Opportunity
A 93% match reached out first
AI Product Lead at Meridian. Their head of product looked at your profile twice this week. This is the highest match you've had.
Open the role →An intelligence layer for your professional life
Your career knows more about you than your profile does.
Meet the AI that actually understands your professional potential.
Your professional identity begins with a conversation
Scroll — the AI is listening
Skilltors design direction / 2026
SCENE 02Conversation becomes identity
You don't build your profile. Skilltors discovers it.
The interview is the product. Every answer is parsed into evidence — skills, signals, reasoning patterns — and each fragment travels out of the conversation and into a living intelligence graph you can see forming behind it.
Skilltors
Tell me about the most difficult problem you've solved.
You
We were losing enterprise deals at the pilot stage. I rebuilt the onboarding as a data-migration service instead of a product tour, then convinced engineering to staff it before we had the revenue to justify it.
Systems thinkingStakeholder influenceProduct strategyOwnershipCommercial reasoning
Dimensions the interview moves through
ExperienceTechnicalBehaviouralCommunicationReasoningCareer objectivesPersonality at workKnowledgeLeadership
Personality and behavioural readings are framed as career guidance — how you tend to work and decide — never as psychological or medical assessment. Inferred traits are labelled as inference and default to private.
SCREEN 05AI Interview
A room, not a chat window.
Stage rail on the left, one question at a time in the centre, the intelligence map building on the right. Dimensions appear only once the AI has evidence for them — the map is a record of understanding, not a progress bar.
Skilltors/ discover-me / stage 03
DiscoverIntelligenceGrowthOpportunitiesNetwork
18:42 elapsedSkilltors
You said you staffed the migration team before the revenue justified it. Walk me through how you decided that was worth the risk.
I looked at what the churn actually cost us over twelve months rather than the quarter. Three pilots at that size covered the headcount, and we already had two in late-stage. The downside was one bad quarter; the upside was a repeatable motion.
Skilltors — analysing
That's a payback-period argument, not a gut call. Do you build the numbers yourself, or do you get them from finance?
Answer in your own words — type or speak
Skip question
Pause interview
Why are you asking this?
Purpose
Extract evidence of ability through conversation, and show the user it is landing.
AI behaviour
Follows the thread rather than a script. Probes the reasoning behind an answer, not just the outcome.
States
Empty: stage 01, map hidden entirely. Loading: orb thinking, question masks in. Error: "I lost that answer — say it again?" with the transcript preserved.
Motion
Answer submits → fragments detach and travel right into the map → matching meter grows → discovery card fades up, then settles into the profile.
SCREEN 10Profile reveal
Skilltors
I think I understand you now.
The interface empties. Every fragment collected over the session — every chip, meter and discovery — is still on screen, and over four seconds they travel into their positions and become a profile. It is the only moment in the product that asks you to just watch.
Reduced motion — fragments cross-fade into place over 600ms, no travel path
SCREEN 12My Intelligence
A profile that is an argument, not a document.
The headline is a professional identity the AI wrote — three intersecting capabilities rather than a job title at a company. Everything below it carries its evidence and its confidence.
Skilltors/ my-intelligence
DiscoverIntelligenceGrowthOpportunitiesNetwork
Visible to: connectionsNMAsk Skilltors about me
Nezar Mansour
Product Builder × AI Strategist × Systems Thinker
Open to senior product rolesCairo / Remote7 assessments complete
How Skilltors understands you
Nezar combines entrepreneurial thinking, product strategy and technical systems thinking. He is strongest designing complex products from zero to one, and connecting technology decisions to commercial outcomes. He convinces through structured reasoning rather than authority — which is why his leadership signal reads high in influence and lower in formal management.
Confidence 0.84 · Drawn from 41 answers, 3 assessments, 2 projects
Technical depth
78 /100
Architecture-level, not implementation-level. Reads systems faster than he writes them.
Leadership potential
71 /100
High ownership, high influence. Untested at org scale above 12 people.
Role readiness
84 %
Against AI Product Manager. Two gaps stand between you and 92%.
Learning velocity
92 /100
Fastest-moving index on the profile. Three new verified skills this quarter.
Purpose
Let a person — or a recruiter — understand a professional in thirty seconds, with the receipts one click away.
Provenance
Four badges throughout: user-supplied, AI-inferred, verified, assessment-derived. Inferred traits default to private.
States
Empty: pre-interview, a single prompt to start. Partial: unmeasured dimensions render as outlines, never as zero.
Motion
Links draw outward from the core node over 1.8s, then nodes pop in by tier. Hovering a node illuminates its neighbours and dims the rest to 24%.
SCREENS 16 / 18Gap analysis & career roadmap
Your next move, with the reasoning attached.
A gap is only useful if it comes with a route. The analysis names what's missing and what it's costing you in matches; the roadmap turns that into an ordered sequence with a readiness number at the end.
Skilltors/ growth / gap-analysis
DiscoverIntelligenceGrowthOpportunitiesNetwork
Target: AI Product ManagerYou now → AI Product Manager
84%
readiness. Two gaps hold you below the 92% threshold where matched companies start reaching out first.
Already strong
Product strategyAI systems understandingLeadership signalStakeholder communication
Missing
Data analyticsExperimentation designFinancial modelling
Data analytics blocks two of your four highest matches on its own. It is the single highest-leverage thing on this page.
Roadmap generated by Skilltors — adapts as you complete steps
Now — 84%
Where you stand
Strong on strategy and systems. Thin on measurement.
Step 01 — 3 weeks
Close data analytics
Product analytics fundamentals, then a SQL assessment to convert it to verified evidence.
Step 02 — 4 weeks
Build an AI analytics project
Ship something that instruments its own usage. Upload it — Skilltors will extract the skills itself.
Step 03 — 2 weeks
Run an experimentation challenge
Design and defend a test plan. Assessed on hypothesis quality, not tooling.
Outcome — 92%
Reach the reach-out threshold
Unlocks 2 held matches and moves you into recruiter search for 6 more.
Purpose
Convert a score into a decision. Never show a gap without the route that closes it.
AI behaviour
Ranks gaps by opportunity cost — how many matches each one unblocks — not by how far below average they sit.
States
Empty: no target role yet — the AI proposes three from the profile. Complete: steps collapse into a verified evidence trail.
Motion
The 84 counts up once on entry. Completing a step re-runs the number and the roadmap re-orders in place — an obvious, deliberate rebalance.
SCREENS 19 / 21Opportunities & job copilot
Opportunities chosen for you.
No filters, no search bar, no salary sliders. A short list, each with the compatibility argument written out — including the part that doesn't fit. The copilot lives beside it and does the work applying usually requires.
Skilltors/ opportunities
DiscoverIntelligenceGrowthOpportunitiesNetwork
7 matched this weekAI Product Lead
Reached out to youMeridian Systems · Cairo or remote · Series B
93%
match
✓ Product strategy alignment is near-exact✓ AI systems experience at the depth they need✓ Leadership level matches the scope✓ Communication style fits a written-first culture△ Limited enterprise SaaS exposure
Head of Product, AI Platform
Corvus Labs · Remote (EMEA) · Series A
88%
match
✓ Zero-to-one product history is exactly their stage△ They want a hiring manager; you've led 12, not 30
Principal PM, Applied AI
Northgate · Hybrid, Dubai · Public
81%
match
✓ Strong technical credibility with engineering△ Data analytics gap — this role is measurement-heavy
Director of Product
Held · Closing your analytics gap unlocks this
—
held
Purpose
Replace search-and-apply with a short, argued list — and make the gap as visible as the fit.
AI behaviour
Every match states its reasoning and at least one honest mismatch. A held role names the exact thing that unlocks it.
States
Empty: "Not enough signal yet — finish stage 06." Error: match unavailable renders as a dash, never as 0%.
Motion
Match numbers count up on entry, staggered 60ms. Row hover lifts 1px and expands the reasoning. The copilot cross-fades content, never slides the panel.
SCREENS 23 / 27Network & connection constellation
People worth knowing.
Not people you may know. Proximity in the constellation is professional relevance — mentors above, peers across, companies at the edge. Every recommendation says why, in one sentence, before you decide.
SA
Sarah Ahmed
AI Product Director · Meridian Systems
You both work on AI-native product architecture at early stage, and she has done twice the org-scaling you're missing.
TO
Tomás Oliveira
Founder · Corvus Labs
He solved the enterprise-migration problem you described in stage 03, two years earlier and at larger scale.
Purpose
Make a network a map of professional relevance instead of a contact count.
Encoding
Ring = relevance distance. Shape = kind (circle person, square company). Fill = warm for two-way relevance, grey for one-way.
States
Empty: only you and three suggested orbits. Loading: rings draw before any node lands.
Motion
New connection — a line draws from you outward over 900ms and the node settles inward one ring. Nothing else on the map moves.
SCREENS 11 / 25Home & Ask Skilltors
Three things, not three hundred.
Home is an editorial front page with a circulation of one. One opportunity, one improvement, one relationship — the AI's judgement about today, and the confidence to leave everything else off the screen.
Skilltors/ home
HomeDiscoverIntelligenceGrowthOpportunitiesNetwork
Tuesday, 16 AugustGood morning, Nezar.
Three things deserve your attention today.
Improvement
One gap is blocking two roles
Data analytics. Three weeks of focused work moves you from 84% to 92% readiness and unlocks both held matches.
Start step one →Relationship
A founder worth meeting
Tomás Oliveira solved your stage-03 migration problem at larger scale. He's actively advising, and you have no shared connections yet.
See why →Ask Skilltors — replaces search entirely
Eleven people fit. Four are building for enterprise buyers specifically, and three of those are hiring the role you'd want.
TO0.94 relevance
Tomás OliveiraHiring
Founder, Corvus Labs — enterprise AI infrastructure, Series A, 34 people.
LK0.89 relevance
Layla KamelAdvising
Co-founder, Atlas Data — enterprise data platform, seed, 12 people.
HR0.86 relevance
Hisham Rashad
Founder, Verrix — compliance automation for banks, Series A, 51 people.
Purpose
A daily read that takes ninety seconds and always leaves you with one action.
AI behaviour
Picks exactly three items and defends each. If nothing is worth surfacing it says so rather than padding the page.
States
Empty: "Nothing has changed since Friday — here's what's still open." Error: the greeting and Ask bar always render, cards degrade alone.
Motion
Greeting masks up on load, cards stagger 80ms. Ask results type in one line at a time, at reading pace, not character by character.
SCREENS 32 / 34Recruiter search & candidate comparison
Describe the person. Not the keywords.
The recruiter side is the same conversation, pointed the other way. No boolean strings, no filter stack — a sentence, a shortlist, and a comparison that argues for one of them.
Skilltors/ hire / talent-search
SearchPipelineRolesCompare
Meridian SystemsI found 18 strong matches. Four are exceptionally aligned — and one of them isn't looking, but would move for the right scope.
| Compare | Nezar M. 94% match | Amina D. 91% match | Karim H. 88% match |
|---|---|---|---|
| Role match | |||
| Technical depth | 78 | 86 | 74 |
| Leadership | 71 | 64 | 83 |
| Communication | 88 | 72 | 79 |
| Startup experience | Zero-to-one ×2 | Seed → B | Scale-up only |
| Assessment confidence | 0.91 | 0.94 | 0.77 |
| Gaps | Enterprise SaaS | Stakeholder comms | AI systems depth |
| Availability | Open | Passive | Open |
Recommended shortlist
Take Nezar and Amina forward. Nezar is the closer fit for a role that has to sell itself internally — his communication index is the highest of the three and the scope matches what he already runs. Amina is technically deeper and would be the stronger hire if the platform work is genuinely novel, but she's passive and will need a scope conversation, not a pitch. Karim leads better than both and understands AI systems least; he'd be right for this role a year from now.
Purpose
Shortlist by capability and evidence rather than by title and keyword coincidence.
Fairness
Candidates surface on assessment evidence, never on inferred personality. Every card shows what the AI does not know.
States
Empty: query too broad — the AI asks one narrowing question. Low confidence: the row greys and says why.
Motion
Results resolve in one settle, not a stream. Changing the query re-sorts rows with FLIP so you can watch positions move.
SCREEN 36Mobile core experience
Not the desktop, narrower.
Mobile drops the spatial layout entirely. The constellation becomes a vertical sequence, the map becomes a sheet you pull up, and the AI moves to the centre of the tab bar — because on a phone, the conversation is the product.
9:41▮▮▮
Tuesday
Good morning, Nezar.
Three things deserve your attention.
Opportunity
A 93% match reached out
AI Product Lead, Meridian Systems
Improvement
One gap blocks two roles
Data analytics · 3 weeks to 92%
Relationship
A founder worth meeting
Tomás Oliveira, Corvus Labs
HomeNetworkJobsProfile
9:41▮▮▮
Stage 03 · How you think
3/8
Walk me through how you decided that was worth the risk.
ReasoningQuestion 14
Hold to speak
HomeNetworkJobsProfile
9:41▮▮▮
NM
Nezar Mansour
Product Builder × AI Strategist × Systems Thinker
Strongest designing complex products from zero to one, and connecting technology to commercial outcomes.
Technical depth78
Leadership71
Role readiness84
Learning velocity92
Pull up for the full skill graph
HomeNetworkJobsProfile
9:41▮▮▮
Opportunity
AI Product Lead
Meridian Systems · Cairo or remote
93%
match
✓ Product strategy alignment✓ AI systems experience✓ Leadership level matches△ Limited enterprise SaaS
This role owns the AI surface, not the roadmap for it — closer to how you work than the title suggests.
HomeNetworkJobsProfile
Navigation
Home · Network · AI · Jobs · Profile. The AI is the centre action, raised above the bar — it is a destination, not a helper.
Adaptation
Constellations become ranked vertical lists. The intelligence map becomes a pull-up sheet. Nothing is scaled down.
Input
Voice-first in the interview: hold to speak, release to send, transcript editable before it commits.
Motion
Sheet transitions carry the orb between screens — it never disappears and reappears, it travels.