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Analyze and Fix Flawed JTBD Statement
Analyzes an existing poorly-formed JTBD statement, identifies all critical issues (circular logic, solution language, vague outcome), provides a corrected version, and explains why features built from the original likely failed.
Input
What you provide to the skill
Existing statement to analyze: “When I need to be more productive, I want a dashboard to see tasks, so I can get more done.”
Output
What the skill generates for you
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JTBD STATEMENT ANALYSIS & CORRECTION
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Original: “When I need to be more productive, I want a dashboard to see tasks,
so I can get more done.”
🔴 CRITICAL ISSUES:
-
❌ CIRCULAR LOGIC
Motivation: “need to be more productive”
Outcome: “get more done”
Problem: These are the same thing! Outcome must be specific and distinct
from motivation. -
❌ SOLUTION LANGUAGE
“dashboard to see tasks” is a solution, not a motivation
The job exists regardless of what tool or solution is used. -
❌ VAGUE SITUATION
“When I need to be more productive” - This is too abstract. When does this
need arise? What’s the specific trigger? -
❌ NO MEASURABLE OUTCOME
“Get more done” - How do you measure when you’re “done”? What does success
look like? -
❌ WEAK VERBS
“see” is passive - doesn’t describe what action is being taken with the
information
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CORRECTED STATEMENT
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When: I start my workday facing multiple competing priorities
I want to: Identify which tasks will have the greatest impact on my goals
So I can: Allocate my limited time to high-value activities that move work
forward
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CONSTRUCTION EXPLANATION
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✅ SITUATION CLARIFIED: “start my workday facing multiple competing priorities”
- Made trigger specific: beginning of workday
- Identified real context: competing priorities create the need
- Removed abstract “need to be productive” in favor of concrete situation
✅ MOTIVATION EXTRACTED: “Identify which tasks will have the greatest impact”
- Removed solution language: “dashboard” and “see” were solutions
- Used strong verb: “Identify” implies evaluation and decision-making
- Made specific: Not just seeing tasks, but determining which are important
- Focused on underlying need: prioritization, not visualization
✅ OUTCOME DEFINED: “Allocate my limited time to high-value activities that
move work forward”
- Made measurable: “high-value activities” vs generic “get more done”
- Distinct from motivation: identifying ≠ allocating
- Clear “done” state: Time is allocated to the right things
- Captures real goal: Not productivity for its own sake, but moving work
forward
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MISTAKES AVOIDED
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❌ SOLUTION LANGUAGE
Original said: “dashboard to see tasks”
Problem: Dashboard is a specific UI solution. Job must be solution-agnostic.
Fix: Focused on decision-making need (identify, allocate)
❌ CIRCULAR LOGIC
Original: “need to be productive” → “get more done”
Problem: Motivation and outcome are identical - just rephrased
Fix: Motivation = identify high-impact tasks; Outcome = allocate time
effectively (two distinct activities)
❌ VAGUE OUTCOME
Original: “get more done”
Problem: Not measurable. More done than what? When is it enough?
Fix: “Allocate time to high-value activities” - can measure if this
happened
❌ WEAK VERB
Original: “see”
Problem: “See” doesn’t describe an action or goal, just passive observation
Fix: “Identify” (active decision-making) and “Allocate” (action taken)
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VALIDATION TIPS
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Test this corrected statement by asking:
-
✅ Does this job exist even if no product existed?
YES - People have always needed to prioritize work, long before dashboards -
✅ Is the outcome measurable?
YES - Can measure: Did I spend time on high-impact vs low-impact activities? -
✅ Are motivation and outcome distinct?
YES - Identifying important tasks (thinking) ≠ Allocating time (doing) -
✅ Could this inspire multiple different solutions?
YES - Task dashboards, AI prioritization, calendar blocking, eisenhower
matrix, time tracking analytics, etc.
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ALTERNATIVE PHRASINGS
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MORE SPECIFIC VERSION (narrower scope):
“When I start my workday with more tasks than time available, I want to
determine which 3-5 tasks will create the most value, so I can focus my
energy on what matters most and defer less important work”
MORE GENERAL VERSION (broader scope):
“When facing limited resources and competing demands, I want to assess which
activities align with my strategic goals, so I can make deliberate resource
allocation decisions rather than reacting to urgency”
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WHY THE ORIGINAL STATEMENT LIKELY FAILED
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ROOT CAUSE:
The original statement was too vague to drive meaningful product decisions.
LIKELY IMPACT:
- Built generic task dashboard (because statement mentioned dashboard)
- Added task list views (because statement mentioned seeing tasks)
- Didn’t solve prioritization problem (the real job)
- Features felt like “nice to have” rather than solving urgent need
WHAT TO DO NOW:
- Stop using the original statement
- Validate corrected statement with 3-5 users
- Ask: “Tell me about a time when you struggled to decide what to work on
first” - Listen for prioritization pain points, not requests for dashboards
- Build features that help identify high-impact work, not just display tasks
About This Skill
Transform customer interviews, pain points, and vague needs into properly structured Jobs-to-be-Done statements with quality validation and educational explanations.
View Skill DetailsMore Examples
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