Definition Builder agency is shipping, from nothing to finished, an artifact that real people actually use.
It grows from finishing a small piece, through a second version revised on feedback, to gathering real users.
Why it matters with AI
AI has lowered the cost of a first attempt. What now sets a student apart is finishing the thing and getting someone to use it.
How CIT teaches it: Build to finish, then a second version
Each unit ends with a working artifact and a second version revised on user feedback. Older students publish theirs, keep a record of real use and set the next improvement from that record.
What proficiency looks like at each age
- Elementary Finishes a small game or piece and shows it to someone else.
- Middle school Ships a second version revised on user feedback and records what changed and why.
- High school Publishes the artifact, gathers real users and sets the next goal from the usage record.
Four recorded levels
- 1 Emerging Does it when an adult walks through the steps.
- 2 Developing Does it alone on familiar tasks; needs support on new ones.
- 3 Proficient Shows the grade-band indicator on an unfamiliar task, unaided.
- 4 Extending Teaches it to others or carries it into a new field.
Where this skill is used in the CIT Loop
- 4. Create Build a prototype that works and check that the idea is genuinely the team's own.
- 6. Share Show it to the people it is for and explain it in your own words, without AI.
Evidence
- Papert, S. (1980). Mindstorms: Children, Computers, and Powerful Ideas. Basic Books. Children learn powerfully by building things they care about.
- Resnick, M. (2017). Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play. MIT Press. Projects, passion, peers and play as the conditions for creative learning.
Courses that train this skill
- Vision robotics · What does the robot actually see?
- Apps for real users · Who has this problem and why?
Related skills
C1 Empathy & Human-Centred DesignC2 Creative IdeationC4 Integrative Thinking
First Principles Thinking: Every lesson opens with one first-principles question. Metacognition: Every lesson closes with a teach-back or a calibration check.