Families often remember the final outcome and forget how the child gathered information, proposed, collaborated, or asked for help.
Behavioral evidence brings reflection back to the process.
Evidence helps a family understand a process. A score can flatten that process into an unexplained label.
Family Future product principles
The purpose of recording is to make growth visible.
The same behavior can mean different things at different ages and under different constraints.
A single score cannot preserve those differences and often encourages comparison.
Ability scores compress context into a label.
Fact
Record a traceable real behavior.
Context
Keep age, role, and constraints visible.
Reflection
Use evidence to discuss what happened.
Boundary
No levels, rankings, or personality labels.
Role
The child holds a real responsibility, not a symbolic part.
Rules
Boundaries, resources, and agreements are visible before action.
Choice
The child compares, judges, and explains a reason.
Outcome
A choice creates a real but manageable consequence.
Evidence is better suited to family reflection.
Family Future stores traceable events rather than private free-form judgments.
Evidence answers what happened and what to try next, not how many points a child has.
Evaluation boundaries must live inside the system.
Heatmap intensity represents practice frequency, never strength or weakness.
- Can every record be traced to a real event?
- Does the page distinguish frequency from ability strength?
- Can the system avoid a conclusion when evidence is weak?
- Are sibling comparisons and long-term labels excluded?
When evidence is insufficient, the system is allowed to make no conclusion.