Work Sample Rubric Consistency Check

Score two assessors against the same rubric before comparing candidates. Preparation only, not an account action.

What to provide

Rubric criteria, assessor scores and candidate work samples.

How it works

1. Record rubric criteria and anchors.
2. Compare assessor scores criterion by criterion.
3. Flag criteria where assessors diverge beyond the agreed band.
4. Return the consistency check without hiring decisions.

The output

criterion | assessor_a | assessor_b | gap | within_band | decision_unproved

Worked fictional example

Fictional rubric band 1 point. On criterion accuracy, scores 4 and 2 give a gap of 2, outside the band. Averaging to 3 would hide the disagreement the review exists to catch.

Checks and limits

Keep original values, source IDs and version dates. Unknown facts stay held. Use qualified review for hiring, legal and accounting conclusions. No send, share, sign-in, scheduling, ledger change or payment. Fictional contract review is not a live account compatibility test.

More recruiters workflows · How-to guides

Method: reviewed source. Demand lead: Oct15 live AIS Search Console: marketing Copilot37 impressions, Planable/Claude45, Planable/ChatGPT24, campaignbrief12, investoragent19, MuseIndia115, cashflowforecasting13. Social calendar/reporting topics follow parent-query leads; other professions follow documented workflow needs, not measured exact intent. Site impressions are not monthly volumes; exact topic volume is unmeasured. Checked October 15, 2026.