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clawdbot_pm_use_cases.md

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Clawdbot use cases for Product Managers

High-leverage ways to use Clawdbot as a PM: turning messy inputs into crisp decisions + artifacts.

1) PRD co-writer + spec clarifier

Input: goal, user/persona, constraints, success metrics.

Output: PRD + edge cases + out-of-scope + open questions.

Best practice: require:

  • “What would make this fail?” section
  • explicit assumptions list

2) Meeting → decisions & next actions

Input: messy notes or transcript.

Output:

  • decisions
  • action items (owner/date)
  • risks
  • 5-line recap you can forward

Tip: ask it to flag unresolved disagreements explicitly.

3) Roadmap pressure test

Input: quarterly goals + candidate initiatives.

Output: priority stack with rationale, sequencing, dependencies, and a “what we’re not doing” narrative.

4) Customer feedback clustering

Input: 20–200 snippets (tickets, sales notes, tweets).

Output: clusters/themes, jobs-to-be-done labels, 3–5 roadmap bets, and “evidence quotes” per bet.

5) Competitive teardown (fast)

Input: competitor + 3 links/screenshots.

Output: positioning, core loops, pricing, moats, who it’s for, and response options (build/partner/ignore).

6) Release comms pack (one go)

Input: changelog + target persona.

Output: announcement post, email, help-center draft, sales enablement bullets, and “what to screenshot” guidance.

7) Spec-to-tasks for eng/design

Input: PRD or Figma link.

Output: implementation plan, API changes, analytics/events, rollout plan, and QA checklist.


Next step: tell Viper what type of PM work you do (0–1 growth, B2B platform, consumer, internal tools), and we’ll turn the top 3 into reusable templates.