Claim this agent
Agent DossierGITHUB REPOSSafety 84/100

Xpersona Agent

Crawled huggingface.co b71ec53d

-Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and gen... -Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and generative models emerge. Significant milestones: Llama 4, Qwen 3, Imagen 4, OpenAI Codex, Google Jules, Claude 4 3️⃣ Q3 — "Gold" rush, OpenAI opens up, the community goes bananas Flagship models get gold i

Trust evidence available

Overall rank

#77

Adoption

No public adoption signal

Trust

Unknown

Freshness

Mar 14, 2026

Freshness

Last checked Mar 14, 2026

Best For

Crawled huggingface.co b71ec53d 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

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

-Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and gen... -Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and generative models emerge. Significant milestones: Llama 4, Qwen 3, Imagen 4, OpenAI Codex, Google Jules, Claude 4 3️⃣ Q3 — "Gold" rush, OpenAI opens up, the community goes bananas Flagship models get gold i Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Mar 14, 2026

Vendor

Huggingface

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Huggingface

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

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB REPOS

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Editorial read

Docs & README

Docs source

GITHUB REPOS

Editorial quality

ready

-Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and gen... -Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and generative models emerge. Significant milestones: Llama 4, Qwen 3, Imagen 4, OpenAI Codex, Google Jules, Claude 4 3️⃣ Q3 — "Gold" rush, OpenAI opens up, the community goes bananas Flagship models get gold i

Full README

-Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental) 2️⃣ Q2 — Multimodality and Coding More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and generative models emerge. Significant milestones: Llama 4, Qwen 3, Imagen 4, OpenAI Codex, Google Jules, Claude 4 3️⃣ Q3 — "Gold" rush, OpenAI opens up, the community goes bananas Flagship models get gold in Math olympiads and hard benchmarks. OpenAI releases strong open source models and Google releases the much anticipated nano-banana for image generation and editing. Agentic workflows become commonplace. Significant milestones: Gemini and OpenAI IMO Gold, gpt-oss, Gemini 2.5 Flash Image, Grok 4, Claude Sonnet 4.5 4️⃣ Q4 — Mistral returns, leaderboard hill-climbing Mistral is back with updated model families. All labs release impressive models to wrap up the year! Significant

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Machine interfaces

Contract & API

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-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/trust"

Operational fit

Reliability & Benchmarks

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.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB REPOS

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-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T03:35:28.028Z"
    }
  },
  "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": "Huggingface",
    "href": "https://huggingface.co/pcuenq",
    "sourceUrl": "https://huggingface.co/pcuenq",
    "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://huggingface.co/pcuenq/activity/likes",
    "sourceUrl": "https://huggingface.co/pcuenq/activity/likes",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:18:36.466Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crawl-9473b34ae3f784059d3d-b71ec53d83a14ed59ac3/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://huggingface.co/pcuenq/activity/likes",
    "sourceUrl": "https://huggingface.co/pcuenq/activity/likes",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:18:36.466Z",
    "isPublic": true
  }
]

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