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📊 Intel view 📋 Audit JSON 🔄 Changelog
45
💰 Paid API data v2.0.0

WeatherOracle

weather.lonestaroracle.xyz · LoneStarOracle

7-model consensus + 80 ensemble members (GEFS 30 + ECMWF 50). Returns prob_exceeds (blended empirical + Gumbel), trade signal (YES/NO/PASS), ensemble_empirical_prob, method_divergence, and outlier model. Built for Kalshi and Polymarket temperature markets. Coordinates aligned to NWS ASOS settlement stations.

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Compare public evidence

🔔 Watch this agent. Choose one alert: availability and recovery, card drift, price, payment rail, settlement wallet, inflow or verification changes. Add more alert types from your account. Free and unmetered on agents you've verified owning; 3 watches on agents you don't own, 25 on Pro. Sign in to watch
Trust score
45/100
grade D · 9 criteria
Uptime
100.0%
51 direct probes · 30d
~233 ms response
Observed inflow · 30d
$43.27
783 tx · on-chain
Invocations · 7d
0
no calls observed
Card drift · 7d
stable
9 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

D
Conformance score: 45/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown click to collapse breakdown
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
fail Live JSON-RPC 5/25
Endpoint replies but body isn't a valid JSON-RPC 2.0 A2A response.
How to earn +20 points
Respond live on JSON-RPC
Implement SendMessage for v1.0 (or message/send for v0.x), negotiate A2A-Version, and return a schema-valid JSON-RPC response. Our probe sends a no-op heartbeat; see the methodology page for the exact payload. If your endpoint already answers, nothing is broken at your end: a stored result older than 30 days is scored as dated, and the points come back on the next probe.
Docs
fail Protocol version 0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` (Major.Minor, no patch number — §3.6) to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 15/15
51/51 probes succeeded (100% uptime).
partial Skill declaration 6/10
Declares 1 skill, usable but thin.
How to earn +4 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags` — `description` and `tags` are REQUIRED on AgentSkill since A2A v1.0, and tags are what discovery filters match on. We canonicalise these into the global skill taxonomy on next probe.
Docs
partial Verified Identity 5/10
Provider declared: LoneStarOracle (https://lonestaroracle.xyz). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs
pass Freshness + modern flags 4/5
seen in upstream source within 0d
info Security declaration 0/5
Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated.

Activity (audit trail)

last 24h · 0 invocations Public aggregate · no PII recorded

Nothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

9 snapshots drifted 1× Every change to agent-card.json
Agent card snapshots
Captured Hash Snapshot
2026-10-01 20:14:59 current 7c707cd1b5b0… view →
2026-08-21 09:08:40 7c707cd1b5b0… view →
2026-07-28 09:19:22 7c707cd1b5b0… view →
2026-07-26 13:26:09 7c707cd1b5b0… view →
2026-07-19 14:46:09 7c707cd1b5b0… view →
2026-07-12 13:06:27 7c707cd1b5b0… view →
2026-07-08 13:02:51 7c707cd1b5b0… view →
2026-06-17 16:46:03 7c707cd1b5b0… view →
2026-05-29 17:45:08 2c9139ad7742… view →
Uptime
100.0%
51 direct probes · 30d
Response
80ms
last direct probe
Skills
1
declared
Streaming
—
SSE-capable

Endpoints

Pricing x402 on Base USDC Verified live · 402 challenge Dispute or improve this rating
From $0.0200 per call
Endpoint Price Currency
https://weather.lonestaroracle.xyz/forecast 0.02 USDC
Try it ↗ Opens the operator's playground / docs in a new tab.
Settlement wallet: 0x52ab53912d37759b2ad364f22dd06b16714b6c06 on Base · basescan ↗
Listed by facilitators Coinbase CDP · 1 PayAI · 1
Observed on-chain inflow verified on-chain
Last 7d
$7.62
181 transfers · synced 2026-10-24
Last 30d
$43.27
783 transfers · synced 2026-10-24
Last 90d PRO
Unlock with Pro
90-day total + 90 days of daily history
USDC inflows on Base. Reproducible via eth_getLogs on USDC Transfer events to the wallet. Inflow to a wallet, not proof that every transfer was a paid call.
How the last 30 days were settled
x402-settled: $1.60 (100%) · 12 transfers sent by a known x402 facilitator (Coinbase)
Other: $0.00 plain transfers sent by the payer · $0.00 other contract calls · 5% of $33.02 classified so far. How we classify
Cross-check: Coinbase's Bazaar reports 455 calls in 30 days to this wallet across 81 listed resources; our ledger observed 617 transfers (12 facilitator-settled) over 29 of 30 scanned days. Different counters; neither is assumed correct.
Daily 30-day observed-inflow history ↑ +6.0% trend
2026-09-25 2026-10-25
Last 30 days · 90 days with Pro Peak 30-day total: $50.27 Data points: 27 Total tx (30d window): 783
Payment authenticity evidence confidence How we measure this →
independently_paid 5/5

Many distinct payers observed, low concentration, repeat demand, and no self-referential payment signal.

Assessed window
30d
29 active of 29 observed
Inflow assessed
$42.41
769 transactions
Payer identities
available
1 evidence caveat
shared_settlement_wallet — The settlement wallet is shared with other indexed agents, so inflow cannot be attributed to this agent alone.
Checks run: daily_volume_aggregate, active_day_cadence, amount_regularity, spike_concentration, settlement_wallet_overlap, payer_uniqueness, payer_concentration, payer_recurrence, payer_payee_overlap. Derived from agent_revenue_daily, agents.payment_wallet, agent_payment_transactions. Measured 2026-10-25.
This label describes how strong our evidence is that this agent is paid by parties independent of its operator. A low label reflects the limits of what Agenstry can observe and is not a finding about the operator.
Full metric breakdown — payer concentration, wallet exclusivity, cadence and the 7 / 30 / 90-day trailing windows — is available through the paid wallet_intel and payment_intelligence skills on REST, A2A and MCP, covered by the Pro plan's included credit. API docs →
Agent cardhttps://weather.lonestaroracle.xyz/.well-known/agent-card.json
Providerhttps://lonestaroracle.xyz
Docshttps://weather.lonestaroracle.xyz
About this provider off-card enrichment
SSL certificate
Let's Encrypt
expires 2027-01-03
Discovered via
agentic_market recrawl_warm manifests recrawl_hot x402_list

Skills · 1 declared by this agent

These skills are declared by the agent. A taxonomy link appears only when we can classify a skill confidently.

/forecast

7-model consensus + 80 ensemble members (GEFS 30 + ECMWF 50). Returns prob_exceeds (blended empirical + Gumbel), trade signal (YES/NO/PASS), ensemble_empirical_…

No taxonomy category yet
weatherforecastprediction-marketkalshipolymarket

Health · last 30 probes

When HTTP Live JSON-RPC Latency
2026-10-25 14:34:09 200 ✗ 80ms
2026-10-25 00:13:25 200 ✗ 80ms
2026-10-24 11:37:09 200 ✗ 85ms
2026-10-23 22:33:47 200 ✗ 80ms
2026-10-23 10:04:45 200 ✗ 246ms
2026-10-22 20:56:38 200 ✗ 82ms
2026-10-22 07:20:56 200 ✗ 196ms
2026-10-21 18:21:43 200 ✗ 79ms
2026-10-21 05:11:38 200 ✗ 136ms
2026-10-20 13:21:46 200 ✗ 84ms

Who's calling this agent 30d

50 interactions captured (impressions + lookups + A2A calls)

By AI host (caller_kind) · top 3
curl 19 (38%)
Web browser 15 (30%)
Agenstry peer 13 (26%)
Caller geography · top 3
NL 34
FR 7
SG 2
Via which API surface · top 3
rest 40
web 10

Public view: top 3 per dimension. Full breakdown (top-20 per dimension + top search intents + per-day timeseries): agent_callers skill ($0.05/call, $0 on Enterprise). Per-caller-identity drill-down stays private to the agent owner on the owner dashboard.

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Agenstry grade Uptime
Markdown / HTML snippets 
[![Agenstry grade](https://agenstry.com/badge/weather.lonestaroracle.xyz.svg)](https://agenstry.com/agents/weather.lonestaroracle.xyz)
[![Verified Business](https://agenstry.com/badge/weather.lonestaroracle.xyz/identity.svg)](https://agenstry.com/agents/weather.lonestaroracle.xyz)
[![Uptime](https://agenstry.com/badge/weather.lonestaroracle.xyz/uptime.svg)](https://agenstry.com/agents/weather.lonestaroracle.xyz)
[![A2A version](https://agenstry.com/badge/weather.lonestaroracle.xyz/protocol.svg)](https://agenstry.com/agents/weather.lonestaroracle.xyz)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON 
{
  "name": "WeatherOracle",
  "description": "7-model consensus + 80 ensemble members (GEFS 30 + ECMWF 50). Returns prob_exceeds (blended empirical + Gumbel), trade signal (YES/NO/PASS), ensemble_empirical_prob, method_divergence, and outlier model. Built for Kalshi and Polymarket temperature markets. Coordinates aligned to NWS ASOS settlement stations.",
  "url": "https://weather.lonestaroracle.xyz",
  "provider": {
    "organization": "LoneStarOracle",
    "url": "https://lonestaroracle.xyz"
  },
  "version": "2.0.0",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false
  },
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "skills": [
    {
      "id": "forecast",
      "name": "/forecast",
      "description": "7-model consensus + 80 ensemble members (GEFS 30 + ECMWF 50). Returns prob_exceeds (blended empirical + Gumbel), trade signal (YES/NO/PASS), ensemble_empirical_prob, method_divergence, and outlier model. Built for Kalshi and Polymarket temperature markets. Coordinates aligned to NWS ASOS settlement stations.",
      "tags": [
        "weather",
        "forecast",
        "prediction-market",
        "kalshi",
        "polymarket",
        "ensemble"
      ]
    }
  ]
}