SYLPHOLD · TQ — Human-AI Collaboration Intelligence

TQ Gym · Choose a mode

Where would you like to begin?

TQ Gym is free and unlimited — train from easy to hard, as many times as you like. Gym scores are practice results, not official certification.

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Level 1 · Free · Unlimited

TQ Gym

Practice any of the Gym tasks in a graded sequence from easy → hard. Endless retakes. Instant grading.

Easy → HardUnlimitedPractice

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Level 2 · Certified · Paid

Online Certified

Controlled, adaptive assessment from the online pool. Produces a Certified Online TQ with on-chain attestation.

AdaptiveTimedCertified

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Level 3 · Verified · Proctored

Offline Verified

Highest-difficulty, identity-verified assessment from an independent secure pool. Produces the Verified TQ credential.

ProctoredIdentityVerified

No popups — just pick a mode and go. Your progress is saved on this device.

How TQ Works

Three levels, one coherent system

LEVEL 1 — TQ GYM

Free, unlimited practice. The easiest assessment environment. Teaches you HOW to collaborate with AI. Gym scores are not official certification scores.

LEVEL 2 — ONLINE CERTIFIED

Controlled, paid, adaptive assessment. Multi-step tasks, verification requirements, decision tradeoffs. Produces a Certified Online TQ.

LEVEL 3 — OFFLINE VERIFIED

Highest-difficulty, proctored, identity-verified assessment from an independent secure item pool. Produces the highest-trust Verified TQ credential.

The progression

PLAY → PRACTICE → IMPROVE → CERTIFY → VERIFY → SHARE

I

Articulate

You receive a real task. Write the one prompt, evaluate the AI output, verify claims, or make a decision — the way you actually would with AI.

II

Get Graded

Coverage × Originality × Form × Dimension integrity, with an optional AI semantic judge. Not a single LLM "0–100".

III

Build & Prove

See your skill vector, confidence, and percentile. Complete your TQ Passport across Gym → Online → Offline and earn a verified, on-chain credential.

TQ Passport · The three-stage credential

Your TQ Passport

One identity across online and offline activity. Complete all three stages to earn the full TQ Passport and the Verified Badge. History is never overwritten.

①/②/③

📗 Passport model: three primary stages — GYM (practice) · ONLINE (certified) · OFFLINE (verified). Scores are never merged or averaged; each stage keeps its own distinct result. Certification results are attested on-chain.

Create your TQ Identity

One identity for online, offline, credentials, certificates, and history. A TQ Identity is created automatically on your first practice — this step is optional and lets you set a display name.

Already have a TQID?

Practice TQ · Unverified

Your TQ Gym Dashboard

Gym scores are a legitimate measurement inside the training environment — they are not official certification scores.

Your TQ

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Current Practice

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Personal Best

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Average

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Total Attempts

TQ Improvement

Skill Profile

Your Biggest Opportunity

TQ GAP

TQ Coach · TQ Pro

Personalized Training

The coach analyzes your practice history, skill profile, mistakes, improvement trend, and TQ Gap — then produces a plan. It never exposes hidden chain-of-thought.

Loading your training analysis…

Daily Challenge · Free · No payment

Today's TQ Challenge

Verification— participants

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Your response

Certification · Online & Offline

Certification Center

Online is a controlled, paid, adaptive assessment producing a Certified Online TQ. Offline is proctored, identity-verified, highest-difficulty, producing the Verified TQ credential.

ONLINE · CERTIFIED TQ

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Status: —

OFFLINE · VERIFIED TQ

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Status: —

Online Certification

Adaptive · multi-step tasks · anti-cheating · paid. Payment is not identity. Repeated purchases allowed. Historical records preserved.

Offline Verified Certification

Book an appointment · identity verified by proctor · high-difficulty adaptive assessment from an independent secure pool · highest-trust credential.

🔒 Local demo: both certifications simulated on-device. Production:

CertificationEntitlement → Attempt → ProctorSession → server evaluation → Credential → Certificate → BlockchainAttestation

. Timer is server-authoritative with auto-submit.

TQ Passport · Credential Portability

Your Unified TQ Passport

Three distinct results — never merged or averaged.

TQ Identity—

Gym · Personal Best—

Online · Certified TQ—

Offline · Verified TQ—

Credentials0

Badges0

Blockchain Attestations0

Career Profile · Show how you work with AI

TQ Career Profile

Name / Handle—

Verified TQ—

Level—

Credentials0

Blockchain Verified✓

Credential · Measure · Verify · Empower

TQ Certificate of Certification

Your official SYLPHOLD credential in the heraldic seal style. Embeds the certification seal, on-chain attestation reference, and a verification code. Use "Download / Print PDF" to save it as a landscape PDF.

TQ

SYLPHOLD

Certification · Measure · Verify · Empower

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CERTIFICATE OF CERTIFICATION

This is to certify that

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S. Aurelia

Registrar · Sylphold

Verify

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Date of Issue

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🖨️ PDF: the print surface is rendered into an isolated frame that waits for the seal image + fonts to load before opening the print dialog — choose "Save as PDF" (landscape) in the dialog. On-chain attestation reference is printed on the credential for public verification.

TQ for Organizations · Aggregate Analytics

Enterprise Dashboard

Understand and develop Human-AI Collaboration Intelligence across your workforce. Reporting is aggregate by default — individual data is only shown when a least-privilege role authorizes it.

Adoption & Engagement

Weekly active rate vs enrolled seats — the leading indicator. Engagement decay precedes contract non-renewal by 6–9 months.

Weekly active rate Assessment completion Certification pass rate

Seat Utilization

Share of purchased seats active in the period. Accounts under 50% at renewal are churn risks.

Active seatsPurchased seats

Skill Distribution vs Benchmark

Mean domain score (0–100) vs external benchmark. Red = below market.

Certification Funnel

Enrolled → first assessment → certified → verified.

Department Scorecard

Click a row to drill in. Sorted by average TQ.

Dept	Head	Part.	Avg TQ	Δ

Program Health & Next-Best Actions

Threshold-based alerts generated from the current filter. Each maps to an owner and action.

Status	Signal	Owner	Recommended action

Individual Members Restricted

Least-privilege: individual scores are masked unless your role includes member:read_pii and the reveal toggle is on.

Member	Dept	Role	TQ	Cert	Last active

🏢 Demo: org data is a seeded synthetic population (deterministic per org) clearly marked as demo. Production: Organization → OrganizationMember → OrganizationAssessment → aggregate analytics with least-privilege roles, row-level security, and a member:read_pii scope gate. Metrics (WAU, utilization, funnel, retention) are computed from the seeded event stream, not hard-coded.

Admin · Growth · Psychometrics · Config

Admin Panel

Activation & Conversion Funnel

Identity → first practice → certified → paid. Conversion rates between stages.

Retention (cohort)

Share of an identity cohort active N days after first practice. Leading indicator of paid conversion.

Engagement

DAU / WAU / MAU computed from the local event stream.

Revenue (demo)

MRR, ARPU, trial→paid conversion from seeded subscriptions.

Assessment Integrity

Anti-cheat signals across certification attempts.

Psychometric Layer · live calibration

Cronbach's α (internal consistency), item discrimination D = p_upper − p_lower (top/bottom 27%), and evaluator agreement. Computed from real attempts where ≥3 exist; otherwise flagged insufficient data. Benchmarks: α > .70 acceptable · D ≥ .40 excellent · below .20 poor.

Domain	n	α	Discrim. D	Grade

Evaluator Agreement (Krippendorff-style)

Rule-evaluator vs AI-judge agreement on coverage. Higher = more trustworthy scoring.

Item Difficulty vs Discrimination

Each point is a task; x = difficulty (pass rate), y = discrimination. Healthy items sit top-left of the diagonal. Red = flagged for review.

Feature Flags

Runtime config — toggling takes effect immediately.

⚙️ Demo: metrics computed from local data + seeded synthetic cohort. Production: PostgreSQL + analytics events (DAU/WAU/MAU, retention, conversion funnels) + subscription webhooks + scheduled psychometric calibration jobs (α, IRT calibration, DIF checks).

Task 1 of 3

🧭 PlanningGym · Practice

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Your prompt — the only thing the AI will see

Tokens 0 Density 1.000 Token consumption is an operational metric, not the TQ score.

Instant local grading · AI response loads live

Assessment Complete

Your TQ Skill Profile

Certified by Sylphold

Overall TQ —

Tier —

Confidence —

Record —

The Ladder

Practice Leaderboard

Your best run is saved on this device. Public leaderboards show a pseudonym/handle, not a legal name, unless consent allows.

#	Handle	Top Skill	TQ	Tier

FAQ

Honest Answers

Is TQ an IQ test?

No. TQ measures human-AI collaboration intelligence. It does not claim to be a general intelligence measure.

Is TQ scientifically validated?

It is designed to measure a construct and is experimental until psychometric validation (reliability, discrimination, validity) exists. This demo shows the architecture for that research.

Is Gym score the same as certified?

No. Gym is practice. Online is certified. Offline is verified. They are three distinct results — never merged or averaged.

Is using AI cheating?

No. TQ measures how well a human collaborates with AI — using AI is the point. Verified TQ adds identity and assessment-integrity controls.

How well do you work with AI?