Rating youth development needs evidence per domain, not a gut call. This shows how to map a young person's progress to a development framework in Sopact Sense — rated, evidenced, and growth-tracked.
In short: Rating a young person's development is too easy to do on a gut call. In Sopact Sense the assessment maps each youth against the framework's domains, rates every domain emerging, developing, or demonstrated with a quoted line, and tracks growth since intake — so the rating rests on evidence, not impression.
Point the Assistant at a clean caseload with persistent contact IDs so each youth's intake and current evidence stay linked. Load your Decision Brief first — the decision, the audience, the framework you use, and your evidence standard — so every domain rating is grounded in what the program actually records.
Assess youth [ID] against [FRAMEWORK] domains; rate emerging/developing/demonstrated with evidence; growth since intake. Grade green/amber/red.
The prompt carries five elements. The dataset is the loaded caseload. Framework domains are the development areas you assess against. Evidence per domain ties each rating to a quoted line. Growth since intake compares now against the baseline. Grade G/A/R rates how well-supported each domain rating is.
Run on the Caseload dataset (DEMO 08) already loaded in Sopact Sense.
GRADE: green | 1 | Demonstrated domain; amber | 1 | Thin-evidence domain; red | 1 | Unassessed domain
Sense returns a rating per domain with its evidence. A domain rated 'demonstrated' on solid, dated evidence comes back green. A domain rated on a single weak note comes back amber — the rating might hold but the evidence is thin. A framework domain with no rating and no evidence at all comes back red: it was never assessed.
Take the lowest-graded element above and fix it using only what the program could realistically measure. Show the before → after grade and the single indicator/edit that moves it to green.
For the unassessed red, the fix is a brief intake-and-review prompt covering every domain, so none is left blank. That single change turns silent gaps into rated, evidenced domains you can report against the framework.
Create a 'missing & incomplete' report from this analysis in Sopact branding [or paste your website URL / brand guideline to apply your own]. List every element graded amber or red, what is missing, and the one input that fixes each. Lead with the decision this report informs.
Create a shareable link for this report and open it in a new tab.
Require evidence for every rating. A domain rated 'demonstrated' with no quote is an opinion. Tie each rating to at least one dated line.
Two evidence points beat one. A single note can mislead. Ask for two before you let a domain move up a level.
Treat blanks as red, not green. An unrated domain isn't 'fine' — it's unassessed. Surface it so it gets covered.
Always read growth against intake. A 'developing' rating means little without the baseline.
Compare each current rating to the intake rating for the same domain, so growth — not just status — is what you report.
Map each young person against your framework's domains, rate every domain emerging, developing, or demonstrated with a quoted line, and compare against intake to show growth. Sopact Sense does this in one prompt so the rating is evidenced, not a gut call.
Because a rating without a quote is an impression the program can't defend. Tying every emerging, developing, or demonstrated rating to a dated line keeps the framework assessment credible and consistent across assessors.
A domain grades red when it has no rating and no evidence — it was simply never assessed. The fix is an intake-and-review prompt that covers every domain so none is left blank.
ChatGPT, Claude, and Gemini are fine for a quick test — but not for an answer you'll put in front of a funder or board. When it has to hold up, run it in Sopact Sense.
Try it in Sopact →
