Crawler Summary

Crawled techcommunity.microsoft.com a7324a19 answer-first brief

rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with n... rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with new AI scenarios across technical and business roles, and the new credentials are even faster to earn, most of their lab-based assessments lets you prove specific skills in just 45 minutes. For technical Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 3/14/2026

Best For

Crawled techcommunity.microsoft.com a7324a19 is best for general automation workflows where documented 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

Agent DossierGITHUB REPOSSafety: 84/100

Crawled techcommunity.microsoft.com a7324a19

rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with n... rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with new AI scenarios across technical and business roles, and the new credentials are even faster to earn, most of their lab-based assessments lets you prove specific skills in just 45 minutes. For technical

Public facts

3

Change events

1

Artifacts

0

Freshness

Mar 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

Profile only

Freshness

Mar 14, 2026

Vendor

Microsoft

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Unpublished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 4/14/2026.

Setup snapshot

  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Microsoft

profilemedium
Observed Apr 14, 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 Mar 14, 2026Source linkProvenance

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 REPOS

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with n... rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with new AI scenarios across technical and business roles, and the new credentials are even faster to earn, most of their lab-based assessments lets you prove specific skills in just 45 minutes. For technical

Full README

rate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with new AI scenarios across technical and business roles, and the new credentials are even faster to earn, most of their lab-based assessments lets you prove specific skills in just 45 minutes. For technical roles (developers, engineers, IT pros) Microsoft Applied Skills: Build a generative AI chat app. Demonstrate that you can create an interactive chat application using generative AI (with tools like Microsoft Foundry) and integrate large language models into real-world apps for better customer or employee experiences. Microsoft Applied Skills: Create an AI agent. Validate your skill in building and configuring agents (for example, in the Copilot ecosystem) and in orchestrating

Contract & API

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

MissingGITHUB REPOS

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/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.

Missingagent-directory
No close protocol neighbors were found.
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/crawl-7f47df972597d83eacee-a7324a196b22221db249/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T23:09:57.493Z"
    }
  },
  "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": [],
  "flattenedTokens": ""
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Microsoft",
    "href": "https://techcommunity.microsoft.com/tag/credentials?nodeId=board%3Askills-hub-blog",
    "sourceUrl": "https://techcommunity.microsoft.com/tag/credentials?nodeId=board%3Askills-hub-blog",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T23:26:25.608Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://techcommunity.microsoft.com/t5/windows-it-pro-blog/internet-explorer-11-desktop-app-retirement-faq/ba-p/2366549",
    "sourceUrl": "https://techcommunity.microsoft.com/t5/windows-it-pro-blog/internet-explorer-11-desktop-app-retirement-faq/ba-p/2366549",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:23:43.434Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crawl-7f47df972597d83eacee-a7324a196b22221db249/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://techcommunity.microsoft.com/t5/windows-it-pro-blog/internet-explorer-11-desktop-app-retirement-faq/ba-p/2366549",
    "sourceUrl": "https://techcommunity.microsoft.com/t5/windows-it-pro-blog/internet-explorer-11-desktop-app-retirement-faq/ba-p/2366549",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:23:43.434Z",
    "isPublic": true
  }
]

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