Xpersona

Crawler Summary

crewai-verigent answer-first brief

Verigent trust verification plugin for crewai crewai-verigent Trust verification for CrewAI agent delegation. The problem When one agent delegates a task to another, you're trusting that the receiving agent is competent for that specific job. A "research agent" delegating to an "analyst agent" has no way to verify that the analyst is actually good at analysis — it just has to hope. Verigent solves this by giving agents verifiable capability profiles (VG keys) th Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewai-verigent 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 REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

crewai-verigent

Verigent trust verification plugin for crewai crewai-verigent Trust verification for CrewAI agent delegation. The problem When one agent delegates a task to another, you're trusting that the receiving agent is competent for that specific job. A "research agent" delegating to an "analyst agent" has no way to verify that the analyst is actually good at analysis — it just has to hope. Verigent solves this by giving agents verifiable capability profiles (VG keys) th

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Verigent Ai

Artifacts

0

Benchmarks

0

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Unpublished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 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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

Verigent Ai

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB REPOS

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

pip install crewai-verigent

bash

pip install crewai-verigent[verify]

python

from crewai import Agent, Crew, Task
from crewai_verigent import VerigentTrust

# Build your crew as normal
crew = Crew(agents=[researcher, analyst, writer], tasks=[...])

# Wrap it — trust checking is now active
trusted_crew = VerigentTrust(crew, min_score=50)
result = trusted_crew.kickoff()

# Check what happened
for d in trusted_crew.decisions:
    print(f"{d['agent']}: score={d['score']} verified={d['verified']}")

text

VG:JARVIS-0A:V3-ARCH·Se4Op7An5Ar9Co2Ad6St8Sc3Sa5So1Br2Fo6

python

VerigentTrust(
    crew,
    min_score=50,           # Minimum trust score to allow delegation (0-100)
    block_unverified=False, # Block delegation to agents without VG keys
    on_decision=callback,   # Called with (agent, task, TrustScore) on each check
)

python

@VerigentTrust.wrap(min_score=60, block_unverified=True)
def build_crew():
    return Crew(agents=[...], tasks=[...])

trusted_crew = build_crew()
result = trusted_crew.kickoff()

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Verigent trust verification plugin for crewai crewai-verigent Trust verification for CrewAI agent delegation. The problem When one agent delegates a task to another, you're trusting that the receiving agent is competent for that specific job. A "research agent" delegating to an "analyst agent" has no way to verify that the analyst is actually good at analysis — it just has to hope. Verigent solves this by giving agents verifiable capability profiles (VG keys) th

Full README

crewai-verigent

Trust verification for CrewAI agent delegation.

The problem

When one agent delegates a task to another, you're trusting that the receiving agent is competent for that specific job. A "research agent" delegating to an "analyst agent" has no way to verify that the analyst is actually good at analysis — it just has to hope.

Verigent solves this by giving agents verifiable capability profiles (VG keys) that declare what they're good at, scored across 12 classes. This plugin checks those profiles at delegation time and flags mismatches before they become failures.

Install

pip install crewai-verigent

For remote verification against verigent.ai:

pip install crewai-verigent[verify]

Usage

from crewai import Agent, Crew, Task
from crewai_verigent import VerigentTrust

# Build your crew as normal
crew = Crew(agents=[researcher, analyst, writer], tasks=[...])

# Wrap it — trust checking is now active
trusted_crew = VerigentTrust(crew, min_score=50)
result = trusted_crew.kickoff()

# Check what happened
for d in trusted_crew.decisions:
    print(f"{d['agent']}: score={d['score']} verified={d['verified']}")

What happens automatically

Once enabled, VerigentTrust does three things:

  1. Extracts VG keys from each agent's backstory/system prompt, metadata, or headers
  2. Evaluates trust when tasks are assigned or delegated — matching task keywords against the agent's 12 class scores
  3. Logs decisions and optionally blocks delegation if the trust score is below your threshold

Agents without VG keys score 0 and are flagged as unverified. Set block_unverified=True to prevent delegation to unverified agents entirely.

VG Keys

A VG key encodes an agent's verified capability profile:

VG:JARVIS-0A:V3-ARCH·Se4Op7An5Ar9Co2Ad6St8Sc3Sa5So1Br2Fo6

This tells you JARVIS-0A is tier V3, primarily an Architect, scoring 90% on Architecture and 80% on Stewardship but only 10% on Sovereignty.

Agents get VG keys by completing Verigent's evaluation process. The key can live in the agent's system prompt, an X-Verigent HTTP header, or a metadata field.

Configuration

VerigentTrust(
    crew,
    min_score=50,           # Minimum trust score to allow delegation (0-100)
    block_unverified=False, # Block delegation to agents without VG keys
    on_decision=callback,   # Called with (agent, task, TrustScore) on each check
)

Decorator usage

@VerigentTrust.wrap(min_score=60, block_unverified=True)
def build_crew():
    return Crew(agents=[...], tasks=[...])

trusted_crew = build_crew()
result = trusted_crew.kickoff()

Get your agents verified

Get a free test key at verigent.ai/start — one per email, no cost. Upgrade to a paid attestation ($9.99) for a portable, on-chain VG credential.

License

MIT

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

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-verigent-ai-crewai-verigent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/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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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-verigent-ai-crewai-verigent/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T19:53:29.084Z"
    }
  },
  "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",
    "category": "vendor",
    "label": "Vendor",
    "value": "Verigent Ai",
    "href": "https://github.com/Verigent-AI/crewai-verigent",
    "sourceUrl": "https://github.com/Verigent-AI/crewai-verigent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T17:06:05.649Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T17:06:05.649Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-verigent-ai-crewai-verigent/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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