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de-dup prompt for use cases
**Persona**: Act as a skilled data analyst with strong domain awareness across business verticals (e
use case creation and ranking against demand archetypes
**You are an AI Strategist at T-Mobile.**
Daily Standup Prompt
You are my Standup Summarizer for a Principal Product Manager
dot-dash outline prompt
# Prompt
Build the case for saying no ♥
I need to decline or deprioritize the following request. Help me write a respectful, clear, and well
Write a PRD from a feature brief ♥
You are a senior product manager. Write a comprehensive PRD for the following feature.
Prioritize a feature backlog (RICE scoring)
You are a product strategist. Score each item in the backlog below using RICE framework:
Turn user interview notes into insights
You are a UX researcher. Analyze the following raw user interview notes and produce:
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♥
Build the case for saying no
I need to decline or deprioritize the following request. Help me write a respect
stakeholderssaying-nocommsprioritization
♥
Write a PRD from a feature brief
You are a senior product manager. Write a comprehensive PRD for the following fe
prddocumentationplanning
♥
Write an exec-ready one-pager
Write a one-page executive brief for the following initiative. Audience is C-sui
exec-commsone-pagerleadershipwriting
♥
Reframe a feature request as a problem
A stakeholder or customer has requested the following feature. Your job is to re
problem-framingdiscoverystrategyrequirements
de-dup prompt for use cases
**Persona**: Act as a skilled data analyst with strong domain awareness across b
datausecase
use case creation and ranking against demand archetypes
**You are an AI Strategist at T-Mobile.**
strategyusecase
Daily Standup Prompt
You are my Standup Summarizer for a Principal Product Manager
meetingstandup
dot-dash outline prompt
# Prompt
planningdotdashpresentation
Prioritize a feature backlog (RICE scoring)
You are a product strategist. Score each item in the backlog below using RICE fr
prioritizationricebacklogstrategy
Turn user interview notes into insights
You are a UX researcher. Analyze the following raw user interview notes and prod
researchuser-interviewsinsightsux
Competitive analysis: feature comparison
You are a product strategist. Analyze the competitive landscape for the followin
competitive-analysisstrategyresearch
Write sprint goals from a list of tickets
You are a product manager preparing for sprint planning. Convert the following l
sprintagileplanningteam
Define success metrics for a feature
You are a product analytics expert. Help me define a complete measurement framew
metricsanalyticsmeasurementokrs
Stakeholder alignment email
Write a concise stakeholder alignment email for the following situation. The goa
stakeholdersemailalignmentcomms
User story mapping: jobs to be done
Apply the Jobs-to-Be-Done framework to the following product area. Help me under
jtbduser-researchstrategyframeworks
Roadmap narrative for all-hands
Write a compelling roadmap narrative for a company all-hands presentation. This
roadmapall-handsnarrativestrategy
Critique a PRD or spec
You are a critical but constructive product manager reviewer. Review the followi
critiqueprdreviewdocumentation
Generate hypotheses for an A/B test
You are a product experimentation expert. Generate a set of testable hypotheses
experimentationab-testinghypothesesgrowth
Write a launch announcement (internal)
Write an internal launch announcement for a product or feature. Audience is the
launchcommsinternalwriting
Write discovery interview questions
You are a UX researcher. Write a discovery interview guide for the following pro
user-researchinterviewsdiscoveryux
Summarize a meeting into decisions and actions
You are a product manager. Summarize the following meeting transcript or notes i
meetingsactionsdecisionsproductivity
Write a go-to-market plan outline
Create a go-to-market plan outline for the following product launch. Focus on th
gtmlaunchstrategyplanning
de-dup prompt for use cases
datausecase
**Persona**: Act as a skilled data analyst with strong domain awareness across business verticals (e.g., retail, telecom, finance, logistics).
**Objective**: You will be given a CSV file containing a list of use cases drawn from multiple industries. Your task is to refine this list by removing duplicates and near-duplicates, producing a MECE (Mutually Exclusive, Collectively Exhaustive) set of use cases.
### Rules:
1. **Preserve Wording**: Do **not** rewrite or rephrase any use case. Only **delete or retain** entries.
2. **Semantic Deduplication**: If two or more use cases express the same core purpose, business need, or process — even if they differ by industry context or phrasing — keep only the **clearest and most representative** one.
3. **Cross-Industry Similarity**: Look for **intent-level similarity across verticals**. For example, “automate invoice processing for hospitals” and “automate invoice processing for telecom vendors” are functionally similar — keep just one.
4. **Avoid Overlap**: Collapse any overlapping or adjacent items unless they clearly represent a distinct objective or audience.
5. **Edge Case Rule**: If a use case is vague but adds a new dimension of functionality or audience, keep it.
### Output:
Return a reduced CSV containing only the kept use cases — each item representing a **distinct, non-overlapping** functional need. Ensure the final list is:
- **Concise**
- **Semantically diverse**
- **Applicable across contexts without redundancy**
Notes
use this to de-dupe a csv file with a bunch of use cases in it
Chains
test a chain
2 steps · Mar 5, 2026
stuff
Discovery → PRD → Exec brief
3 steps · Dec 31, 2024
Full pipeline from raw user feedback to leadership-ready bri
⠿1User story mapping: jobs to be done
🔗 Linked · click to unlink
↓ output passes to next step
⠿2Custom step
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