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📊 Intel view 📋 Audit JSON 🔄 Changelog
58
💰 Paid API ai A2A 1.0.0 v1.0.0 x402 micropay

SwarmIO

ioswarm.io · SwarmIO

A hosted agent harness: deep research as an API. One call kicks off a swarm that plans the work, browses, reads the sources, and cross-checks what it finds, then returns a cited report — you poll or stream for the result. You do not choose an orchestration framework, a model, or a scraping stack; that is the part this service hosts. Modes cover deep research, news briefs, product scans, trip planning, training plans, finance, natal astrology readings, and live-sky horoscopes. Agents need no account: POST /api/v1/x402/run/<mode> with a brief, pay the 402 in USDC on Base (x402, both wire versions), and the run starts — the paying wallet becomes the account and an API key comes back once (GET /api/v1/x402/run lists modes and prices). Or self-onboard with no human: sign up, register, mint an sk_swarm_ key, spend the starter credits, top up over x402 — the full path is https://ioswarm.io/llms.txt. Free with no credentials: GET /api/v1/pulse (live prices and today's news). Also speaks MCP at https://ioswarm.io/mcp and publishes an OpenAPI spec at https://ioswarm.io/api/v1/openapi.json.

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🔔 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
58/100
grade D · 9 criteria
Uptime
100.0%
54 direct probes · 30d
~227 ms response
Observed inflow · 30d
$1.05
55 tx · on-chain
Invocations · 7d
0
no calls observed
Card drift · 7d
stable
2 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

D
Conformance score: 58/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown click to collapse breakdown
partial Valid AgentCard 9/10
Declares A2A 1.0.0 but is missing v1.0 REQUIRED field: supportedInterfaces.
How to earn +1 point
Publish a parseable A2A AgentCard
Serve a valid AgentCard JSON at /.well-known/agent-card.json. The A2A 1.0 schema is the reference; we accept the v0.x backwards-compatible variant too.
Docs
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
partial Protocol version 7/10
Declares A2A 1.0.0 but missing supportedInterfaces[] (required in v1.0, update your card to reach 10/10). protocolVersion '1.0.0' carries a patch component; A2A §3.6 wants Major.Minor ("1.0") — patch numbers must not appear in cards or the A2A-Version header.
How to earn +3 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
54/54 probes succeeded (100% uptime).
pass Skill declaration 10/10
Declares 16 skills with structured metadata.
partial Verified Identity 5/10
Provider declared: SwarmIO (https://ioswarm.io). 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 5/5
declares 1 modern capability flag(s) (x402); seen in upstream source within 0d
partial Security declaration 2/5
Declares 2 security scheme(s) but none use PKCE or mTLS.
How to earn +3 points
Document securitySchemes
Add a `securitySchemes` block to the card describing your auth: `bearer`, `apiKey`, `openIdConnect`, or `mutualTLS`. Routers refuse to call agents that declare no auth model.
Docs

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

2 snapshots drifted 1× Every change to agent-card.json
Agent card snapshots
Captured Hash Snapshot
2026-10-03 00:14:00 current 13f0c27dd828… view →
2026-10-02 01:46:58 c17ca7aefc61… view →
Uptime
100.0%
54 direct probes · 30d
Response
122ms
last direct probe
Skills
16
declared
Streaming
✓
SSE-capable

Endpoints

Pricing x402 on Base USDC Verified live · 402 challenge Dispute or improve this rating
From $0.0100 per call
Endpoint Price Currency
https://ioswarm.io/api/v1/search 0.02 USDC
https://ioswarm.io/api/v1/feeds/ai 0.01 USDC
https://ioswarm.io/api/v1/x402/chat 0.02 USDC
https://ioswarm.io/api/v1/x402/topup 1.0 USD
https://ioswarm.io/api/v1/x402/run/research 1.05 USD
https://ioswarm.io/api/v1/x402/run/news 0.75 USD
https://ioswarm.io/api/v1/x402/run/finance 1.2 USD
https://ioswarm.io/api/v1/x402/run/product 0.25 USD
https://ioswarm.io/api/v1/x402/run/seo 1.4 USD
https://ioswarm.io/api/v1/x402/run/trips 1.25 USD
https://ioswarm.io/api/v1/x402/run/trainer 0.7 USD
https://ioswarm.io/api/v1/x402/run/meals 1.1 USD
https://ioswarm.io/api/v1/x402/run/wellness 1.85 USD
https://ioswarm.io/api/v1/x402/run/mentor 1.5 USD
https://ioswarm.io/api/v1/x402/run/money 0.95 USD
https://ioswarm.io/api/v1/x402/run/policy 1.35 USD
https://ioswarm.io/api/v1/x402/run/supply 1.4 USD
https://ioswarm.io/api/v1/x402/run/grants 1.15 USD
https://ioswarm.io/api/v1/x402/run/quote 0.95 USD
https://ioswarm.io/api/v1/x402/run/astrology 0.5 USD
https://ioswarm.io/api/v1/x402/run/horoscope 0.5 USD
https://ioswarm.io/api/v1/search/report 0.05 USD
https://ioswarm.io/api/v1/news/brief 0.05 USD
https://ioswarm.io/api/v1/market/price 0.02 USD
https://ioswarm.io/api/v1/video/transcript 0.02 USD
https://ioswarm.io/api/v1/video/search 0.02 USD
https://ioswarm.io/api/v1/feeds/news 0.02 USD
https://ioswarm.io/api/v1/feeds/movers 0.02 USD
https://ioswarm.io/api/v1/feeds/filings 0.02 USD
https://ioswarm.io/api/v1/feeds/calendar 0.01 USD
https://ioswarm.io/api/v1/feeds/prediction-markets 0.01 USD
https://ioswarm.io/api/v1/feeds/security 0.01 USD
https://ioswarm.io/api/v1/feeds/trending 0.01 USD
https://ioswarm.io/api/v1/feeds/regulation 0.01 USD
https://ioswarm.io/api/v1/feeds/crypto-listings 0.02 USD
https://ioswarm.io/api/v1/x402/quote 0.01 USD
https://ioswarm.io/api/v1/x402/fetch 0.02 USD
Try it ↗ Opens the operator's playground / docs in a new tab.
Settlement wallet: 0xe4b6e29305b5eef77aa296dc87d8683e9750ed8f on Base · basescan ↗
Listed by facilitators Coinbase CDP · 15
Observed on-chain inflow verified on-chain
Last 7d
$0.02
2 transfers · synced 2026-10-25
Last 30d
$1.05
55 transfers · synced 2026-10-25
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: $0.01 (100%) · 1 transfer sent by a known x402 facilitator (Coinbase)
Other: $0.00 plain transfers sent by the payer · $0.00 other contract calls · 1% of $1.01 classified so far. How we classify
Cross-check: Coinbase's Bazaar reports 51 calls in 30 days to this wallet across 15 listed resources; our ledger observed 55 transfers (1 facilitator-settled). Different counters; neither is assumed correct.
Daily 30-day observed-inflow history ↓ -95.7% trend
2026-09-25 2026-10-25
Last 30 days · 90 days with Pro Peak 30-day total: $25.04 Data points: 31 Total tx (30d window): 55
Payment authenticity evidence confidence How we measure this →
recurring_independent_payers 4/5

Several distinct payers observed, including repeat payers, with no single payer dominating.

Assessed window
30d
14 active of 29 observed
Inflow assessed
$1.05
55 transactions
Payer identities
available
1 evidence caveat
uniform_amount_cadence — Daily settled amounts repeat identically across days, which is consistent with scheduled or scripted activity as well as with flat-rate demand.
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://ioswarm.io/.well-known/agent-card.json
Providerhttps://ioswarm.io
Docshttps://ioswarm.io/llms.txt
Discovered via
agentic_market cdp_discovery recrawl_warm smithery recrawl_hot x402_list

Skills · 16 declared by this agent

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

Live market pulse (free)

FREE, no key and no account: live prices for BTC, ETH, SOL, AMZN and NVDA with the session's change, today's stories from the platform's newest published news d…

No taxonomy category yet
freepricescryptostocksnews
Live web search (free leg, then 2¢)

POST /api/v1/search {query}: 25 free searches a day per caller (up to 5 results each, no key, no account); past the daily quota the same URL answers 402 — sign …

No taxonomy category yet
searchwebfree-legx402no-auth
Cited research brief (5¢)

POST /api/v1/search/report {query}: one call — live search (up to 10 results) synthesized into a cited bullet brief, every finding ending with its source URL. $…

No taxonomy category yet
searchreportcitationsx402no-auth
Cited market-news brief (5¢)

POST /api/v1/news/brief: today's market-news brief in one call — the platform's newest published news digest synthesized with the live market wire into a cited …

No taxonomy category yet
newsmarketsbriefx402no-auth
Market quotes (1¢)

POST /api/v1/x402/quote {symbols: ["NVDA", "BTC-USD", "EURUSD=X"]}: live price, session change, currency and source per symbol, missing symbols listed. $0.01 ov…

No taxonomy category yet
quotespricesstockscryptofx
Page fetch (2¢)

POST /api/v1/x402/fetch {url, extract}: plain HTTP with a browser-grade fingerprint and readable-text extraction (text | links | metadata); JS-only or bot-walle…

canonical Web Scraping and Extraction match 87%
fetchscrapeextractionx402no-auth
Chat completion (2¢)

POST /api/v1/x402/chat {messages}: one completion on the engine the swarm itself runs (OpenAI message shape, bounded: 24 messages in, 24K characters, 1,024 toke…

No taxonomy category yet
chatcompletionllmx402no-auth
Deep research

Multi-round web research on any question, ending in a cited report. POST /api/v1/runs with mode=research.

No taxonomy category yet
researchweb-searchcited-report
News brief

A current news brief on a topic, compiled from fresh sources. Mode=news.

canonical Real-Time News Aggregation match 86%
newsbriefing
Product scan

Product and market scan: options, prices, trade-offs. Mode=product.

productscomparisonshopping
Trip planning

Itineraries and travel research. Mode=trips.

canonical Maps and Routing match 89%
travelitinerary
Training plans

Personal training/coaching plans. Mode=trainer.

canonical Personal Training Sessions match 88%
fitnesscoaching
Finance analysis

Market and finance research briefs. Mode=finance.

canonical Investment Analysis match 89%
financemarkets
Natal astrology reading

A full natal reading for any person from server-computed chart positions (never model-invented). Birth date required; time/timezone/coordinates optional. Mode=a…

No taxonomy category yet
astrologynatal-chart
Live-sky horoscope

The sky right now: every planet's live position, aspects, retrogrades, and the Moon's phase, computed server-side. No birth data needed; folds in the caller's s…

No taxonomy category yet
horoscopeastrologytransits
Mode routing

Classify a freeform request into the right mode before spending a run. POST /api/v1/route — never charged.

No taxonomy category yet
routingclassification

Health · last 30 probes

When HTTP Live JSON-RPC Latency
2026-10-25 14:24:42 200 ✗ 122ms
2026-10-24 23:53:06 200 ✗ 130ms
2026-10-24 11:30:40 200 ✗ 103ms
2026-10-24 04:38:12 200 ✗ 109ms
2026-10-24 01:30:00 200 ✗ 89ms
2026-10-23 12:33:32 200 ✗ 95ms
2026-10-22 23:18:21 200 ✗ 96ms
2026-10-22 10:12:12 200 ✗ 111ms
2026-10-21 21:02:35 200 ✗ 123ms
2026-10-21 07:56:34 200 ✗ 95ms

Cheaper or better alternatives per-skill

↓ 5 skills cheaper elsewhere ↑ 6 higher quality peak save 90.0%

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

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

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
{
  "protocolVersion": "1.0.0",
  "name": "SwarmIO",
  "description": "A hosted agent harness: deep research as an API. One call kicks off a swarm that plans the work, browses, reads the sources, and cross-checks what it finds, then returns a cited report \u2014 you poll or stream for the result. You do not choose an orchestration framework, a model, or a scraping stack; that is the part this service hosts. Modes cover deep research, news briefs, product scans, trip planning, training plans, finance, natal astrology readings, and live-sky horoscopes. Agents need no account: POST /api/v1/x402/run/<mode> with a brief, pay the 402 in USDC on Base (x402, both wire versions), and the run starts \u2014 the paying wallet becomes the account and an API key comes back once (GET /api/v1/x402/run lists modes and prices). Or self-onboard with no human: sign up, register, mint an sk_swarm_ key, spend the starter credits, top up over x402 \u2014 the full path is https://ioswarm.io/llms.txt. Free with no credentials: GET /api/v1/pulse (live prices and today's news). Also speaks MCP at https://ioswarm.io/mcp and publishes an OpenAPI spec at https://ioswarm.io/api/v1/openapi.json.",
  "url": "https://ioswarm.io",
  "version": "1.0.0",
  "provider": {
    "organization": "SwarmIO",
    "url": "https://ioswarm.io"
  },
  "documentationUrl": "https://ioswarm.io/llms.txt",
  "capabilities": {
    "streaming": true,
    "pushNotifications": false
  },
  "defaultInputModes": [
    "text/plain"
  ],
  "defaultOutputModes": [
    "text/plain",
    "application/json"
  ],
  "securitySchemes": {
    "bearer": {
      "type": "http",
      "scheme": "bearer",
      "description": "sk_swarm_ API key, self-minted with no human per https://ioswarm.io/llms.txt (a Supabase access_token from the signup call also works)"
    },
    "x402": {
      "type": "http",
      "scheme": "x402",
      "description": "Pay per run with USDC on Base: POST a run resource, answer the 402 with a signed EIP-3009 authorization in X-PAYMENT (v1) or PAYMENT-SIGNATURE (v2). No prior account \u2014 the wallet becomes one."
    }
  },
  "security": [
    {
      "bearer": []
    },
    {
      "x402": []
    }
  ],
  "skills": [
    {
      "id": "pulse",
      "name": "Live market pulse (free)",
      "description": "FREE, no key and no account: live prices for BTC, ETH, SOL, AMZN and NVDA with the session's change, today's stories from the platform's newest published news digest (with a link to the full cited report), and the market wire's latest headlines. GET https://ioswarm.io/api/v1/pulse, or the MCP tool market.pulse.",
      "tags": [
        "free",
        "prices",
        "crypto",
        "stocks",
        "news",
        "no-auth"
      ],
      "examples": [
        "What are BTC and NVDA doing right now, and what's in the news today?"
      ]
    },
    {
      "id": "search",
      "name": "Live web search (free leg, then 2\u00a2)",
      "description": "POST /api/v1/search {query}: 25 free searches a day per caller (up to 5 results each, no key, no account); past the daily quota the same URL answers 402 \u2014 sign the requirements and re-POST with the payment header for $0.02 and up to 20 results. Also the open MCP tool web.search (free leg; the spent-day reply names the x402 path).",
      "tags": [
        "search",
        "web",
        "free-leg",
        "x402",
        "no-auth"
      ],
      "examples": [
        "Search the live web for 'perovskite solar degradation 2026'."
      ]
    },
    {
      "id": "search-report",
      "name": "Cited research brief (5\u00a2)",
      "description": "POST /api/v1/search/report {query}: one call \u2014 live search (up to 10 results) synthesized into a cited bullet brief, every finding ending with its source URL. $0.05 over x402 (USDC on Base, v1+v2), pay-only. The report on top of the search rail.",
      "tags": [
        "search",
        "report",
        "citations",
        "x402",
        "no-auth"
      ],
      "examples": [
        "Turn 'best evidence on magnesium and sleep' into a cited brief."
      ]
    },
    {
      "id": "news-brief",
      "name": "Cited market-news brief (5\u00a2)",
      "description": "POST /api/v1/news/brief: today's market-news brief in one call \u2014 the platform's newest published news digest synthesized with the live market wire into a cited bullet brief. $0.05 over x402, pay-only; the free raw data behind it is the pulse skill.",
      "tags": [
        "news",
        "markets",
        "brief",
        "x402",
        "no-auth"
      ],
      "examples": [
        "What happened in the markets today, with sources?"
      ]
    },
    {
      "id": "quote",
      "name": "Market quotes (1\u00a2)",
      "description": "POST /api/v1/x402/quote {symbols: [\"NVDA\", \"BTC-USD\", \"EURUSD=X\"]}: live price, session change, currency and source per symbol, missing symbols listed. $0.01 over x402 \u2014 the cheapest paid leg on the platform.",
      "tags": [
        "quotes",
        "prices",
        "stocks",
        "crypto",
        "fx",
        "x402",
        "no-auth"
      ],
      "examples": [
        "Quote BTC-USD, ETH-USD and NVDA right now."
      ]
    },
    {
      "id": "fetch",
      "name": "Page fetch (2\u00a2)",
      "description": "POST /api/v1/x402/fetch {url, extract}: plain HTTP with a browser-grade fingerprint and readable-text extraction (text | links | metadata); JS-only or bot-walled pages come back flagged. Public hosts only. $0.02 over x402.",
      "tags": [
        "fetch",
        "scrape",
        "extraction",
        "x402",
        "no-auth"
      ],
      "examples": [
        "Fetch https://example.com/whitepaper and extract the readable text."
      ]
    },
    {
      "id": "chat",
      "name": "Chat completion (2\u00a2)",
      "description": "POST /api/v1/x402/chat {messages}: one completion on the engine the swarm itself runs (OpenAI message shape, bounded: 24 messages in, 24K characters, 1,024 tokens out). $0.02 over x402 \u2014 no key, no account, no rate-limit dance.",
      "tags": [
        "chat",
        "completion",
        "llm",
        "x402",
        "no-auth"
      ],
      "examples": [
        "One-shot: summarize this error log in three bullets."
      ]
    },
    {
      "id": "research",
      "name": "Deep research",
      "description": "Multi-round web research on any question, ending in a cited report. POST /api/v1/runs with mode=research.",
      "tags": [
        "research",
        "web-search",
        "cited-report"
      ],
      "examples": [
        "Research the current state of solid-state battery commercialization"
      ]
    },
    {
      "id": "news",
      "name": "News brief",
      "description": "A current news brief on a topic, compiled from fresh sources. Mode=news.",
      "tags": [
        "news",
        "briefing"
      ],
      "examples": [
        "What's happening in EU AI regulation this week?"
      ]
    },
    {
      "id": "product",
      "name": "Product scan",
      "description": "Product and market scan: options, prices, trade-offs. Mode=product.",
      "tags": [
        "products",
        "comparison",
        "shopping"
      ],
      "examples": [
        "Compare mechanical keyboards under $150 for office use"
      ]
    },
    {
      "id": "trips",
      "name": "Trip planning",
      "description": "Itineraries and travel research. Mode=trips.",
      "tags": [
        "travel",
        "itinerary"
      ],
      "examples": [
        "Plan 5 days in Lisbon in October, mid-range budget"
      ]
    },
    {
      "id": "trainer",
      "name": "Training plans",
      "description": "Personal training/coaching plans. Mode=trainer.",
      "tags": [
        "fitness",
        "coaching"
      ],
      "examples": [
        "Build a 8-week couch-to-10k running plan"
      ]
    },
    {
      "id": "finance",
      "name": "Finance analysis",
      "description": "Market and finance research briefs. Mode=finance.",
      "tags": [
        "finance",
        "markets"
      ],
      "examples": [
        "Brief me on NVIDIA's quarter and the AI capex cycle"
      ]
    },
    {
      "id": "astrology",
      "name": "Natal astrology reading",
      "description": "A full natal reading for any person from server-computed chart positions (never model-invented). Birth date required; time/timezone/coordinates optional. Mode=astrology \u2014 input contract in llms.txt.",
      "tags": [
        "astrology",
        "natal-chart"
      ],
      "examples": [
        "A natal reading for someone born 1990-06-15, 14:30, Leeds"
      ]
    },
    {
      "id": "horoscope",
      "name": "Live-sky horoscope",
      "description": "The sky right now: every planet's live position, aspects, retrogrades, and the Moon's phase, computed server-side. No birth data needed; folds in the caller's saved chart when present. Mode=horoscope.",
      "tags": [
        "horoscope",
        "astrology",
        "transits"
      ],
      "examples": [
        "What is the sky doing today?"
      ]
    },
    {
      "id": "route",
      "name": "Mode routing",
      "description": "Classify a freeform request into the right mode before spending a run. POST /api/v1/route \u2014 never charged.",
      "tags": [
        "routing",
        "classification"
      ],
      "examples": [
        "Where should 'what should I read about the lithium market' go?"
      ]
    }
  ],
  "additionalInterfaces": [
    {
      "url": "https://ioswarm.io/.well-known/x402.json",
      "transport": "x402 discovery"
    },
    {
      "url": "https://ioswarm.io/mcp",
      "transport": "MCP"
    },
    {
      "url": "https://ioswarm.io/api/v1/openapi.json",
      "transport": "OpenAPI"
    },
    {
      "url": "https://ioswarm.io/llms.txt",
      "transport": "llms.txt"
    }
  ]
}