Xpersona

Crawler Summary

asqav-crewai-guardrail answer-first brief

crewAI GuardrailProvider that routes every tool-call authorization through asqav for a signed receipt Asqav GuardrailProvider for CrewAI This package evaluates tool requests with a local policy and attempts to record each decision through $1. Its CrewAI before-tool hook returns False when the provider denies the request. A successful signing request adds a receipt identifier to the decision metadata. The package is maintained by Asqav and requires an Asqav API key for signing. It does not independently verify receipt Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

asqav-crewai-guardrail 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
Agent DossierGITHUB REPOSSafety: 66/100

asqav-crewai-guardrail

crewAI GuardrailProvider that routes every tool-call authorization through asqav for a signed receipt Asqav GuardrailProvider for CrewAI This package evaluates tool requests with a local policy and attempts to record each decision through $1. Its CrewAI before-tool hook returns False when the provider denies the request. A successful signing request adds a receipt identifier to the decision metadata. The package is maintained by Asqav and requires an Asqav API key for signing. It does not independently verify receipt

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

Jagmarques

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Unpublished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

Jagmarques

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

4

Snippets

0

Languages

python

Executable Examples

bash

python -m pip install "asqav-crewai-guardrail[crewai] @ git+https://github.com/jagmarques/asqav-crewai-guardrail.git"

python

import asqav
from asqav_crewai_guardrail import AsqavGuardrailProvider, enable_guardrail

asqav.init()  # Reads ASQAV_API_KEY from the environment.
provider = AsqavGuardrailProvider(
    agent_name="my-crew",
    denied_tools={"shell", "file_write"},
)
enable_guardrail(provider)
# Configure the rest of your hooks and crew, then call Crew.kickoff().

python

from asqav_crewai_guardrail import AsqavGuardrailProvider

def policy(request):
    if request.tool_name == "wire_transfer":
        return False, "approval required"
    return True, "allowed by local policy"

provider = AsqavGuardrailProvider(agent_name="my-crew", policy=policy)

bash

python -m pip install -e ".[dev]"
python -m pytest -q

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

crewAI GuardrailProvider that routes every tool-call authorization through asqav for a signed receipt Asqav GuardrailProvider for CrewAI This package evaluates tool requests with a local policy and attempts to record each decision through $1. Its CrewAI before-tool hook returns False when the provider denies the request. A successful signing request adds a receipt identifier to the decision metadata. The package is maintained by Asqav and requires an Asqav API key for signing. It does not independently verify receipt

Full README

Asqav GuardrailProvider for CrewAI

This package evaluates tool requests with a local policy and attempts to record each decision through Asqav. Its CrewAI before-tool hook returns False when the provider denies the request. A successful signing request adds a receipt identifier to the decision metadata.

The package is maintained by Asqav and requires an Asqav API key for signing. It does not independently verify receipts or prove that an allowed tool executed.

Install and configure

Install the source with its CrewAI extra:

python -m pip install "asqav-crewai-guardrail[crewai] @ git+https://github.com/jagmarques/asqav-crewai-guardrail.git"

The supported dependency range is CrewAI 1.9.1 through the 1.x series and Asqav SDK 0.10.10 through the 0.10 series. Runtime checks exercise CrewAI 1.9.1 and 1.9.3 with SDK 0.10.10.

Call enable_guardrail once per process during serial application setup, before registering other before-tool hooks or starting execution. Existing hooks and repeated calls cause a setup error; the helper leaves the registry unchanged. If you also use asqav-crewai observational hooks, enable this guard first.

import asqav
from asqav_crewai_guardrail import AsqavGuardrailProvider, enable_guardrail

asqav.init()  # Reads ASQAV_API_KEY from the environment.
provider = AsqavGuardrailProvider(
    agent_name="my-crew",
    denied_tools={"shell", "file_write"},
)
enable_guardrail(provider)
# Configure the rest of your hooks and crew, then call Crew.kickoff().

Keep the guard registered. Concurrent setup or calls to CrewAI's clear/unregister APIs can invalidate its position. In the tested synchronous native and ReAct dispatchers, a denial stops execution before later hooks run. A later hook can still block an allowed call.

The policy sees input at this first callback. Later hooks must not change authorization-relevant inputs if callers rely on that decision. This integration does not establish coverage for every cached, skipped, asynchronous or custom framework path.

Choose the policy

The denylist takes precedence over a custom policy. With neither a matching denylist entry nor a custom policy, the provider allows the request.

Use a policy callback instead of the provider configuration above:

from asqav_crewai_guardrail import AsqavGuardrailProvider

def policy(request):
    if request.tool_name == "wire_transfer":
        return False, "approval required"
    return True, "allowed by local policy"

provider = AsqavGuardrailProvider(agent_name="my-crew", policy=policy)

A callback receives a GuardrailRequest and returns (allow, reason). The request includes the tool name/input, agent role, task description and crew identifier when available. The provider records permit or deny with the reason. An approval workflow must be implemented by the application; this package supplies no suspension, approval or countersigning lifecycle.

Failures and receipts

The provider and hook have separate fail_closed options, both defaulting to True:

| Condition | Default behavior | With the relevant option set to False | | --- | --- | --- | | Signing request fails | Provider denies; no receipt identifier | Provider retains the local policy decision without a receipt | | Provider evaluation raises or returns the wrong type | Hook denies | Hook permits the request to continue |

Diagnostic logging cannot change these decisions. The SDK may retry retryable HTTP failures before returning an error. The observe=True provider option evaluates policy without requesting a signature; a deny decision still blocks a request that reaches the hook.

On successful signing, GuardrailDecision.metadata["receipt_id"] contains the returned signature identifier. Failed signing and observation mode do not guarantee a receipt. A decision receipt records authorization, not tool completion. health_check() inspects local SDK/provider state and makes no network request.

Data sent to Asqav

The built-in provider constructs signing context from the tool name, agent role, crew identifier, task description and verdict. It also supplies the tool name, policy decision and reason to the SDK. It does not put raw tool input into that signing context; a custom policy receives the input locally.

SDK mode determines whether this context is hashed or sent in full. Identifiers and decision metadata can still be sent in hash-only mode. Set ASQAV_MODE=hash-only in the application environment when that mode is required; set ASQAV_MODE=full-payload to send the selected context. Other CrewAI components and model providers handle their own traffic separately.

Development

python -m pip install -e ".[dev]"
python -m pytest -q

The suite includes real Crew.kickoff() native/ReAct dispatch with the actual SDK, plus focused unit tests. Model responses and HTTP replies are local fixtures; tests prohibit network connections. The framework cases check setup order, denial/allow execution, provider failures and throwing diagnostic handlers. They do not claim live service responses or cryptographic receipt verification.

The protocol dataclasses can be imported without CrewAI. enable_guardrail() requires CrewAI and its public hook API.

License

Elastic License 2.0.

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-jagmarques-asqav-crewai-guardrail/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/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-jagmarques-asqav-crewai-guardrail/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T21:44:58.368Z"
    }
  },
  "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": "Jagmarques",
    "href": "https://github.com/jagmarques/asqav-crewai-guardrail",
    "sourceUrl": "https://github.com/jagmarques/asqav-crewai-guardrail",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T02:22:21.638Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T02:22:21.638Z",
    "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-jagmarques-asqav-crewai-guardrail/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-jagmarques-asqav-crewai-guardrail/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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