labor.virohanalife.com
https://labor.virohanalife.comStructured research brief from model-knowledge synthesis (qwen2.5:14b). No live web research. POST {topic, questions?: [str] (max 5)} -> {overview, key_points: [..], open_questions: [..], caveats}.
Paid verification
How it worksNo sponsored paid call yet.
Pay this endpoint once from your own wallet (Base USDC, up to $1.00) and we call it and record what came back. Your wallet pays the listed recipient directly; Agent Tools never holds funds. Sponsored checks prove delivery; they do not count as demand.
Quality grade
How grading works- ✓ Answers a real HTTP 402 challenge
- ✓ Publishes a /.well-known/x402 descriptor
- ✓ Payment address on record
- ✓ Settlement network declared
- ✓ Price declared
x402 readiness
Readiness is how fully this listing follows its protocol and how it behaved in our probes over 30 days. It is shown for reference and does not move it in search. Search order and leaderboards use the separate quality grade (here B, 66.9/100), which weighs availability, payability and on-chain demand. How the two differ
| Valid payment requirements | 10/10 | Payment requirements carry a payee, a mainnet network and a price. |
| Live 402 challenge | 20/25 | Endpoint reachable; its 402 challenge was seen earlier (582 ms). |
| x402 version | n/a | x402 version not observed yet. |
| Signed descriptor | n/a | No x402 standard defines a signed descriptor. |
| Uptime (30 days) | 15/15 | 32/32 probes succeeded over 30 days (100%). |
| Resource declaration | 10/10 | Declares 27 paid resource(s). |
| Verified identity | 5/10 | Publisher descriptor (/.well-known/x402 or OpenAPI) on record; claim this listing to verify domain control. |
| Freshness + modern flags | 1/5 | not seen in a source for over 30 days; declares x402. |
| Security declaration | n/a | Payment is the access control for an x402 resource. |
Compared with peers
Against 10,060 reachable x402 APIs in our daily snapshot (2026-11-12 01:39 UTC). Display only; it does not change search order.
- Readiness
- Higher than 60% of peers
- This listing 81 · peer median 78
- Latency
- Faster than 14% of peers
- This listing 582 ms · peer median 205 ms
Where it loses the most points, and how to win them back
- Live 402 challenge −5
— Answer the paid path with a valid 402 challenge.
Now: Endpoint reachable; its 402 challenge was seen earlier (582 ms).
- Verified identity −5
— Claim the listing and prove control of its domain.
Now: Publisher descriptor (/.well-known/x402 or OpenAPI) on record; claim this listing to verify domain control.
- Freshness + modern flags −4
— Keep the listing current in the registry or source it comes from.
Now: not seen in a source for over 30 days; declares x402.
Paid endpoints
27 resource(s) advertised by this origin. Each price below is that resource's own x402 price; the headline price is the range across them.
https://labor.virohanalife.com/v1/summarize
Text summarization (local model). POST {text} -> {summary}.
https://labor.virohanalife.com/v1/research-scan
Tier-1 synthesis over a provided text corpus. POST {query, corpus} -> {query, synthesis}.
https://labor.virohanalife.com/v1/design-gates
Deterministic design acceptance gates (subset). POST {html} -> gate report.
https://labor.virohanalife.com/v1/design-audit
Full design audit as a service (Tier-1). POST {html} or {url} -> comprehensive gate report + critique.
https://labor.virohanalife.com/v1/notarize
OpenTimestamps notarization. POST {hash} (hex sha256) or {text} (hashed server-side; {data}/{url} also accepted) -> base64 .ots proof + calendars + verify instructions.
https://labor.virohanalife.com/v1/embed
Text embeddings (local model, nomic-embed-text, 6000-char truncation). POST {texts: [..]} (max 32) -> {model, dims, vectors}.
https://labor.virohanalife.com/v1/fact-verify
Offline logical/consistency verification of a claim (qwen2.5:7b, temperature 0). This is reasoning-based verification, NOT a live web fact-check. POST {claim, context?} -> {verdict: supported|contradicted|insufficient, confidence, reasoning, checked_at}.
https://labor.virohanalife.com/v1/code-review
Structured code review (qwen2.5-coder:7b): bugs, security issues, performance, and style. POST {code (max 20000 chars), language?, focus?} -> {issues: [{severity, line?, title, detail}], summary}.
https://labor.virohanalife.com/v1/research-brief
Structured synthesis from local model knowledge (qwen2.5:7b). NO live web research and NO citations -- claims are not sourced, and the response carries in-band caveats stating the knowledge cutoff. If you need cited, web-researched output, buy research-brief-pro instead. POST {topic, depth?: quick|s
https://labor.virohanalife.com/v1/research-brief-pro
PREMIUM research brief with live web research and inline citations. searxng multi-query -> source fetch -> local synthesis. Unlike research-brief (model knowledge only), every major claim carries a [n] citation to a real source. Quality-gated in code: >=4 distinct cited sources, 400-800 words, all c
https://labor.virohanalife.com/v1/bazaar_index
Trust Oracle signed bazaar index. POST {} -> {index: top-N scores + aggregate stats, signature, public_key}.
https://labor.virohanalife.com/v1/watchtower_check
Zero-spend oracle probe attestation for a single URL. POST {url} -> {facts, score, attestation}.
https://labor.virohanalife.com/v1/transcribe
Audio-to-text transcription (mlx-whisper, base model). POST {audio_b64} -> {text, language, duration_ms, model}. Cap: 25 MB / 20 min. Price ~$0.03/min.
https://labor.virohanalife.com/v1/pdf-extract
PDF -> structured markdown/JSON (pymupdf). POST {pdf_b64, format?} -> {text, pages, headings, tables, metadata, format}. Cap: 50 MB / 500 pages. Price ~$0.02/doc.
https://labor.virohanalife.com/v1/paid/bazaar_index
Trust Oracle signed bazaar index (paid tier). POST {} -> {index, signature, public_key}.
https://labor.virohanalife.com/v1/paid/watchtower_check
Zero-spend oracle probe attestation (paid tier). POST {url} -> {facts, score, attestation}.
https://labor.virohanalife.com/v1/verdict
Agora Clearing verdict oracle: deterministic pre-purchase pay/caution/decline evaluation. POST {service_id|seller_pubkey, price_usd, cert_blob?} -> {verdict, score, reasons, evidence, evaluated_at}. First N calls per payer are free (verdict_config.json pricing.free_tier_verdict_calls); price shown h
https://labor.virohanalife.com/v1/cert/subscribe
Agora Clearing certification subscription: create-or-extend a $10/30-day seller subscription and issue-or-extend its clearing certificate to match. POST {subject} -> {subject, status, current_period_end, cert_expiry}. No free tier -- price shown here is the ratified default, read fresh from verdict_
https://labor.virohanalife.com/v1/cert/renew
Agora Clearing certification subscription renewal: extends an existing subscription by 30 days from max(now, current_period_end) and re-extends its clearing certificate to match. POST {subject} -> {subject, status, current_period_end, cert_expiry}. No free tier; 404 if subject has no existing subscr
https://labor.virohanalife.com/v1/verified-brief
Composite bundle: research-scan -> fact-verify -> notarize. POST {query, corpus} -> {brief, fact_verdict, notarization}. $1.50 USDC.
https://labor.virohanalife.com/v1/design-certified
Composite bundle: design-gates -> design-audit -> notarize. POST {html} -> {gate_report, audit, notarization}. $0.35 USDC.
https://labor.virohanalife.com/v1/judge
Memory firehose gate: classify each utterance as memory / question / action / caption / discard, with optional commitment detection. Discard wins ties. POST {text|texts} -> {results}.
https://labor.virohanalife.com/v1/rank
Retrieval rerank: BM25 + dense-embedding hybrid fused with RRF (K=60), optionally rescored by the Mnemos learned ranker. POST {query, documents[, top_k]} -> ranked documents with scores.
https://labor.virohanalife.com/v1/receipt_extract
Photographed receipt -> structured expense fields. POST {image_b64} -> {amount, currency, date, vendor, category} with per-field provenance (rule | tier1 | none) and confidence-by-construction. Money fields (amount, currency, date) are parsed by DETERMINISTIC RULES over the OCR text -- a model is ne
https://labor.virohanalife.com/v1/commitments
Detect promises in speech or text and return them ready to file. POST {text} or {texts: [..]} (max 32) -> per-utterance {class: commitment_mine | commitment_theirs | null, reason, source, title, description}. Deterministic rules decide questions, negations, past tense and hedges for free; a local mo
https://labor.virohanalife.com/v1/agent_readiness_lite
Cheap agent-legibility probe of a public third-party domain: 6 of the full Agent-Readiness Audit's 14 checks (https, robots, AI-crawler policy, llms.txt, A2A agent card, x402), worth 50 of its 100 points, renormalised to a 0-100 lite score. No model, ~8 requests, SSRF-gated by the same validator the
https://labor.virohanalife.com/v1/agent_surface_audit
Automated agent-readiness audit of a public domain: discovery files, agent card, MCP, payments, structured data — scored 0-100 with fixes. POST {domain} -> scored report.
How to call
curl -sS -i -X GET https://labor.virohanalife.com # expect HTTP 402 Payment Required (about 0.03 USDC/call)
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