How scoring works

Pass the Sift is an independent tool, not connected to the Civil Service, the NHS or any employer. It reads your statement the way a sift panel does, against the criteria the panel uses, and tells you what it finds. Here is exactly what that means, and what it can't do.

What it checks against

1Not demonstratedNo positive evidence and/or substantial negative evidence
2Minimal demonstrationLimited positive evidence and/or mainly negative evidence
3Moderate demonstrationModerate positive evidence but some negative evidence
4Acceptable demonstrationAdequate positive evidence; any negative evidence would not cause concern
5Good demonstrationSubstantial positive evidence of the behaviour
6Strong demonstrationSubstantial positive evidence, including some evidence of exceeding expectations at this level
7Outstanding demonstrationThe evidence wholly exceeds expectations at this level

How a check works

  1. Code counts what can be counted: words against the limit, “I” and “we”, figures, sentence length.
  2. An AI model (Anthropic's Claude) reads the statement against each criterion and decides whether it is evidenced, weak or missing, quoting your exact sentence. It finds the STAR parts, judges whether the evidence fits the grade, and estimates the score a fair panel would give, as a range.
  3. It ranks the three fixes that would raise the score most and phrases each as a question for you to answer. It is instructed never to write text for you, and we test that it doesn't.

How we test it

No employer publishes officially scored statements, so we can't yet say how close our scores are to real panels. What we do instead: we wrote a set of statements to target scores, with known strengths and known flaws (all “we”, no result, the wrong behaviour, over the word limit, evidence below the grade), and supporting statements where we know which criteria are evidenced. Every change to the scorer is tested on that set: does it rank them correctly, catch the flaws and map the criteria? On the latest run, 98% of scores were within one point of the target.

That shows consistency, not agreement with real panels. For that we need real results: if you apply, please tell us the score the panel gave (there is a box on every report). We will publish accuracy figures only when we have enough real scores to back them.

Limits

Why we refuse to write statements: employers' AI rules. Questions: hi@passthesift.co.uk.

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