the browser steps left for you.Use prompt Product specs & Claude Code handoffsReview a PRD or bug reportBefore building, to find what a spec misses or conflates.Use prompt Reviews & critiquesFeasibility and go/no-go for an opportunityDeciding whether to bid on a tender or big opportunity.Use prompt Reviews & critiquesCritique AI outputs and tag failuresEvaluating two answers from an AI agent to improve it.Use prompt Reviews & critiquesCompare two documents clause by clauseChecking a filled-in contract or proposal against its template.Use prompt Research & bot promptsSystem prompt for a product agentWriting the instructions for a customer-facing AI agent on a messaging channel.Use prompt

These come from the ChatJudge library. Missing something? Add your prompt or browse all 59.

Questions people ask

Do I need Claude Code to use these?

No. The handoff prompts are written for Claude Code, but the structure also helps with any coding assistant or a human engineer.

Can AI review my PRD?

It can spot missing sections, vague requirements and contradictions. It does not know your users or codebase, so treat its review as a checklist, not a verdict.

Is it safe to paste my specs into an AI tool?

Check your company policy first. If in doubt, replace names, customer data and secrets with placeholders.

What if the AI output is wrong?

Verify it. The critique prompts here help you tag failures in an AI output so you can fix the instructions and try again.

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Product specs & Claude Code handoffs Reviews & critiques Research & bot prompts

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