How should adapter-crewai 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

adapter-crewai answer-first brief

Palveron AI Governance adapter for CrewAI — task guardrails and audit trails palveron-crewai PALVERON AI Governance adapter for **CrewAI** — task guardrails, step callbacks, and audit trails for every crew execution. $1 $1 --- Add one guardrail function. Every task output gets checked against your $1 governance policies. PII is caught. Blocked outputs trigger retries. Everything gets an audit trail. Installation Quick Start: Task Guardrail If the agent's output contains PII, secrets, or viola Capability contract not published. No trust telemetry is available yet. Last updated 5/19/2026.

Freshness

Last checked 5/19/2026

Best For

adapter-crewai 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

Card Facts Snapshot Contract Trust

Agent DossierGITHUB REPOSSafety: 66/100

adapter-crewai

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

May 19, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/19/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 19, 2026

Vendor

Palveron

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Unpublished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 5/19/2026.

View Source

Setup snapshot

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

Palveron

profilemedium

Observed May 19, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 19, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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

Examples

Snippets

Languages

python

Executable Examples

bash

pip install palveron-crewai

python

from crewai import Agent, Task, Crew
from palveron_crewai import palveron_guardrail

# Create PALVERON guardrail
guardrail = palveron_guardrail(api_key="pv_live_xxx")

# Attach to any task
report_task = Task(
    description="Write a customer analysis report",
    expected_output="A report with customer insights",
    agent=analyst_agent,
    guardrail=guardrail,           # ← PALVERON governance
    guardrail_max_retries=2,       # Retry if blocked
)

python

from palveron_crewai import PalveronStepCallback

callback = PalveronStepCallback(api_key="pv_live_xxx")

crew = Crew(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    step_callback=callback,  # ← Every step governed
)

result = crew.kickoff(inputs={"topic": "AI Safety"})

# Governance summary
print(f"Checked: {callback.check_count}, Blocked: {callback.blocked_count}")
print(f"Traces: {callback.trace_ids}")

python

from palveron_crewai import PalveronCrewGovernance

gov = PalveronCrewGovernance(api_key="pv_live_xxx")

task = Task(..., guardrail=gov.task_guardrail())
crew = Crew(..., step_callback=gov.step_callback())

result = crew.kickoff(inputs={...})
print(gov.summary())  # {"checks": 12, "blocked": 1, "trace_ids": [...]}

python

guardrail = palveron_guardrail(
    api_key="pv_live_xxx",
    base_url="https://gateway.internal.corp:8080",  # On-prem
    fail_open=False,          # Block on gateway errors (default)
    metadata={"team": "ml"},  # Extra metadata on traces
)

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

palveron-crewai

PALVERON AI Governance adapter for CrewAI — task guardrails, step callbacks, and audit trails for every crew execution.

Add one guardrail function. Every task output gets checked against your PALVERON governance policies. PII is caught. Blocked outputs trigger retries. Everything gets an audit trail.

Installation

pip install palveron-crewai

Quick Start: Task Guardrail

from crewai import Agent, Task, Crew
from palveron_crewai import palveron_guardrail

# Create PALVERON guardrail
guardrail = palveron_guardrail(api_key="pv_live_xxx")

# Attach to any task
report_task = Task(
    description="Write a customer analysis report",
    expected_output="A report with customer insights",
    agent=analyst_agent,
    guardrail=guardrail,           # ← PALVERON governance
    guardrail_max_retries=2,       # Retry if blocked
)

If the agent's output contains PII, secrets, or violates your policies, CrewAI automatically retries the task with PALVERON feedback.

Quick Start: Step Callback

from palveron_crewai import PalveronStepCallback

callback = PalveronStepCallback(api_key="pv_live_xxx")

crew = Crew(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    step_callback=callback,  # ← Every step governed
)

result = crew.kickoff(inputs={"topic": "AI Safety"})

# Governance summary
print(f"Checked: {callback.check_count}, Blocked: {callback.blocked_count}")
print(f"Traces: {callback.trace_ids}")

Combined Governance

from palveron_crewai import PalveronCrewGovernance

gov = PalveronCrewGovernance(api_key="pv_live_xxx")

task = Task(..., guardrail=gov.task_guardrail())
crew = Crew(..., step_callback=gov.step_callback())

result = crew.kickoff(inputs={...})
print(gov.summary())  # {"checks": 12, "blocked": 1, "trace_ids": [...]}

Configuration

guardrail = palveron_guardrail(
    api_key="pv_live_xxx",
    base_url="https://gateway.internal.corp:8080",  # On-prem
    fail_open=False,          # Block on gateway errors (default)
    metadata={"team": "ml"},  # Extra metadata on traces
)

How It Works

| Decision | Guardrail Behavior | |----------|-------------------| | ALLOWED | (True, output) — task proceeds | | MODIFIED | (True, sanitized_output) — proceeds with PII redacted | | BLOCKED | (False, feedback) — CrewAI retries with PALVERON feedback |

License

Apache 2.0

Contract & API

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

MissingGITHUB REPOS

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-palveron-adapter-crewai/snapshot"

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

curl -s "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/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.

Related Agents

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

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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-palveron-adapter-crewai/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T02:57:06.694Z"
    }
  },
  "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": "Palveron",
    "category": "vendor",
    "href": "https://github.com/palveron/adapter-crewai",
    "sourceUrl": "https://github.com/palveron/adapter-crewai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-19T06:57:54.005Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-19T06:57:54.005Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "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,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-palveron-adapter-crewai/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

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,
    "metadata": {}
  }
]

adapter-crewai answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

palveron-crewai

Installation

Quick Start: Task Guardrail

Quick Start: Step Callback

Combined Governance

Configuration

How It Works

Links

License

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

AionUi

activepieces

cherry-studio

CopilotKit