Each one includes a short knowledge check and a practical task.
Explore the route Build · test · improveA practical program
A practical program
should keep getting
more useful.
The Life Starter reviews what learners can understand, complete, save, and use. Product changes focus on clear instructions, useful practice, and dependable access to saved work.
The practical challengeTurn a lesson into
Turn a lesson into
a skill you can use.
The program is designed around the first years of adult independence and remains open to other learners. The product must help turn lessons into useful work and make the next step easy to understand.
Each week ends with a tangible plan, tracker, work sample, or decision tool.
See every projectThe broader library remains free to browse before, during, and after the program, including Workforce Foundations.
Browse the libraryProduct principlesBuild on what helps
Build on what helps
learners move forward.
These rules shape curriculum, interface, data, and public language.
Useful before impressive
A learner should finish with a useful plan, tracker, work sample, or decision.
Evidence stays labeled
Lesson activity, knowledge checks, projects, reviews, and confidence remain separate.
Recommendations stay inspectable
ProofPath shows its reasons, uncertainty, and what would change the suggested route.
Progress stays meaningful
Clear records help learners see what they have practiced, completed, and reviewed.
ProofPath
Original recommendation logic with a human-readable trail.
ProofPath combines a learner’s goal with separately labeled knowledge, activity, project, confidence, and prerequisite signals. It suggests one next assignment while keeping the complete route available.
- Versioned rules
- Visible reasons
- Known uncertainty
- Alternate paths
- Human review option
Proposed pilot evaluationAsk a question.
Ask a question.
Inspect the evidence.
The program is available to inspect and use. Software checks verify specified behavior; they do not establish educational effectiveness. No independently established improvement in learning, employment or earnings is claimed.
Can learners understand and use the recommended next step?
Ask the learner to explain the recommendation and choose an activity. Record whether they proceed independently, with help, or cannot continue, plus the reason.
A consented observation and learner feedback; a page visit alone is insufficient.
Does feedback help learners improve a useful project?
Review the first sample and revision using the same project criteria. Record criterion-level judgments, reviewer, rubric version and assistance. Have a second reviewer check a pre-agreed sample where capacity allows.
Permitted work samples and review notes; distinguish self-review from staff review.
What changes between the starting and final checks?
Match starting and final forms A/B using host-managed participant codes and the shared instrument version. Report paired scores, lesson-check attempts, group size and missing checks separately.
Authorized check records; a small uncontrolled pilot describes change, not a proven treatment effect.
Define the group, measures and decision criteria before recruitment. Keep the protocol version, learner feedback and dated changes together. A small feasibility pilot can improve the product; it cannot by itself establish causal impact.
The public planning kit shares blank methods and fictional reporting examples. It contains no learner dataset. Any formal study or external use of learner records needs a separately agreed protocol, permissions and data protections.
Read the evaluation protocol and planning kitPrivate work stays private
Projects, progress checks, identities, and individual activity stay in private learning records.
Sources and measures stay clear
Key guidance links to authoritative references, and progress measures explain the activity or work they record.
Feedback changes the product
Specific usability and curriculum feedback guides corrections and follow-up checks.
Explore the system.
Then start for free.
The complete curriculum, ProofPath demo, progress model, and Course Library are available to inspect now.