How should crewai-veroq be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

crewai-veroq answer-first brief

CrewAI integration for VEROQ — 40 tools for AI agent crews. Financial intelligence, trading signals, fact-checking. crewai-veroq $1 $1 $1 $1 VEROQ Intelligence tools for $1 agents. Drop verified intelligence into any CrewAI workflow. Install Quick Start Two tools cover 90% of use cases: - **VeroqAskTool** -- ask any financial question in natural language - **VeroqVerifyTool** -- fact-check any claim against verified intelligence Full Crew Example Environment Variables The tools accept api_key in the constructor. If omitted, the SD Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Freshness

Last checked 5/31/2026

Best For

crewai-veroq is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 66/100

crewai-veroq

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Veroq Ai

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

View Source

Setup snapshot

git clone https://github.com/Veroq-ai/crewai-veroq.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Veroq Ai

profilemedium

Observed May 31, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 31, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

python

Executable Examples

bash

pip install crewai-veroq

python

from crewai_veroq import VeroqAskTool, VeroqVerifyTool

tools = [VeroqAskTool(), VeroqVerifyTool()]
# Use with any CrewAI agent

python

from crewai import Agent, Task, Crew
from crewai_veroq import VeroqAskTool, VeroqVerifyTool, VeroqSearchTool

ask = VeroqAskTool(api_key="your-api-key")
verify = VeroqVerifyTool(api_key="your-api-key")
search = VeroqSearchTool(api_key="your-api-key")

researcher = Agent(
    role="Financial Analyst",
    goal="Research and verify financial intelligence",
    tools=[ask, verify, search],
)

task = Task(
    description="How is NVDA doing? Verify that NVIDIA beat Q4 earnings.",
    agent=researcher,
    expected_output="Analysis with verified facts",
)

crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

crewai-veroq

VEROQ Intelligence tools for CrewAI agents. Drop verified intelligence into any CrewAI workflow.

Install

pip install crewai-veroq

Quick Start

from crewai_veroq import VeroqAskTool, VeroqVerifyTool

tools = [VeroqAskTool(), VeroqVerifyTool()]
# Use with any CrewAI agent

Two tools cover 90% of use cases:

VeroqAskTool -- ask any financial question in natural language
VeroqVerifyTool -- fact-check any claim against verified intelligence

Full Crew Example

from crewai import Agent, Task, Crew
from crewai_veroq import VeroqAskTool, VeroqVerifyTool, VeroqSearchTool

ask = VeroqAskTool(api_key="your-api-key")
verify = VeroqVerifyTool(api_key="your-api-key")
search = VeroqSearchTool(api_key="your-api-key")

researcher = Agent(
    role="Financial Analyst",
    goal="Research and verify financial intelligence",
    tools=[ask, verify, search],
)

task = Task(
    description="How is NVDA doing? Verify that NVIDIA beat Q4 earnings.",
    agent=researcher,
    expected_output="Analysis with verified facts",
)

crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()

Environment Variables

The tools accept api_key in the constructor. If omitted, the SDK checks these environment variables in order:

VEROQ_API_KEY
POLARIS_API_KEY

Tools

| Tool | Description | |------|------------| | VeroqAskTool | Ask any financial question in natural language | | VeroqVerifyTool | Fact-check a claim against verified intelligence | | VeroqSearchTool | Search verified intelligence with confidence scores | | VeroqFullTool | Cross-reference 9 sources | | VeroqFeedTool | Get latest intelligence feed | | VeroqBriefTool | Get a specific brief by ID | | VeroqExtractTool | Extract article content from URLs | | VeroqEntityTool | Look up entity coverage | | VeroqTrendingTool | Get trending entities | | VeroqCompareTool | Compare outlet coverage of a story | | VeroqResearchTool | Deep multi-source research | | VeroqCandlesTool | OHLCV candle data | | VeroqTechnicalsTool | Technical indicators | | VeroqMarketMoversTool | Top market movers | | VeroqEconomyTool | Economic indicators | | VeroqCryptoTool | Crypto market data | | VeroqDefiTool | DeFi protocol data | | VeroqScreenerTool | Stock screener | | VeroqInsiderTool | Insider trading data | | VeroqFilingsTool | SEC filings | | VeroqAnalystsTool | Analyst ratings | | VeroqCongressTool | Congressional trading data | | VeroqRunAgentTool | Run a marketplace agent |

Backward Compatibility

This package also exports all tools under their original Polaris* names for backward compatibility. Both VeroqSearchTool and PolarisSearchTool work identically.

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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OPENCLAWoceanbuslangchainlangchain-tools

Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T23:20:24.190Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Veroq Ai",
    "category": "vendor",
    "href": "https://github.com/Veroq-ai/crewai-veroq",
    "sourceUrl": "https://github.com/Veroq-ai/crewai-veroq",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:44.766Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:44.766Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-veroq-ai-crewai-veroq/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

crewai-veroq answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

crewai-veroq

Install

Quick Start

Full Crew Example

Environment Variables

Tools

Backward Compatibility

Links

License

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

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