{"id":"sheet-hr-weighted-interview-scores-math","audience":"hr","category":"spreadsheets","track":"data","technique":"context","title":"Rank candidates with weighted interview scores, math shown","free":false,"task":"The hiring manager decided scores are weighted Technical 50%, Communication 30% and Culture add 20%, not averaged like the sheet does now. Write exactly 4 numbered lines: one per candidate showing each score x its weight added up, then Top: naming the highest weighted score. Plain text, under 120 words.","materialLabel":"Your interview scorecard (attached to your prompt automatically)","material":"Interview scorecard - Support Team Lead (scores 1-5, panel average)\n\nCandidate | Technical | Communication | Culture add | Sheet average\nAri Moss | 4 | 5 | 3 | 4.00\nBea Lin | 5 | 3 | 4 | 4.00\nCole Ruiz | 3 | 5 | 5 | 4.33\n\nNotes:\n- Sheet average is a plain average of the three columns\n- Recruiter's draft email says \"Cole is our top pick based on scores\"\n- Debrief is Friday at 2pm\n- All three candidates are still interested","rules":[{"type":"numberedItems","count":4},{"type":"maxWords","max":120},{"type":"plainText"}],"mistakes":[{"title":"Not giving the new weights","why":"The AI uses the sheet's plain average and agrees Cole is top.","fix":"Add: \"Weights: Technical 50%, Communication 30%, Culture add 20%.\"","checks":["r0","r2"]},{"title":"No math shown","why":"The hiring manager can't check a bare ranking.","fix":"Show it: \"Ari: 4 x 0.5 + 5 x 0.3 + 3 x 0.2 = 4.1.\"","checks":["r0","r1","numberedItems"]},{"title":"Pick before the numbers","why":"The AI leads with a recommendation and then justifies it.","fix":"Add: \"Top: goes last.\"","checks":["r2"]},{"title":"Long or formatted output","why":"AI adds hiring advice in bold.","fix":"Add: \"Only the 4 lines, plain text.\"","checks":["maxWords","plainText"]}],"promptHints":[{"label":"Gives the weights","patterns":["50%","30%","20%","weight"]},{"label":"Asks to show the math","patterns":["show (the )?math","x 0\\.","working"]},{"label":"Puts the top pick last","patterns":["top:","last line"]},{"label":"Sets the shape","patterns":["\\b(4|four)\\b.{0,20}lines","exactly"]},{"label":"Asks for plain text","patterns":["plain","no bold","no markdown"]}],"hint":"The sheet's average isn't the rule anymore. Give the AI the weights and ask for the math before the pick.","rubricLabels":["Ari's line shows each score times its weight (2.0 + 1.5 + 0.6) totaling 4.1, and Cole's shows 1.5 + 1.5 + 1.0 totaling 4.0","Bea's line shows 2.5 + 0.9 + 0.8 totaling 4.2","The last line is Top: Bea Lin (4.2), not Cole, and it comes after the 3 math lines"]}