Turn skill gaps into a clear plan to close them

Sample — real output from one internally-run session

1. 1

   Pick a topic and a level

   Choose what you want checked and the level you are aiming at — Junior, Mid or Senior. The level sets the depth expected of you, not just the difficulty of the wording.

2. 2

   Answer questions written for you

   There is no question bank. Each question is generated at the moment you need it, against a hand-authored rubric for one specific facet of a subtopic, and aimed at where your previous answers left off.

3. 3

   Get scored on five dimensions

   Every answer is scored 0–10 on correctness, completeness, clarity, depth and practical relevance, each with its own written critique naming what was strong and what was missing.

async function processItem(item) {
  try {
    await saveToDatabase(item);
  } catch (err) {
    console.log('Failed to save item:', err.message);
  }
  return item.id;
}

• 

  Rubric-anchored, not vibes

  Each facet carries a hand-written strong answer, a hand-written weak answer, and the misconceptions that actually show up. Your answer is placed against those anchors rather than judged in a vacuum — and every misconception the evaluation confirms costs a point and must be named in your feedback, so you always find out which one it was.

• 

  The senior bar is not applied to juniors

  Every facet belongs to one difficulty and carries its own pair of hand-written answers — a strong one and a weak one — composed at that level. A junior answer is placed against what a junior should be able to do, never against a senior exemplar, because the senior exemplar belongs to a different facet entirely.

• 

  You are only judged on what was asked

  The evaluator is explicitly instructed not to penalise you for related best practices the question never elicited. If it was not asked, its absence is not a deduction.

• 

  Behavioural signals never touch your score

  We record the time you spend on an answer, how often you switch tabs, and how many times you paste. Those numbers are barred from the score and from all five dimensions — at most they add a note to your written feedback. Your score comes from your answers alone.

Read the full methodology→