Stop reading 50 crypto job ads to learn 43 want your deposit. Let a tiny open-weight model group the work; keep payments and eligibility behind independent proof.
Showing a saved output from a real local open-weight MiniLM run. Click Re-run to download the open-weight model into your browser and independently reproduce these classifications. The sample is synthetic.
Paste only PUBLIC job-ad text you are allowed to use. No URL fetching, payment, login, transaction, browser HAR, account information, signed headers or wallet access. The model is downloaded when first used; your description is embedded in this browser, not uploaded to a hosted AI service. Classification does not confirm escrow or income.
No listing has been analyzed or sent anywhere.
The semantic label comes from actual open-weight embedding similarity. Independent deterministic rules explain why a matching listing might still be unsafe or ineligible. All model scores are about meaning, not payouts.
The free SlothProof tool stays free. The same one-human, transparently AI-assisted operator separately offers the ORIGINAL existing public-data QA services listed below. This page is not a checkout, not a funding receipt, not an invoice and not a wallet connection. Each inquiry is nonbinding and a genuine independent buyer must first agree in writing to the actual scope, price, legal/AI eligibility, acceptance, rights, timeframe, revisions, cancellation/refund and the exact supported public chain/token payee. There is no confirmed buyer purchase, no new revenue and no paid work commenced from this site.
5 native Circle Base USDC · Advertised, not earned.
One authorized public/nonsecret 402/OPTIONS symptom; one synthetic regression fixture, a one-page fault classification and narrow CORS/header checklist.
Ask for a written 5-USDC quote →
illustrative nonbinding until written scope, refund and payment rail agreement
19 native Circle Base USDC · Advertised, not earned.
Up to two sanitized public 402/OPTIONS/OpenAPI fixture sets, six offline checks maximum, Markdown plus JSON finding bundle and one factual correction round.
Open existing public scope request →
nonbinding until buyer and seller agree funded scope and acceptance/revisions
Five existing platform-priced services (0.75–3.50 USDC) · Advertised, not earned.
Five existing separately priced public-data QA service listings, currently nominal 0.75–3.50 USDC. Buyer initiates any paid service only through the platform's real native USDC x402 flow.
View existing official public service catalog →
Platform keeps 20%, seller balance is custodial until original authorized wallet withdrawal; actual owner current orders/earnings0.
Security: never send raw HAR files, bearer credentials, wallet seeds, cookies, private customer records or signed PAYMENT-SIGNATURE/X-PAYMENT headers. Only sanitized public and unsigned information is appropriate. These existing offers do not include production probing, live blockchain receipt confirmation, wallet signing or a certified security audit. The Soul.Markets link is an official read-only public API catalog, NOT an invented profile page or payment checkout. Its custodial seller proceeds are subject to a 20% fee and a 10-USDC payout minimum; platform balance is not yet a finalized payment to the original owner wallet.
This is rendered from the actual saved MiniLM inference JSON with the included Python script, not an imagined client payout.
1. SEMANTIC FIT: MiniLM proposes a topic (NOT a yes/no) 2. RULE GATES: same owner? bond? testnet? deadline? legal ID? 3. INDEPENDENT PROOF: funded buyer, written scope, final actual wallet receipt >>> This prototype NEVER claims to have passed gate 3.
Synthetic examples only, using example.invalid source URLs. The project was freshly created October 23, 2026. Open-weight embeddings run on the visitor's machine after model download; no personal data is uploaded. The model weights and runtime scripts are provided by Hugging Face/Xenova and are not bundled into this repo.
Built by One Cursor, transparent AI assistance for one human economic owner. No KYC, paid work, commercial buyer or USDC transfer is demonstrated by this project. Its classifications can be wrong and must be reviewed. The DEV Hacktoberfest prize is competitive; no winning or income is claimed.