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SKWKY Labs

SKWKY isn't an AI wrapper.
It's an intelligent engine.

A real-time conversational intelligence system that listens, scores, predicts, and intervenes — purpose-built for the hardest conversations between two people.

The unified engine

One system. Six dimensions. Four diagnostic layers.

Most conversation tools rely on a single signal — sentiment, tone, keywords. SKWKY runs on six at once, cross-referenced through four diagnostic layers, in real time, message by message. The mediator, the scoring, and the predictive metrics aren't separate features. They're one engine.

The six dimensions

What the engine measures.

Six tracked dimensions, scored continuously across every exchange. None can be faked with politeness. All have to be earned.

01

Regulation

How calmly each person is holding the moment.

02

Emotional Awareness

Whether feelings are being named, not just acted out.

03

Alliance

The sense that you're on the same side of the table.

04

Movement

Whether the conversation is actually going somewhere.

05

Engagement

Whether both people are still in the room.

06

Repair

Actively mending after a misstep — what makes hard conversations actually work.

→ These six dimensions feed a single number — the Emotional Readiness Score (ERS) — between 0 and 1. Medium ERS (0.45–0.60) is the normal state of a real conversation. High ERS (≥0.80) has to be earned.

The diagnostic layers

Beyond the score: four lenses on every conversation.

The score tells you what is happening. These four layers tell you what's coming, what kind of conversation you're really in, and what's at risk.

Layer · 01

Candles

Short-term momentum.

Reads the energy of the last few exchanges to flag when the conversation is shifting — even before the score moves.

Layer · 02

Regime

Conversation classification.

Identifies the kind of conversation you're in: Calm, Constructive, Repair, Withdrawal, Oscillation, Steady Breakdown — and adapts the engine's reading accordingly.

2% 14% 38%
Layer · 03

Risk

Predictive forecasting.

Estimates the probability of rupture, fragile repair, and disengagement in real time — so the mediator can step in before, not after.

Layer · 04

Shapes

Structural pattern recognition.

Detects deeper patterns — U-shapes, plateaus, oscillations — that reveal what's really happening over the arc of a conversation, not just at any single moment.

Real-time intervention

The mediator picks its moments.

The AI mediator doesn't moderate every message. It watches the engine: score, candles, regime, and risk. It intervenes only when the conversation needs help. Each intervention is fresh, contextual, and directional, quietly steering the conversation toward where it needs to go.

You picked the kids up 40 minutes late on Friday. Again.
My meeting ran over. I texted you.
You text me every time. That doesn't fix the part where they're sitting in the office waiting.
What do you want me to do, quit my job?
SKWKY MEDIATORLet's slow down for a second. Beyond the logistics — what's the part of this that's hardest for you?
It feels like I'm always the one holding the schedule. I can't be the only adult in the room.
I didn't realize it felt that big.
SKWKY MEDIATORTry saying back what you just heard, in your own words.
That carrying the schedule alone makes you feel unsupported, even when I think I'm communicating.
Yeah. That's exactly it.

↑ A real conversation flow. Two interventions in ten messages — placed where the engine detected they were needed.

Why this matters

A measured construct, not a vibe.

Every score, every classification, every risk estimate is interpretable. We can tell you exactly why a conversation is rated where it is — and what would change it. No black box. No hallucinated emotions. No vibes-based scoring.

Not sentiment analysis

"Positive" and "negative" don't capture what happens in real conflict.

Not politeness scoring

You can't fake your way to a high ERS by being nice. The engine knows the difference.

Not a black-box LLM

SKWKY is rules-first and deterministic. Every signal is interpretable. Nothing is hallucinated.

Not therapy

SKWKY is a structured conversational space — not a clinical tool, and not a replacement for one.

What it is

A measured construct, calibrated against real conflict.

SKWKY's ERS is built on six tracked dimensions, weighted across structured signals, cross-referenced through four diagnostic layers. Strong moments shift the score meaningfully — but no single phrase distorts the trajectory. High scores have to be earned.

Want to dig deeper?

We'll walk you through the engine, the architecture, and what we're building next.

Get the technical briefing
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