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// Skill profile

QVeris Tool Search & Execution

name: qverisai

by chris7iu · published 2026-03-22

日历管理图像生成
Total installs
0
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Last updated
2026-03
// Install command
$ claw add gh:chris7iu/chris7iu-qverisai
View on GitHub
// Full documentation

---

name: qverisai

description: Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically — covers weather, search, stocks, finance, economics, geolocation, AIGC, news, social media, health data, and thousands more. Requires QVERIS_API_KEY environment variable.

env:

- QVERIS_API_KEY

requirements:

env_vars:

- QVERIS_API_KEY

credentials:

primary: QVERIS_API_KEY

scope: read-only

endpoint: https://qveris.ai/api/v1

auto_invoke: true

source: https://qveris.ai

examples:

- "Show me current weather in Tokyo"

- "Search for latest tech news"

- "Check Tesla stock price"

- "Analyze Apple's financial data"

- "What is the US GDP growth rate"

- "Generate an image of a sunset over mountains"

- "Get trending topics on Twitter"

- "Find clinical trials for diabetes treatment"

---

# QVeris Tool Search & Execution

QVeris provides dynamic tool discovery and execution - search for tools by capability, then execute them with parameters.

Setup

Requires environment variable:

  • `QVERIS_API_KEY` - Get from https://qveris.ai
  • No additional dependencies — uses Node.js built-in `fetch`.

    Security

  • **Credential**: Only `QVERIS_API_KEY` is accessed. No other env vars or secrets are read.
  • **Network**: API key is sent only to `https://qveris.ai/api/v1` over HTTPS. No other endpoints are contacted.
  • **Storage**: The key is never logged, cached, or written to disk.
  • **Recommendation**: Use a scoped, revocable API key. Monitor usage at https://qveris.ai.
  • Quick Start

    Search for tools

    node scripts/qveris_tool.mjs search "weather forecast API"

    Execute a tool

    node scripts/qveris_tool.mjs execute openweathermap_current_weather --search-id <id> --params '{"city": "London", "units": "metric"}'

    Script Usage

    node scripts/qveris_tool.mjs <command> [options]
    
    Commands:
      search <query>     Search for tools matching a capability description
      execute <tool_id>  Execute a specific tool with parameters
    
    Options:
      --limit N          Max results for search (default: 10)
      --search-id ID     Search ID from previous search (required for execute)
      --params JSON      Tool parameters as JSON string
      --max-size N       Max response size in bytes (default: 20480)
      --timeout N        Request timeout in seconds (default: 30 for search, 60 for execute)
      --json             Output raw JSON instead of formatted display

    Workflow

    1. **Search**: Describe the capability needed (not specific parameters)

    - Good: "weather forecast API"

    - Bad: "get weather for London"

    2. **Select**: Review tools by `success_rate` and `avg_execution_time`

    3. **Execute**: Call tool with `tool_id`, `search_id`, and `parameters`

    Example Session

    # Find weather tools
    node scripts/qveris_tool.mjs search "current weather data"
    
    # Execute with returned tool_id and search_id
    node scripts/qveris_tool.mjs execute openweathermap_current_weather \
      --search-id abc123 \
      --params '{"city": "Tokyo", "units": "metric"}'

    Use Cases

  • **Weather**: Get current weather, forecasts for any location
  • **Search**: Web search, information retrieval
  • **Stocks & Finance**: Query stock prices, historical data, earnings calendars
  • **Economics**: GDP, inflation rates, economic indicators
  • **Geolocation**: IP lookup, geocoding, reverse geocoding
  • **AIGC**: Image generation, text-to-speech, AI content creation
  • **News**: Headlines, article search, trending topics
  • **Social Media**: Trending topics, post analytics, engagement data
  • **Health Data**: Clinical trials, drug info, health statistics
  • **And more**: QVeris aggregates thousands of API tools
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