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Adaptive skills tests for technical skills.

Lemma's skills tests are adaptive: each question adjusts to your last answer. Get one right and the next is harder; miss one and it eases off. In 15 to 25 questions you get a level, and the result goes into your Skills Passport with its date.

React · Adaptive Assessment
0:52
Question 9 · 15–25 in totalAdvanced · 7

Given a React component that renders a list of 10,000 items, which optimisation strategy would you apply first?

{items.map((item) => (
  <Row key={item.id} {...item} />
))}
Answers can't be changed once chosenAnswer locked · the next question adapts to it
Difficulty · 8 answered7 / 10

Three steps to a result.

Each assessment runs on a 1–10 difficulty scale. It asks at least 15 questions, stops once your level holds steady, and never runs past 25.

Question

You get a scenario question or a code-debugging task, generated for the skill and pitched at your current difficulty.

Adapt

A correct answer raises the difficulty; three in a row at one level raise it faster. A wrong answer lowers it, and two in a row hold it steady.

Record

Harder questions weigh more in the final score. Score 6.5 out of 10 or better to pass, and the result is appended to your Passport as evidence.

What an assessment includes.

Passed assessments count toward the Proof part of your SCI and appear as evidence on your Skills Passport. How assessments are weighed against other evidence is set out in the methodology.

React · Skill assessment
In progress Q11 of 15–25 0:41
Q1 · level 5Q10 · level 7

Level holding near 7 · stops once it is steady

Skill assessment

Adaptive questions for one skill, between 15 and 25 of them. Your weighted score sets a level from beginner to expert.

TypeScript · Certification

Weighted score Passed

8.1 / 10

+12 Proof
6.5 pass
Questions23 · timed
Finished3 Oct · 38 min

Only the higher assessment result counts

Certification assessment

A deeper assessment on paid plans. A strong certification result counts for more in the Proof part of SCI than a skill assessment does.

Attempt review · Jamal E.
1 flag
  • Q4Tab hidden for 4s10:12:08
  • Q9Paste into answer10:19:44
  • Q13Fullscreen exited10:26:02

Sent to a person for review · the score is not cut automatically

Integrity checks

Tab switches, pastes and developer tools are logged during an attempt. Flags go to a person for review; they never cut your score automatically.

Candidate invite
Early access

Selin A.

selin.a@example.com

Started
SkillPython
AssessmentSkill assessment
Sent9 Oct · opened 10 Oct

The result lands in the candidate's Passport

Candidate invites

Teams can invite a candidate to a skill assessment. Invites and the verification API are in early access for selected teams.

Frequently asked questions

What is an adaptive technical skills assessment?

An adaptive technical skills assessment changes the difficulty of each question based on how you answered the last one. Lemma's assessments run on a 1 to 10 difficulty scale, ask between 15 and 25 questions and stop once your level holds steady. Harder questions weigh more, and 6.5 out of 10 passes.

How many questions are in a skills assessment?

Between 15 and 25. The assessment asks at least 15 questions, stops once your level holds steady and never runs past 25. Each question has a time limit, and you cannot go back to change an answer.

What happens if I fail a skills assessment?

The attempt is recorded and costs 2 points in the proof part of SCI, with failed attempts capped at 6 points in total. Retakes have a cooldown and cost fewer credits than a first attempt. Only your best result counts, so one strong pass outweighs earlier misses.

Can you cheat on an adaptive skills test?

It is harder than on a fixed test. Each person takes a different path through the questions, recently seen questions are not served again, and tab switches, pastes and developer tools are logged. Flags go to a person for review; they never cut a score automatically.

What is the difference between a skill assessment and a certification assessment?

A skill assessment covers one skill and sets a level from beginner to expert. A certification assessment goes deeper and is available on paid plans. In the proof part of SCI a certification can earn up to 15 points and a skill assessment up to 12; only the higher counts.

Which skills can I take a technical assessment in?

Any skill in the Lemma catalogue, from React, Python and SQL to Figma and system design. Each skill page explains what competence looks like, what the assessment covers and which other evidence counts for that skill.

Give your skills somewhere to live.

Bring your evidence together and start building a Skills Passport that can grow with you.

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