#Principle
Incomplete activity can remain mentally salient, which makes visible unfinished work a powerful cue to resume a task.
#Why it matters
Products can help users return to interrupted work by preserving draft state, showing remaining steps, and making unfinished tasks easy to identify. The same mechanism can become coercive when products create artificial incompleteness, persistent badges, or anxiety to drive engagement. Layr should distinguish useful resumption support from pressure.
#Deeper design interpretation
Unfinished work tends to remain mentally salient, which can help users resume genuine tasks when the product preserves and surfaces that state. Drafts, incomplete applications, paused setup, and pending uploads benefit from clear resume cues because users do not have to reconstruct where they stopped.
The same mechanism can be abused. Artificial completion meters, persistent red dots, “unfinished” labels on optional profile fields, and repeated reminders can create pressure without helping users achieve a meaningful goal. Layr should evaluate incompleteness against the user's actual task rather than the product's desire for engagement.
A useful unfinished state has three properties: the work is genuinely incomplete, prior progress is preserved, and the path to completion is clear.
#What the agent should reason about
Determine whether the product can distinguish required work from optional enrichment. Inspect draft persistence, resume location, reminders, and completion criteria. If the system marks something incomplete, identify what concrete user goal remains unfinished.
The agent should report manipulative incompleteness cautiously and base the finding on observable completion logic rather than assumptions about intent.
#Common failure patterns
- Drafts exist but users cannot see whether they were saved.
- Incomplete tasks are indistinguishable from untouched tasks.
- Optional profile fields keep a permanent completion warning active.
- Resume links return users to the beginning rather than the last meaningful state.
- Notifications continue after the actual required task is complete.
#Audit questions
- Is the task genuinely unfinished according to the user's goal?
- Is prior work safely preserved?
- Can the user resume at the correct point?
- Are reminders proportional to the importance of completion and user preferences?
#Example agent finding
Medium — Onboarding remains “80% incomplete” because an avatar is missing. All required workspace configuration is finished, yet the product continues to show an urgent completion warning for an optional profile field. Mark required onboarding complete and present profile enrichment separately without urgency.
#Agent directive
Preserve and surface genuinely unfinished user work. Avoid inventing incomplete states solely to create urgency or compulsive return behavior.
#Apply this when
- Drafts, onboarding, setup, applications, checkout, uploads, project tasks, learning, and multi-session workflows.
#Observable signals
- A user can leave a task but cannot tell later whether work was saved.
- Incomplete items are visually identical to untouched or completed items.
- The product uses badges or completion pressure for optional profile fields unrelated to the user's goal.
- Draft state disappears after navigation.
- A task remains marked incomplete even when all required work is done because optional engagement steps remain.
#Recommended actions
- Autosave or explicitly save recoverable drafts where appropriate.
- Show meaningful resume points and remaining required work.
- Distinguish required completion from optional enrichment.
- Clear completion indicators once the actual task is done.
- Use reminders according to user intent and notification preferences.
#Do not over-apply
Do not weaponize incompleteness. Persistent red dots, fake urgency, and arbitrary completion scores can increase anxiety without helping the user finish meaningful work.
#Example
Weak
A product keeps a permanent '80% complete' warning because the user has not uploaded an optional avatar.
Stronger
Required onboarding reaches 100% when necessary setup is finished; optional profile improvements are presented separately without urgency.
#Evaluation notes
- Default severity: Medium; high when lost progress or manipulative pressure has significant cost.
- Typical confidence: High for saved/incomplete state; medium for motivational effect.
- Primary evidence: Draft persistence, required/optional logic, badges, resume state, notification behavior.
- Related rules: Goal-Gradient Effect, Working Memory, Peak-End Rule, Parkinson's Law