Agent Kits
Product work · medium tier

AI Product Manager Agent Kit

Convert research, feedback, and product context into PRDs, roadmaps, and buildable tickets.

Use this kit to structure discovery, synthesize interviews, draft product briefs, slice scope, and prepare Jira, Linear, or GitHub tickets once integrations are connected.

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What it does

Useful before any auth, better with the right tools

The kit starts by installing editable operating files into the agent workspace. It can work from pasted context immediately, then ask for tool access only when the current job benefits from it.

  • PRD and discovery runbooks
  • Backlog slicing and ticket prep workflow
  • Competitive research and persona review prompts
Starter prompts
Interview me about this idea and turn it into a product brief.
Synthesize these user interviews into themes, pain points, and product opportunities.
Slice this PRD into buildable tickets with acceptance criteria.
Toolbelt

Not a naked prompt. A prepared working environment.

Product work libraries for issue-tracker APIs, repository context, structured docs, and competitive research notes.

python

PyGithub

Inspect GitHub issues, repositories, and PR metadata when the user provides approved access.

python

jira

Prepare Jira issue creation and backlog update workflows after user approval.

python

python-dateutil

Normalize roadmap dates, launch windows, and milestone notes.

python

markdownify

Turn copied docs and web research into clean PRD-ready Markdown.

Recommended connections

Proactive, permission-aware setup

OpenClaw Setup records what the agent should ask for and why. Native OAuth and API-key installers can attach to this surface later without changing the kit contract.

recommended

Jira or Linear

Issue tracker access lets the agent turn approved scope into tickets and keep ticket references linked to the source doc.

PRD-to-ticket workflows.
recommended

GitHub

Repository context helps the agent produce technically grounded scope and implementation notes.

Code-aware product specs and issue updates.
Safety model

External actions stay behind approval

Approval required

  • creating tickets
  • updating tickets
  • posting launch notes
  • messaging stakeholders

Blocked claims

  • replaces product judgment
  • can validate demand without user evidence
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