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📊 Intel view 📋 Audit JSON 🔄 Changelog
76
A2A v1.0.0

AIsa

aisa.one · AIsa

Capability layer for the agentic economy. Models, skills, payments, and deployment — everything AI agents need to reason, act, and transact.

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Trust score
29/100
grade F · 9 criteria
Uptime
accumulating
1/5 direct probes · 30d
~758 ms response
Observed inflow · 30d
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

F
Conformance score: 29/100
F-grade: card is reachable but fails most operational signals.
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 0/25
Card declares a URL but that URL returns 404.
How to earn +25 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).
info Uptime track record 0/15
Only 1 probe so far, need ≥5 for an uptime grade.
pass Skill declaration 10/10
Declares 43 skills with structured metadata.
partial Verified Identity 5/10
Provider declared: AIsa (https://aisa.one). 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.
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

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

1 snapshot Every change to agent-card.json
Captured Hash
2026-09-23 10:44:26 current 0b3dff5d77df… view →
Uptime
accumulating
1 direct probes · 30d
Response
1377ms
last direct probe
Skills
43
declared
Streaming
SSE-capable

Endpoints

Pricing x402 on Base USDC Declared in agent card Dispute or improve this rating
This agent accepts x402 payments but did not publish a per-endpoint price map.
Try it ↗ Opens the operator's documentation in a new tab.
Agent cardhttps://aisa.one/.well-known/agent-card.json
Providerhttps://aisa.one
Docshttps://aisa.one/docs
Discovered via
manifests

Skills · 43 declared · mapped to canonical taxonomy

AI Model Inference

Access 50+ LLMs from OpenAI, Anthropic, Google, DeepSeek, and more via an OpenAI-compatible /v1/chat/completions endpoint. Supports text, vision, coding, reason…

canonical Model Evaluation and Benchmarking match 87%
inferencellmai-modelstext-generationchat
SEO Keyword Research

Build SEO keyword strategies from a site, product, market, or competitor set with crawl context, DataForSEO metrics, SERP evidence, and AIsa LLM clustering.

canonical SEO Analysis and Optimisation match 89%
seokeyword-researchdataforseomarketingserp
KOL Creator Discovery

Turn one YouTube, TikTok, or Instagram creator profile into an outreach-ready list with verified contact emails and closely matched creators.

canonical Cold Outreach and Prospecting match 82%
kolinfluencer-marketingcreator-discoveryemail-lookupoutreach
Trend Forecast

Forecast trends by combining prediction markets, X/Twitter sentiment, news velocity, financial market data, and LLM synthesis.

canonical Budgeting and Forecasting match 86%
forecastprediction-marketstwitternewsfinance
Twitter Autopilot

Twitter/X intelligence and automation for autonomous agents. Read, search, engage, write, and post (text & media) on Twitter/X.

canonical IoT Sensor Read and Control match 83%
social-mediatwitterxsearchautomation
MarketPulse

Query real-time and historical financial data for equities — prices, news, financial statements, metrics, analyst estimates, insider/institutional activity, SEC…

canonical Market Signals and Strategy match 85%
financestocksequitiesmarket-datasec-filings
Crypto Market Data

Real-time and historical cryptocurrency market data via CoinGecko: prices, market-cap rankings, charts, OHLC candles, token lookup, exchanges, categories, trend…

canonical Market Signals and Strategy match 85%
cryptocoingeckomarket-datapricescharts
Prediction Market Data

Prediction markets data — Polymarket, Kalshi markets, prices, positions, and trades.

canonical Prediction Market Trading match 94%
prediction-marketspolymarketkalshitradingforecasting
Prediction Market Arbitrage

Find and analyze arbitrage opportunities across prediction markets.

canonical Prediction Market Trading match 88%
arbitrageprediction-marketstradinganalysis
Multi-source Search

Intelligent search for autonomous agents with structured retrieval plus Perplexity Sonar answer endpoints.

canonical Semantic Code Search match 86%
searchweb-searchacademic-searchresearchperplexity
Perplexity Search

Perplexity Sonar search and answer generation through AIsa.

canonical General Web Search match 84%
searchperplexitysonaranswerscitations
YouTube SERP

YouTube SERP for autonomous agents. Search top-ranking videos, channels, and trends.

canonical Web Search (Serp) match 87%
youtubevideo-searchsocial-mediaserp
Media Gen

Generate images & videos with a single AIsa API key. 4 image models across 3 endpoints, 4 Wan video variants.

canonical Video Generation match 87%
image-generationvideo-generationcreativeai-artmedia
Last 30 Days

Multi-source research brief covering the last 30 days. Aggregates web, news, social, and financial signals into a single report.

canonical Real-Time News Aggregation match 87%
researchnewsaggregationanalysisreport
AIsa Provider for OpenClaw

Configure OpenClaw to use AIsa as its model provider for Chinese and global LLM workflows.

canonical Model Evaluation and Benchmarking match 82%
aisaproviderai
AIsa Tavily Search

Search the web and extract public page content for source discovery, current news lookup, and research workflows.

canonical General Web Search match 88%
aisatavilysearch-research
AIsa Twitter API Command Center

Search, monitor, and post on X/Twitter through read, OAuth, and approved publishing workflows.

canonical IoT Sensor Read and Control match 83%
aisatwitterapisocial
AIsa Twitter Command Center

Search X/Twitter profiles, timelines, tweets, trends, lists, communities, and Spaces for social research.

canonical Semantic Code Search match 82%
aisatwittercommandcentersocial
AIsa Twitter Post Engage

Search X/Twitter and perform approved posting, liking, following, and unfollowing workflows.

canonical Slack Messaging match 82%
aisatwitterpostengagesocial
AIsa YouTube Search

Search YouTube videos, channels, and playlists for video research and discovery.

canonical Academic Paper Search match 85%
aisayoutubesearchsocial
AIsa CN-LLM

Route Chinese-language prompts to Chinese LLMs such as Qwen, DeepSeek, GLM, and Baichuan.

canonical Text-to-Speech match 82%
cnllmai
Last 30 Days ZH

Research the last 30 days of signals across web, X, YouTube, Polymarket, and social sources in Chinese workflows.

canonical Semantic Code Search match 82%
last30dayszhsearch-research
AIsa LLM Router

Route prompts across GPT, Claude, Gemini, Qwen, DeepSeek, Grok, and other supported models.

canonical Maps and Routing match 83%
llmrouterai
AIsa Market

Retrieve stock, crypto, financial statement, news, analyst, insider, and macro market data for analysis.

canonical Market Signals and Strategy match 86%
marketdata-finance
AIsa Multi-Source Search

Search across web, academic, smart search, Tavily, and research-answer sources for stronger coverage.

canonical General Web Search match 88%
multisearchsearch-research
AIsa Perplexity Deep Research

Generate citation-backed research answers using Perplexity Sonar models.

canonical Audio Transcription match 82%
perplexityresearchsearch-research
Prediction Market Arbitrage ZH

Find cross-platform prediction market price differences and potential arbitrage opportunities.

canonical Prediction Market Trading match 85%
predictionmarketarbitragezhdata-finance
Prediction Market Data ZH

Query Polymarket and Kalshi prices, order books, positions, trades, and wallet metrics.

canonical Prediction Market Trading match 92%
predictionmarketdatazhdata-finance
AIsa Scholar Search

Search academic papers and scholarly sources for research tasks.

canonical Academic Paper Search match 90%
scholarsearchsearch-research
AIsa Smart Search

Run hybrid search that combines web and scholarly sources for broader research coverage.

canonical Academic Paper Search match 85%
smartsearchsearch-research
Stock & Crypto Analysis

Analyze stocks and crypto assets with scoring, risk flags, entry levels, targets, and stop levels.

canonical Crypto Derivatives Analytics match 89%
stockanalysisdata-finance
Dividend Analysis

Analyze dividend yield, payout safety, growth, income quality, and dividend track records.

canonical Investment Analysis match 90%
stockdividenddata-finance
Hot Scanner

Find high-momentum stocks and crypto assets, market movers, catalysts, and watchlist candidates.

canonical Market Signals and Strategy match 84%
stockhotdata-finance
Portfolio Management

Track portfolio positions, allocation, and live profit and loss for stocks and crypto assets.

canonical Investment Analysis match 88%
stockportfoliodata-finance
Rumor Scanner

Scan for early market signals such as M&A rumors, insider activity, analyst changes, and regulatory news.

canonical Market Signals and Strategy match 86%
stockrumorsdata-finance
Watchlist Management

Manage a stock and crypto watchlist with price targets, stops, and alert checks.

canonical Market Signals and Strategy match 87%
stockwatchlistdata-finance
AIsa Tavily Extract

Extract clean readable content from public URLs for article, document, and source analysis.

canonical General Web Search match 86%
tavilyextractsearch-research
AIsa Tavily Search

Search the web with configurable depth, topic filters, time ranges, and domain filters.

canonical General Web Search match 88%
tavilyweb-searchnewssearch-research
AIsa Twitter Command Center

Search X/Twitter and publish approved posts through OAuth-backed workflows.

canonical Semantic Code Search match 83%
twittercommandcentersearchpost
US Stock Analyst

Create US stock analysis reports using financial data, news, filings, sentiment, and AI synthesis.

canonical Investment Analysis match 88%
usstockanalystdata-finance
AIsa Web Search

Search current web sources and return structured results with titles, URLs, and snippets.

canonical Web Search (Serp) match 89%
websearchsearch-research
X Intelligence Automation

Search X/Twitter and run approved engagement workflows for likes, follows, unfollows, and posts.

canonical Workflow Automation match 86%
xintelligenceautomationsocial
YouTube Search

Search YouTube videos, channels, and playlists for content research, trend discovery, competitor tracking, and topic exploration.

canonical SEO Analysis and Optimisation match 87%
youtubesearchsocial-mediaautomation

Health · last 1 probes

When HTTP Live JSON-RPC Latency
2026-09-23 10:44:26 200 1377ms

Cheaper or better alternatives per-skill

↑ 10 higher quality

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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AiScale Agent Services
The marketplace where AI agents buy data, intelligence, and skills. Pay-per-request via x402 micropayments in USDC on Base L2. No API keys,
AiScale · q 0%
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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": "AIsa",
  "description": "Capability layer for the agentic economy. Models, skills, payments, and deployment \u2014 everything AI agents need to reason, act, and transact.",
  "url": "https://api.aisa.one",
  "provider": {
    "organization": "AIsa",
    "url": "https://aisa.one"
  },
  "version": "1.0.0",
  "documentationUrl": "https://aisa.one/docs",
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "authentication": {
    "schemes": [
      "Bearer",
      "x402"
    ],
    "credentials": "Get your API key at https://aisa.one"
  },
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "skills": [
    {
      "id": "chat-completions",
      "name": "AI Model Inference",
      "description": "Access 50+ LLMs from OpenAI, Anthropic, Google, DeepSeek, and more via an OpenAI-compatible /v1/chat/completions endpoint. Supports text, vision, coding, reasoning, creative writing, and translation models.",
      "tags": [
        "inference",
        "llm",
        "ai-models",
        "text-generation",
        "chat",
        "openai-compatible"
      ],
      "examples": [
        "Generate a summary of this document using Claude Sonnet",
        "Translate this text to French using a translation-optimized model",
        "Analyze this image and describe what you see",
        "Solve this coding problem with a reasoning model"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json",
        "text/event-stream"
      ]
    },
    {
      "id": "seo-keyword-research",
      "name": "SEO Keyword Research",
      "description": "Build SEO keyword strategies from a site, product, market, or competitor set with crawl context, DataForSEO metrics, SERP evidence, and AIsa LLM clustering.",
      "tags": [
        "seo",
        "keyword-research",
        "dataforseo",
        "marketing",
        "serp"
      ],
      "examples": [
        "Find SEO keyword opportunities for my website.",
        "Build a keyword strategy for a SaaS product.",
        "Identify keyword gaps against competitors.",
        "Cluster keywords by search intent and page type."
      ]
    },
    {
      "id": "kol-creator-discovery",
      "name": "KOL Creator Discovery",
      "description": "Turn one YouTube, TikTok, or Instagram creator profile into an outreach-ready list with verified contact emails and closely matched creators.",
      "tags": [
        "kol",
        "influencer-marketing",
        "creator-discovery",
        "email-lookup",
        "outreach"
      ],
      "examples": [
        "Find this YouTube creator's email and 10 similar creators.",
        "Build a TikTok influencer outreach list for an AI productivity product.",
        "Recommend similar creators and include available contact emails.",
        "Filter creator prospects by region, language, followers, and average views."
      ]
    },
    {
      "id": "trend-forecast",
      "name": "Trend Forecast",
      "description": "Forecast trends by combining prediction markets, X/Twitter sentiment, news velocity, financial market data, and LLM synthesis.",
      "tags": [
        "forecast",
        "prediction-markets",
        "twitter",
        "news",
        "finance",
        "trend-analysis"
      ],
      "examples": [
        "Forecast the AI chip market outlook.",
        "Analyze odds and sentiment for a Fed rate cut.",
        "Create a trend forecast for Tesla.",
        "Summarize signals around remote work adoption."
      ]
    },
    {
      "id": "twitter-autopilot",
      "name": "Twitter Autopilot",
      "description": "Twitter/X intelligence and automation for autonomous agents. Read, search, engage, write, and post (text & media) on Twitter/X.",
      "tags": [
        "social-media",
        "twitter",
        "x",
        "search",
        "automation",
        "posting"
      ],
      "examples": [
        "Look up the profile for @elonmusk",
        "Search recent tweets about AI agents",
        "Get trending topics in the US",
        "Post a tweet with an image",
        "Get the followers of @AIsaOneHQ"
      ]
    },
    {
      "id": "marketpulse",
      "name": "MarketPulse",
      "description": "Query real-time and historical financial data for equities \u2014 prices, news, financial statements, metrics, analyst estimates, insider/institutional activity, SEC filings, earnings press releases, segmented revenues, stock screening, and macro interest rates.",
      "tags": [
        "finance",
        "stocks",
        "equities",
        "market-data",
        "sec-filings",
        "earnings"
      ],
      "examples": [
        "Get the current stock price for AAPL",
        "Fetch the latest SEC filings for Tesla",
        "Screen for stocks with P/E ratio under 15",
        "Get insider trading activity for NVDA"
      ]
    },
    {
      "id": "crypto-market-data",
      "name": "Crypto Market Data",
      "description": "Real-time and historical cryptocurrency market data via CoinGecko: prices, market-cap rankings, charts, OHLC candles, token lookup, exchanges, categories, trending searches, and news.",
      "tags": [
        "crypto",
        "coingecko",
        "market-data",
        "prices",
        "charts",
        "exchanges"
      ],
      "examples": [
        "Get the current BTC and ETH prices in USD",
        "Pull a 30-day market chart for bitcoin",
        "Find USDC price by Ethereum contract address",
        "List trending CoinGecko searches",
        "Rank DeFi categories by market cap"
      ]
    },
    {
      "id": "prediction-market-data",
      "name": "Prediction Market Data",
      "description": "Prediction markets data \u2014 Polymarket, Kalshi markets, prices, positions, and trades.",
      "tags": [
        "prediction-markets",
        "polymarket",
        "kalshi",
        "trading",
        "forecasting"
      ],
      "examples": [
        "Search Polymarket for open markets about AI",
        "Get the current price for a Kalshi contract",
        "Fetch orderbook depth for a Polymarket token",
        "Get wallet trading activity and PnL"
      ]
    },
    {
      "id": "prediction-market-arbitrage",
      "name": "Prediction Market Arbitrage",
      "description": "Find and analyze arbitrage opportunities across prediction markets.",
      "tags": [
        "arbitrage",
        "prediction-markets",
        "trading",
        "analysis"
      ],
      "examples": [
        "Find arbitrage opportunities between Polymarket and Kalshi",
        "Analyze pricing discrepancies on election markets"
      ]
    },
    {
      "id": "multi-source-search",
      "name": "Multi-source Search",
      "description": "Intelligent search for autonomous agents with structured retrieval plus Perplexity Sonar answer endpoints.",
      "tags": [
        "search",
        "web-search",
        "academic-search",
        "research",
        "perplexity"
      ],
      "examples": [
        "Search the web for recent AI agent frameworks",
        "Find academic papers on transformer architectures",
        "Get a grounded answer with citations about quantum computing"
      ]
    },
    {
      "id": "perplexity-search",
      "name": "Perplexity Search",
      "description": "Perplexity Sonar search and answer generation through AIsa.",
      "tags": [
        "search",
        "perplexity",
        "sonar",
        "answers",
        "citations"
      ],
      "examples": [
        "What are the latest developments in AI regulation?",
        "Summarize recent news about SpaceX launches"
      ]
    },
    {
      "id": "youtube-serp",
      "name": "YouTube SERP",
      "description": "YouTube SERP for autonomous agents. Search top-ranking videos, channels, and trends.",
      "tags": [
        "youtube",
        "video-search",
        "social-media",
        "serp"
      ],
      "examples": [
        "Search YouTube for tutorials on building AI agents",
        "Find trending tech videos this week"
      ]
    },
    {
      "id": "media-gen",
      "name": "Media Gen",
      "description": "Generate images & videos with a single AIsa API key. 4 image models across 3 endpoints, 4 Wan video variants.",
      "tags": [
        "image-generation",
        "video-generation",
        "creative",
        "ai-art",
        "media",
        "editing",
        "ai-video"
      ],
      "examples": [
        "Generate a product photo of a coffee mug on a wooden table",
        "Create a 5-second video from this image",
        "Generate a logo for a tech startup"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json",
        "image/png",
        "video/mp4"
      ]
    },
    {
      "id": "last30days",
      "name": "Last 30 Days",
      "description": "Multi-source research brief covering the last 30 days. Aggregates web, news, social, and financial signals into a single report.",
      "tags": [
        "research",
        "news",
        "aggregation",
        "analysis",
        "report"
      ],
      "examples": [
        "Generate a 30-day research brief on AI agent payments",
        "What happened in the crypto market over the last month?"
      ]
    },
    {
      "id": "aisa-provider",
      "name": "AIsa Provider for OpenClaw",
      "description": "Configure OpenClaw to use AIsa as its model provider for Chinese and global LLM workflows.",
      "tags": [
        "aisa",
        "provider",
        "ai"
      ],
      "examples": [
        "Set up AIsa as the model provider for OpenClaw.",
        "Configure OpenClaw to use Qwen, DeepSeek, Kimi, and Doubao through AIsa.",
        "Compare AIsa model provider options for Chinese LLM workloads."
      ]
    },
    {
      "id": "aisa-tavily",
      "name": "AIsa Tavily Search",
      "description": "Search the web and extract public page content for source discovery, current news lookup, and research workflows.",
      "tags": [
        "aisa",
        "tavily",
        "search-research"
      ],
      "examples": [
        "Search the web for recent AI agent infrastructure news.",
        "Find authoritative sources about x402 payments.",
        "Research recent announcements from a competitor and return citations."
      ]
    },
    {
      "id": "aisa-twitter-api",
      "name": "AIsa Twitter API Command Center",
      "description": "Search, monitor, and post on X/Twitter through read, OAuth, and approved publishing workflows.",
      "tags": [
        "aisa",
        "twitter",
        "api",
        "social"
      ],
      "examples": [
        "Search X for recent posts about AI agents.",
        "Monitor competitor mentions on X and summarize sentiment.",
        "Prepare an OAuth-approved post draft and publish it after approval."
      ]
    },
    {
      "id": "aisa-twitter-command-center",
      "name": "AIsa Twitter Command Center",
      "description": "Search X/Twitter profiles, timelines, tweets, trends, lists, communities, and Spaces for social research.",
      "tags": [
        "aisa",
        "twitter",
        "command",
        "center",
        "social"
      ],
      "examples": [
        "Find the latest posts from @OpenAI about agents.",
        "Search X for trending conversations about stablecoin payments.",
        "Summarize the most relevant posts from a Twitter list."
      ]
    },
    {
      "id": "aisa-twitter-post-engage",
      "name": "AIsa Twitter Post Engage",
      "description": "Search X/Twitter and perform approved posting, liking, following, and unfollowing workflows.",
      "tags": [
        "aisa",
        "twitter",
        "post",
        "engage",
        "social"
      ],
      "examples": [
        "Find recent posts about AIsa and suggest replies.",
        "Like the latest approved post from a target account.",
        "Follow a user after confirming the account is relevant."
      ]
    },
    {
      "id": "aisa-youtube-search",
      "name": "AIsa YouTube Search",
      "description": "Search YouTube videos, channels, and playlists for video research and discovery.",
      "tags": [
        "aisa",
        "youtube",
        "search",
        "social"
      ],
      "examples": [
        "Search YouTube for tutorials about agent frameworks.",
        "Find channels covering AI developer tools.",
        "Collect the top videos about OpenClaw and summarize them."
      ]
    },
    {
      "id": "cn-llm",
      "name": "AIsa CN-LLM",
      "description": "Route Chinese-language prompts to Chinese LLMs such as Qwen, DeepSeek, GLM, and Baichuan.",
      "tags": [
        "cn",
        "llm",
        "ai"
      ],
      "examples": [
        "Route a Chinese customer-support prompt to a suitable Chinese LLM.",
        "Compare Qwen, DeepSeek, and GLM for a Chinese reasoning task.",
        "Help configure a Chinese LLM workflow through AIsa."
      ]
    },
    {
      "id": "last30days-zh",
      "name": "Last 30 Days ZH",
      "description": "Research the last 30 days of signals across web, X, YouTube, Polymarket, and social sources in Chinese workflows.",
      "tags": [
        "last30days",
        "zh",
        "search-research"
      ],
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        "\u6c47\u603b\u6700\u8fd1\u4e00\u4e2a\u6708 Polymarket \u76f8\u5173\u7684\u591a\u5e73\u53f0\u4fe1\u53f7\u3002",
        "\u5206\u6790\u8fc7\u53bb 30 \u5929\u67d0\u5bb6\u516c\u53f8\u5728\u793e\u4ea4\u5a92\u4f53\u548c\u65b0\u95fb\u4e2d\u7684\u70ed\u5ea6\u53d8\u5316\u3002"
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        "router",
        "ai"
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        "Route this coding task to a strong model and explain the choice.",
        "Compare answers from GPT, Claude, Gemini, and Qwen for the same prompt.",
        "Switch a workflow from one model provider to another through AIsa."
      ]
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      "name": "AIsa Market",
      "description": "Retrieve stock, crypto, financial statement, news, analyst, insider, and macro market data for analysis.",
      "tags": [
        "market",
        "data-finance"
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      "examples": [
        "Get recent market data for AAPL and summarize the trend.",
        "Compare price movement for BTC and ETH today.",
        "Build a short market brief from current prices and recent changes."
      ]
    },
    {
      "id": "multi-search",
      "name": "AIsa Multi-Source Search",
      "description": "Search across web, academic, smart search, Tavily, and research-answer sources for stronger coverage.",
      "tags": [
        "multi",
        "search",
        "search-research"
      ],
      "examples": [
        "Research a company using web, academic, and smart search results.",
        "Find credible sources about AI agent payments and summarize them.",
        "Compare what web and scholar sources say about a topic."
      ]
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    {
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      "name": "AIsa Perplexity Deep Research",
      "description": "Generate citation-backed research answers using Perplexity Sonar models.",
      "tags": [
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        "Research the latest AI infrastructure trends with citations.",
        "Create a source-backed summary of x402 adoption.",
        "Answer a market research question using deep web research."
      ]
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      "name": "Prediction Market Arbitrage ZH",
      "description": "Find cross-platform prediction market price differences and potential arbitrage opportunities.",
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        "market",
        "arbitrage",
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        "data-finance"
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        "\u626b\u63cf Polymarket \u548c Kalshi \u4e0a\u540c\u4e00\u4f53\u80b2\u4e8b\u4ef6\u7684\u4ef7\u5dee\u3002",
        "\u627e\u51fa\u53ef\u80fd\u5b58\u5728\u5957\u5229\u7a7a\u95f4\u7684\u9884\u6d4b\u5e02\u573a\u3002",
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      "tags": [
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        "market",
        "data",
        "zh",
        "data-finance"
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      "examples": [
        "\u67e5\u8be2\u4e00\u4e2a Polymarket \u5e02\u573a\u7684\u5f53\u524d\u4ef7\u683c\u548c\u8ba2\u5355\u7c3f\u3002",
        "\u83b7\u53d6\u67d0\u4e2a Kalshi \u5408\u7ea6\u7684\u5b9e\u65f6\u8d54\u7387\u3002",
        "\u5206\u6790\u4e00\u4e2a\u94b1\u5305\u5728\u9884\u6d4b\u5e02\u573a\u4e2d\u7684\u6301\u4ed3\u548c\u76c8\u4e8f\u3002"
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        "Find recent academic papers about retrieval-augmented generation.",
        "Search scholarly sources about AI agent evaluation.",
        "Collect papers from the last two years about LLM routing."
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        "Search both web and academic sources for AI agent security.",
        "Find balanced sources about stablecoin micropayments.",
        "Research a technical topic and return the most useful references."
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      "tags": [
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        "analysis",
        "data-finance"
      ],
      "examples": [
        "Analyze NVDA and give a buy, hold, or sell view with risks.",
        "Compare AAPL, MSFT, and GOOGL across valuation and momentum.",
        "Analyze BTC and ETH and highlight entry, target, and stop levels."
      ]
    },
    {
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      "description": "Analyze dividend yield, payout safety, growth, income quality, and dividend track records.",
      "tags": [
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        "dividend",
        "data-finance"
      ],
      "examples": [
        "Analyze the dividend safety of KO and JNJ.",
        "Compare dividend yield and growth for several income stocks.",
        "Find whether a stock has a sustainable payout ratio."
      ]
    },
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      "id": "stock-hot",
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      "description": "Find high-momentum stocks and crypto assets, market movers, catalysts, and watchlist candidates.",
      "tags": [
        "stock",
        "hot",
        "data-finance"
      ],
      "examples": [
        "Find the hottest stocks by momentum today.",
        "List top market movers and explain likely catalysts.",
        "Identify trending crypto assets and summarize why they are moving."
      ]
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      "id": "stock-portfolio",
      "name": "Portfolio Management",
      "description": "Track portfolio positions, allocation, and live profit and loss for stocks and crypto assets.",
      "tags": [
        "stock",
        "portfolio",
        "data-finance"
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      "examples": [
        "Create a portfolio with AAPL, MSFT, and NVDA positions.",
        "Show my portfolio's current P&L.",
        "Update a holding and summarize how allocation changed."
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      "id": "stock-rumors",
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      "description": "Scan for early market signals such as M&A rumors, insider activity, analyst changes, and regulatory news.",
      "tags": [
        "stock",
        "rumors",
        "data-finance"
      ],
      "examples": [
        "Scan for M&A rumors affecting large-cap tech stocks.",
        "Find unusual insider activity and analyst changes today.",
        "Summarize early market signals for a watchlist."
      ]
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    {
      "id": "stock-watchlist",
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      "description": "Manage a stock and crypto watchlist with price targets, stops, and alert checks.",
      "tags": [
        "stock",
        "watchlist",
        "data-finance"
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      "examples": [
        "Add TSLA to my watchlist with a target and stop level.",
        "Check my watchlist for triggered alerts.",
        "List all watched tickers with current prices."
      ]
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    {
      "id": "tavily-extract",
      "name": "AIsa Tavily Extract",
      "description": "Extract clean readable content from public URLs for article, document, and source analysis.",
      "tags": [
        "tavily",
        "extract",
        "search-research"
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      "examples": [
        "Extract the main content from this article URL.",
        "Read several source URLs and return clean text summaries.",
        "Extract a documentation page so my agent can analyze it."
      ]
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    {
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      "description": "Search the web with configurable depth, topic filters, time ranges, and domain filters.",
      "tags": [
        "tavily",
        "web-search",
        "news",
        "search-research"
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      "examples": [
        "Search the web for recent product launches in agent infrastructure.",
        "Find news articles about a company from the past week.",
        "Search trusted domains for technical documentation on a topic."
      ]
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      "tags": [
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        "Search X for mentions of our product and group them by sentiment.",
        "Draft and publish an approved announcement on X."
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        "Create a detailed report for my AAPL, MSFT, and GOOGL portfolio.",
        "Summarize analyst expectations and insider activity for TSLA."
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      "tags": [
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        "search",
        "search-research"
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      "examples": [
        "Search the web for current information about an AI startup.",
        "Find source links for a technical research question.",
        "Collect recent articles about agentic commerce."
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      "tags": [
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        "intelligence",
        "automation",
        "social"
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      "examples": [
        "Search X for recent posts about AI agents and summarize the trend.",
        "Find influential accounts discussing stablecoin payments.",
        "Prepare approved engagement actions for relevant X posts."
      ]
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      "description": "Search YouTube videos, channels, and playlists for content research, trend discovery, competitor tracking, and topic exploration.",
      "tags": [
        "youtube",
        "search",
        "social-media",
        "automation"
      ],
      "examples": [
        "Search YouTube for machine learning tutorials",
        "Find recent YouTube videos about AI news",
        "Search YouTube for Python tutorials and paginate results",
        "Find YouTube channels about AI agent frameworks"
      ]
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