skills/qveris-cli/SKILL.md
Use QVeris CLI to discover and call third-party API tools. Use when you need to find an external API, integrate a web service, or retrieve live data (prices, weather, news, etc).
npx skillsauth add qverisai/qverisai qveris-cliInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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# Discover tools by capability
qveris discover "weather forecast API" --json --limit 10
# Inspect tool details (optional)
qveris inspect 1 --json
# Call with parameters (use sample_parameters from discover/inspect)
qveris call 1 --params '{"wfo": "BOU", "x": 50, "y": 30}' --json
# Validate without consuming credits
qveris call 1 --params '{"wfo": "BOU", "x": 50, "y": 30}' --dry-run --json
# Generate production code snippet (curl/python/js) — only on successful calls
qveris call 1 --params '{"wfo": "BOU", "x": 50, "y": 30}' --codegen curl
Always use --json for structured output.
Default: 4KB (TTY) / 20KB (piped/--json). Use --max-size -1 for unlimited.
Large responses are auto-truncated with a download link for the full result.
Results are cached per discover. Use numeric indices immediately. If you run a new discover, indices reset to reference the new results.
Describe tool capability, not data you want.
| User request | Wrong | Correct |
|-------------|-------|---------|
| "Nvidia earnings" | "Nvidia earnings" | "company earnings report API" |
| "Beijing weather" | "Beijing weather today" | "weather forecast API" |
| "BTC price" | "what is BTC price" | "cryptocurrency price API" |
Always query in English.
Prefer tools with:
success_rate >= 90%avg_execution_time_ms < 2000msfinal_scoreAfter 3 failures: report what was tried.
tools
Discover, inspect, and call third-party API capabilities via the QVeris MCP server, then generate production code that calls the QVeris REST API for tasks like fetching weather data, stock prices, or public datasets. Use when the user needs to find an external API, integrate a web service, connect to a third-party REST endpoint, or retrieve data from an external source.
tools
Use when work should span one or more detached tasks but still behave like one job with a single owner context. TaskFlow is the durable flow substrate under authoring layers like Lobster, ACPX, plugins, or plain code. Keep conditional logic in the caller; use TaskFlow for flow identity, child-task linkage, waiting state, revision-checked mutations, and user-facing emergence.
tools
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | | ------------------------------------------------------ | --------------------------
tools
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | | ------------------------------------------------------ | --------------------------