openskill is a personal career coach that helps you evaluate your skills, find gaps in your understanding, and improve through realistic practice. You can start with a subject, role, job description, case, negotiation, or professional scenario. Orion evaluates your performance, explains what held up and what did not, and recommends what to work on next. Coach helps you act on the result, while Progress keeps a lasting record of how your ability changes over time.
What do you want to get better at?
Defending a product strategy to a skeptical leadership team
Your argument depends on adoption. What evidence would change your forecast?
I would look at early retention and expansion within the first customer group.
That is a metric list. Tell me the decision rule.
Evaluated by Orion
Gap found
Decision threshold
Your answer named useful signals but did not define what result would support, revise, or stop the plan.
Next step: Build a decision rule under uncertainty
Progress updated
Decision quality is stronger than your starting point. Evidence discipline still needs work.
Decision quality
Evidence discipline
The openskill belief
You can read the right books, finish the right courses, and still miss the weakness that matters.
The gap appears when you have to explain the idea, defend a choice, adapt under pressure, or use what you know in a new situation.
That is why openskill makes evaluation part of learning. You test your ability, see where it breaks, and work on the part that needs attention.
Knowledge feels complete before capability is proven.
01
Learn
02
Evaluate
03
Find the gap
04
Strengthen it
05
Evaluate again
Coach
Coach keeps the context, helps you choose the next move, and turns a conversation into action.
Ask about a report. Prepare for a difficult conversation. Decide what to practice. Build a plan around a role. When the right next step is an evaluation, Coach can start it from the conversation.
Your history stays with you, so each session can begin from what you have already learned about yourself.
Open Coach →We are building toward a coach that keeps your development moving between the moments when you ask for help.
Describe the role, decision, conversation, or skill in front of you.
Open Coach from a report and discuss the assessment in context.
Launch a focused evaluation without rebuilding the setup.
Keep career conversations and revisit earlier decisions.
Evaluations
Describe a subject, role, job description, or scenario. openskill builds the session around the standard that matters.
Composer
Explain retrieval systems to a technical panel
Negotiate scope with a difficult client
Work through a market entry case
Defend an investment thesis
Prepare for a university admission discussion
Handle a performance conversation
Reason through a healthcare operations scenario
Present a product strategy to leadership
Engineering · Data and AI · Product · Business · Finance · Consulting · Health · Admissions · Leadership · Behavioral
The same composer can prepare a direct evaluation, a case, or a roleplay. The format changes with the situation. The standard changes with the subject.
Orion
Orion is the evaluation engine inside openskill.
It evaluates your response, finds the gap, explains the evidence, and recommends what to work on next.
Orion · evaluation engine
Six dimensions · one standard
A broad score cannot tell you why an answer failed.
Orion looks across the dimensions that matter for the session. It examines the substance, structure, judgment, evidence, and delivery. It connects each assessment to what you actually said, then turns the result into a next step.
i
The evaluation changes with the role, subject, and format.
ii
See why each part of the answer was judged the way it was.
iii
The assessment stays grounded in the session.
iv
Compare your approach with one that meets the standard more fully.
v
Discuss the gap or launch a targeted lesson.
Your assessment
The report turns a live session into an evidence-based view of your ability.
Evaluated by Orion
Primary gap
Evidence discipline
You made a clear recommendation and named the right business concern. The answer weakened when you treated an assumption as a fact.
What held up
The recommendation was direct.
The tradeoff was relevant.
The structure was easy to follow.
What needs work
Separate known evidence from inference.
Define the result that would change the decision.
State the downside before defending the choice.
Next step: Practice making a recommendation with incomplete evidence.
See the shape of your performance across the dimensions that mattered.
Understand the judgment behind the score.
Review each answer with evidence, gaps, and a stronger response.
Return to the exact moment behind a finding.
Ask follow-up questions in a conversation grounded in your assessment.
Launch a focused live lesson from the feedback.
Progress
A strong session matters. A pattern across sessions tells you more.
Progress keeps your evaluations in one place and shows how your ability changes over time.
Compare your current competency shape with where you started. See which areas keep improving, which gaps return, and whether practice is turning into durable performance.
Compare the current competency radar with the starting point.
Follow the direction of your assessments across sessions.
See your streak and activity history without turning the product into a habit game.
Notice weaknesses that survive more than one round of practice.
Performance over time
14
Sessions recorded
2
Recurring gaps
Gaps that keep returning
Evidence discipline · seen in 4 sessions
Decision threshold · seen in 3 sessions
Session formats
Different situations reveal different weaknesses. openskill supports distinct session formats so the evaluation matches the work.
Explain, defend, reason, and respond in a focused conversation.
Best for
Follow-up questions adapt to what you say.
Work through an evolving problem with live exhibits.
Best for
Review evidence, form a view, and revise it as the case develops.
Enter a realistic conversation where the other side has its own objective.
Best for
You see the scenario. The hidden objective stays hidden until the assessment.
Test depth under a stricter standard.
Best for
Expect pressure on vague claims, missing evidence, and convenient conclusions.
How openskill works
Describe what you need to handle or choose a prepared evaluation.
Work through direct questions, a case, a roleplay, or Grill.
Orion assesses the session and explains the important gaps.
Discuss the report, strengthen a weakness, or plan the next session with Coach.
Progress records what improves and what keeps returning.
openskill is a personal career coach that helps you evaluate your skills, find gaps in your understanding, and improve through realistic practice. Orion assesses each session, Coach helps you act on the result, and Progress records how your ability changes over time.
Interview preparation is one use case, but the product is broader. You can evaluate yourself on a subject, role, case, negotiation, admission, or professional scenario. Sessions can use direct questions, live cases, roleplay, or Grill. The result is a structured assessment with clear gaps and next steps.
Start with a topic, role, job description, case, conversation, or situation you can describe. Current coverage includes technical work, product, business, finance, consulting, leadership, health-related professional scenarios, admissions, and behavioral skills.
Orion is the evaluation engine inside openskill. It examines your response against the relevant standard, explains the assessment, identifies gaps, and recommends what to work on next.
Coach is your persistent career conversation. Use it to plan, understand a report, prepare for a situation, or start a focused evaluation. Your earlier conversations remain available when you return.
Grill is the most demanding evaluation mode. It avoids automatic praise, presses weak assumptions, asks for evidence, and keeps going until the reasoning becomes clear.
You receive an assessment with a competency view, rationale by dimension, question-level feedback, stronger-answer comparisons, a chaptered recording, and next steps. You can discuss the report or launch a lesson focused on a gap.
Progress keeps your session history and shows change over time. You can compare your current competency shape with where you started, review activity, and spot gaps that continue to return.
No. openskill helps you prepare, evaluate your current ability, and improve with clearer evidence. Hiring, admission, promotion, and business outcomes depend on many factors outside the product.
Your sessions, reports, recordings, and career conversations are private to your account.
Start with what matters now
Bring the role, subject, decision, or conversation in front of you. openskill will build the evaluation and show you where to focus next.
Access opens in stages as we improve the experience with demanding users.