How should 谣言终结者：基于多源异构对抗博弈的多模态事实核查系统 be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

谣言终结者：基于多源异构对抗博弈的多模态事实核查系统

Overview

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

Verifiededitorial-content

Overview

Executive Summary

针对互联网网络谣言、AI 深度伪造新闻（Deepfake）泛滥，导致老年人及青少年群体极易上当受骗的社会痛点，本项目开发了一套具备高度社会公益价值的事实核查闭环工作流。项目旨在解决实际问题，弘扬科学精神。系统赋予 AI “多维感知能力”与“闭环控制权”，通过语音转文字（STT）和视觉大模型，无缝接收长辈在微信群等社交媒体上遭遇的模糊截图或语音求助。系统内部通过“权威白名单取证”与“文本逻辑挑刺”两个多智能体在暗中对抗博弈，确保辟谣证据链铁证如山。项目最大的亮点在于打通了适老化的“最后一公里”——利用大模型将晦涩的科学原理和严肃报告进行“极端文本降维”，一键分发为“结论前置、大字报排版、亲切接地气”的一页纸科普海报，方便子女快速转发至家庭微信群，让前沿大模型技术真正转化为守护千家万户清朗网络空间的人文力量。 1. 创建应用 * 在 Dify Studio 中创建一个新的 **Workflow** 应用。 * 导入提供的 YAML 模板。 2. 配置模型 * 为 Workflow 中的 LLM 和 Agent 节点配置模型。 * 推荐使用 DeepSeek、Qwen 或其他兼容的推理模型。 3. 配置知识库 * 为事实核查相关节点配置知识库。 * 建议导入权威新闻、官方公告、政策文件等事实核查资料。 4. 测试工作流 * 输入待核查的文本、图片或网络消息。 * 工作流将自动完成内容分析、多源事实核查，并生成核查报告。 5. 发布应用 * 点击 **Publish（发布）**，获取应用的 WebApp URL。 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Unpublished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
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

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

针对互联网网络谣言、AI 深度伪造新闻（Deepfake）泛滥，导致老年人及青少年群体极易上当受骗的社会痛点，本项目开发了一套具备高度社会公益价值的事实核查闭环工作流。项目旨在解决实际问题，弘扬科学精神。系统赋予 AI “多维感知能力”与“闭环控制权”，通过语音转文字（STT）和视觉大模型，无缝接收长辈在微信群等社交媒体上遭遇的模糊截图或语音求助。系统内部通过“权威白名单取证”与“文本逻辑挑刺”两个多智能体在暗中对抗博弈，确保辟谣证据链铁证如山。项目最大的亮点在于打通了适老化的“最后一公里”——利用大模型将晦涩的科学原理和严肃报告进行“极端文本降维”，一键分发为“结论前置、大字报排版、亲切接地气”的一页纸科普海报，方便子女快速转发至家庭微信群，让前沿大模型技术真正转化为守护千家万户清朗网络空间的人文力量。 1. 创建应用 * 在 Dify Studio 中创建一个新的 **Workflow** 应用。 * 导入提供的 YAML 模板。 2. 配置模型 * 为 Workflow 中的 LLM 和 Agent 节点配置模型。 * 推荐使用 DeepSeek、Qwen 或其他兼容的推理模型。 3. 配置知识库 * 为事实核查相关节点配置知识库。 * 建议导入权威新闻、官方公告、政策文件等事实核查资料。 4. 测试工作流 * 输入待核查的文本、图片或网络消息。 * 工作流将自动完成内容分析、多源事实核查，并生成核查报告。 5. 发布应用 * 点击 **Publish（发布）**，获取应用的 WebApp URL。

Full README

创建应用

在 Dify Studio 中创建一个新的 Workflow 应用。
导入提供的 YAML 模板。

配置模型

为 Workflow 中的 LLM 和 Agent 节点配置模型。
推荐使用 DeepSeek、Qwen 或其他兼容的推理模型。

配置知识库

为事实核查相关节点配置知识库。
建议导入权威新闻、官方公告、政策文件等事实核查资料。

测试工作流

输入待核查的文本、图片或网络消息。
工作流将自动完成内容分析、多源事实核查，并生成核查报告。

发布应用

点击 Publish（发布），获取应用的 WebApp URL。

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 API Snapshot API Contract API Trust 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-ethanyin/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/dify-ethanyin/contract"

curl -s "https://www.xpersona.co/api/v1/agents/dify-ethanyin/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 hub More 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-ethanyin/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/dify-ethanyin/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/dify-ethanyin/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-ethanyin/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-ethanyin/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-ethanyin/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "DIFY_MARKETPLACE",
      "generatedAt": "2026-10-09T03:18:24.079Z"
    }
  },
  "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": "knowledge",
      "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"
    }
  ],
  "flattenedTokens": "capability:workflow|supported|profile capability:knowledge|supported|profile capability:gemini|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "href": "https://marketplace.dify.ai/api/v1/templates/f31dad81-f9c5-45c3-9209-60de89a1a0c9",
    "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/f31dad81-f9c5-45c3-9209-60de89a1a0c9",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:20:58.599Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/dify-ethanyin/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-ethanyin/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]