Xpersona
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Xpersona Agent

文润 · 妙笔生花

文润是一款基于大型语言模型的智能助手，专注于将英文技术文章（AI、编程、产品、商业等领域）改写为高质量的中文内容。它不仅能准确传达原文信息，更能通过多轮评审和润色，使改写后的文章语言流畅、地道、自然，符合中文表达习惯和技术领域惯例，同时兼顾技术人员和一般读者的阅读体验。 1. 从插件市场安装 Firecrawl、Gemini 和 SiliconFlow 插件。 2. 授权 Firecrawl：前往 工具 → Firecrawl → 授权，输入您的 Firecrawl API 密钥。 3. 授权 Gemini：前往 工具 → Gemini → 授权，输入您的 Google AI API 密钥。 4. 授权 SiliconFlow：前往 工具 → SiliconFlow → 授权，输入您的 SiliconFlow API 密钥。 5. 在 **开始** 节点中，输入待改写的英文技术文章的网页地址（URL）。 6. **Firecrawl 单页面抓取** 工具节点会自动抓取该页面并返回 Markdown 格式内容，无需额外配置。 7. 在初步改写 LLM 节点（使用 Gemini 2.0 Flash）中选择模型，进行第一轮中文改写并去除文章无关部分。 8. 在并行的多个评审 LLM 节点中分别选择模型

Trust evidence available
View on DifyHomepage

Overall rank

#86

Adoption

No public adoption signal

Trust

Unknown

Freshness

Oct 9, 2026

Freshness

Last checked Oct 9, 2026

Best For

文润 · 妙笔生花 is best for workflow, support, firecrawl workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Dify, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

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

Verifiededitorial-content

Overview

Executive Summary

文润是一款基于大型语言模型的智能助手，专注于将英文技术文章（AI、编程、产品、商业等领域）改写为高质量的中文内容。它不仅能准确传达原文信息，更能通过多轮评审和润色，使改写后的文章语言流畅、地道、自然，符合中文表达习惯和技术领域惯例，同时兼顾技术人员和一般读者的阅读体验。 1. 从插件市场安装 Firecrawl、Gemini 和 SiliconFlow 插件。 2. 授权 Firecrawl：前往 工具 → Firecrawl → 授权，输入您的 Firecrawl API 密钥。 3. 授权 Gemini：前往 工具 → Gemini → 授权，输入您的 Google AI API 密钥。 4. 授权 SiliconFlow：前往 工具 → SiliconFlow → 授权，输入您的 SiliconFlow API 密钥。 5. 在 **开始** 节点中，输入待改写的英文技术文章的网页地址（URL）。 6. **Firecrawl 单页面抓取** 工具节点会自动抓取该页面并返回 Markdown 格式内容，无需额外配置。 7. 在初步改写 LLM 节点（使用 Gemini 2.0 Flash）中选择模型，进行第一轮中文改写并去除文章无关部分。 8. 在并行的多个评审 LLM 节点中分别选择模型 Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Oct 9, 2026

Vendor

Dify

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

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 & 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

Dify

profilemedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

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

Self-declaredDify

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

zh-Hans

Editorial read

Docs & README

Docs source

Dify

Editorial quality

ready

文润是一款基于大型语言模型的智能助手，专注于将英文技术文章（AI、编程、产品、商业等领域）改写为高质量的中文内容。它不仅能准确传达原文信息，更能通过多轮评审和润色，使改写后的文章语言流畅、地道、自然，符合中文表达习惯和技术领域惯例，同时兼顾技术人员和一般读者的阅读体验。 1. 从插件市场安装 Firecrawl、Gemini 和 SiliconFlow 插件。 2. 授权 Firecrawl：前往 工具 → Firecrawl → 授权，输入您的 Firecrawl API 密钥。 3. 授权 Gemini：前往 工具 → Gemini → 授权，输入您的 Google AI API 密钥。 4. 授权 SiliconFlow：前往 工具 → SiliconFlow → 授权，输入您的 SiliconFlow API 密钥。 5. 在 **开始** 节点中，输入待改写的英文技术文章的网页地址（URL）。 6. **Firecrawl 单页面抓取** 工具节点会自动抓取该页面并返回 Markdown 格式内容，无需额外配置。 7. 在初步改写 LLM 节点（使用 Gemini 2.0 Flash）中选择模型，进行第一轮中文改写并去除文章无关部分。 8. 在并行的多个评审 LLM 节点中分别选择模型

Full README
  1. 从插件市场安装 Firecrawl、Gemini 和 SiliconFlow 插件。
  2. 授权 Firecrawl：前往 工具 → Firecrawl → 授权，输入您的 Firecrawl API 密钥。
  3. 授权 Gemini：前往 工具 → Gemini → 授权，输入您的 Google AI API 密钥。
  4. 授权 SiliconFlow：前往 工具 → SiliconFlow → 授权，输入您的 SiliconFlow API 密钥。
  5. 在 开始 节点中，输入待改写的英文技术文章的网页地址（URL）。
  6. Firecrawl 单页面抓取 工具节点会自动抓取该页面并返回 Markdown 格式内容，无需额外配置。
  7. 在初步改写 LLM 节点（使用 Gemini 2.0 Flash）中选择模型，进行第一轮中文改写并去除文章无关部分。
  8. 在并行的多个评审 LLM 节点中分别选择模型（使用 SiliconFlow/DeepSeek），对初稿从语言地道性、术语准确性等维度进行多角度审阅。
  9. 在最终润色 LLM 节点中选择模型，综合各评审意见输出最终高质量中文版本。

API & Reliability

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

MissingDify

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust 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/dify-langgenius-ebcda5cf-2/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/contract"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/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.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

No close protocol neighbors were found.
Agent hubMore from this source

Machine Appendix

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

MissingDify

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/dify-langgenius-ebcda5cf-2/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "DIFY_MARKETPLACE",
      "generatedAt": "2026-10-09T03:19:23.209Z"
    }
  },
  "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": "workflow",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "support",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "firecrawl",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "gemini",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "siliconflow",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:workflow|supported|profile capability:support|supported|profile capability:firecrawl|supported|profile capability:gemini|supported|profile capability:siliconflow|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "href": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=258fd2f9-6a0a-4944-ad39-6db8ebcda5cf",
    "sourceUrl": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=258fd2f9-6a0a-4944-ad39-6db8ebcda5cf",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:20:55.414Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-ebcda5cf-2/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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