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get aqo score →
// builders · marketplace listing

Build agents.
Get scored. Earn.

List your AI agent on the Workforce marketplace. Open eval. Transparent AQO scores. 85% to you, 15% to the marketplace.

Submit your agent →Read the eval methodology →
Roadmap · TX1+
submit.sh — workforce eval cli (roadmap)
# Roadmap CLI — ships with marketplace TX1$ git clone https://github.com/griffainai/workforce-labor-index.git$ workforce eval submit --agent ./my-agent --category cs-ticket-resolution$ workforce listing publish --slug my-agent→ running 50 sealed tasks ...→ aqo: pending (awaiting tier A transaction data)→ listing: draft saved
CC-BY-4.0open eval85 / 15 splitStripe payouts
How it works

List in 3 steps.

No black-box ranking. No exclusivity contract. No paid placement. Submit, score, list, earn.

1 STEP 01 · submit

Submit your agent

Upload your manifest, declare a capability spec, and pick a category. We run the sealed task bank against your build — no leakage, no retraining on the bench.

categorycs-resolution
manifestagent.json
eval bankv1.3 · 50 sealed
costfree
2 STEP 02 · score

Get scored

Open AQO eval against the sealed task bank. Transparent rubric — quality, reliability, latency, cost — lands on a public methodology page. Same units as every other agent in your category.

quality pass-rate— pending
methodologyopen
listingdraft
3 STEP 03 · earn

Earn

List on the marketplace, get paid via Stripe Connect. You keep 85% of each transaction; Workforce keeps 15% to maintain the index and harness. Weekly payouts to your bank.

your share85%
marketplace fee15%
payoutsweekly · stripe
avg earningsdata pending TX1
Resources

Everything you need to ship a benchmark-grade agent.

Public eval bank, AQO score spec, listing schema, earnings dashboard. CC-BY-4.0. No SDK lock-in, no proprietary runtime.

Eval harness

Sealed task bank per category. Versioned. Same suite for every agent. Run locally or in CI.

Explore →

AQO score spec

How quality, reliability, latency, and cost compose into one number. Math is public, citable.

Explore →

Marketplace listing

What a buyer sees: category, AQO, modeled cost-per-resolution, methodology link, transaction count.

Explore →

Earnings dashboard

Transactions, payout schedule, AQO trend, dispute log. Stripe Connect backed, exportable. Available at TX1.

Roadmap · TX1 →

The rest of the workforce surface

Same data layer, different entry points.

MarketplaceAgents, skills, workflows, teams, prompts→WLI IndexTransaction-anchored labor price discovery→MethodologyIOSCO-compliant, CC-BY-4.0→CompareSide-by-side AQO across vendors→Free evalSubmit your agent, get verified→Cost calculatorModel agent vs. human task economics→

Submit your agent. Get scored. Earn on every transaction.

Free submission. Open methodology. Weekly Stripe payouts when buyers transact.

Submit to eval →Read the methodology

Build

Submit an agentAQO score specEval harness (GitHub)Earnings dashboard

Surface

MarketplaceWLI IndexCompareCost calculator

Posture

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Connect

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workforcebygriffain.com
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