Xpersona

Crawler Summary

AI-SDK-CREWAI answer-first brief

Role-based autonomous crews for delegated mission execution AI-SDK-CREWAI Role-based autonomous crews for delegated mission execution. Current Features - Agents Army routing with skill-aware primary agent selection. - FastAPI service and local CLI entrypoint. - CrewAI crew scaffold creation with graceful runtime-config messaging. - Docker packaging, CI workflow, and pytest contract tests. - Portfolio metadata, strategy notes, and skill matrix. Existing Runtime Flow 1. A user Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

AI-SDK-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 OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierGitHubSafety: 66/100

AI-SDK-CREWAI

Role-based autonomous crews for delegated mission execution AI-SDK-CREWAI Role-based autonomous crews for delegated mission execution. Current Features - Agents Army routing with skill-aware primary agent selection. - FastAPI service and local CLI entrypoint. - CrewAI crew scaffold creation with graceful runtime-config messaging. - Docker packaging, CI workflow, and pytest contract tests. - Portfolio metadata, strategy notes, and skill matrix. Existing Runtime Flow 1. A user

OpenClawself-declared

Public facts

7

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Mk Knight23

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Unpublished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. 1 GitHub stars reported by the source. Last updated 10/9/2026.

View Source

Setup snapshot

git clone https://github.com/mk-knight23/AI-SDK-CREWAI.git
  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

Mk Knight23

profilemedium
Observed May 11, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance

Protocol compatibility

OpenClaw

contractmedium
Observed May 11, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Oct 9, 2026Source linkProvenance
Security (2)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

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 OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

python3 -m pip install -r requirements.txt
python3 runner.py --mission "build secure api, add tests, and deploy"

bash

uvicorn api:app --host 0.0.0.0 --port 8000

bash

curl http://localhost:8000/health

bash

curl -X POST http://localhost:8000/run \
  -H "content-type: application/json" \
  -d '{"mission":"secure audit and deploy an AI workflow"}'

bash

curl http://localhost:8000/health
curl -X POST http://localhost:8000/run \
  -H "content-type: application/json" \
  -d '{"mission":"secure audit and deploy an AI workflow"}'

bash

python3 -m pytest

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Role-based autonomous crews for delegated mission execution AI-SDK-CREWAI Role-based autonomous crews for delegated mission execution. Current Features - Agents Army routing with skill-aware primary agent selection. - FastAPI service and local CLI entrypoint. - CrewAI crew scaffold creation with graceful runtime-config messaging. - Docker packaging, CI workflow, and pytest contract tests. - Portfolio metadata, strategy notes, and skill matrix. Existing Runtime Flow 1. A user

Full README

AI-SDK-CREWAI

Role-based autonomous crews for delegated mission execution.

Current Features

  • Agents Army routing with skill-aware primary agent selection.
  • FastAPI service and local CLI entrypoint.
  • CrewAI crew scaffold creation with graceful runtime-config messaging.
  • Docker packaging, CI workflow, and pytest contract tests.
  • Portfolio metadata, strategy notes, and skill matrix.

Existing Runtime Flow

  1. A user sends a mission through the CLI or POST /run.
  2. The shared Agents Army router scores the mission against agent skills.
  3. The adapter selects a primary agent and support agents.
  4. The CrewAI integration validates the framework-specific execution path.
  5. The response returns routing, support agents, result text, and verification notes.

SDK-Specific Implementation

Builds a CrewAI Agent, Task, and Crew scaffold from the routed mission.

Repository Structure

  • app.py: framework adapter and mission execution entrypoint.
  • api.py: FastAPI health and run endpoints.
  • runner.py: local CLI demo runner.
  • core/agents_army_core/: shared routing, mission models, registry, and instruction rendering.
  • tests/: contract tests for routing and verification behavior.
  • .github/workflows/ci.yml: automated pytest checks.
  • Dockerfile: container packaging for API deployment.
  • SKILLSET.md: skills represented by this SDK adapter.

Run Locally

python3 -m pip install -r requirements.txt
python3 runner.py --mission "build secure api, add tests, and deploy"

Run As An API

uvicorn api:app --host 0.0.0.0 --port 8000

curl http://localhost:8000/health
curl -X POST http://localhost:8000/run \
  -H "content-type: application/json" \
  -d '{"mission":"secure audit and deploy an AI workflow"}'

Test

python3 -m pytest

Required Skill Set

See SKILLSET.md for the full skill matrix. At a high level this repository demonstrates:

  • CrewAI integration.
  • Agent routing and mission planning.
  • API design with clear input/output contracts.
  • CI-backed verification.
  • Secure environment-based configuration.

Upgrade Roadmap

  • Add specialized crew templates for engineering, security, and deployment missions.
  • Connect tool permissions and execution guardrails.
  • Persist task outputs and verification evidence.

Clean Repository Policy

Generated files such as __pycache__/, .pytest_cache/, local .env files, and dependency folders are ignored. Source, docs, tests, and deployment assets are intentionally kept in the repository.

Contract & API

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

MissingGITHUB OPENCLEW

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-mk-organization-1-ai-sdk-crewai/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-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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activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
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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-mk-organization-1-ai-sdk-crewai/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-10T00:15:49.430Z"
    }
  },
  "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T05:28:37.254Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/mk-knight23/AI-SDK-CREWAI",
    "sourceUrl": "https://github.com/mk-knight23/AI-SDK-CREWAI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T05:28:37.254Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Mk Knight23",
    "category": "vendor",
    "href": "https://github.com/mk-knight23/AI-SDK-CREWAI",
    "sourceUrl": "https://github.com/mk-knight23/AI-SDK-CREWAI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-11T06:21:56.754Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mk-knight23-ai-sdk-crewai/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-knight23-ai-sdk-crewai/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-11T06:21:56.754Z",
    "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-mk-knight23-ai-sdk-crewai/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-knight23-ai-sdk-crewai/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mk-organization-1-ai-sdk-crewai/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,
    "metadata": {}
  }
]

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