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InsightFlow｜用户反馈到需求机会

InsightFlow 将访谈记录、用户反馈、App Review、GitHub Issue 或需求描述，转化为可追溯、可人工审核的需求机会草稿。工作流会自动拆分原子反馈，识别反馈类型与用户痛点，引用证据原文及来源 ID，并给出置信度、待确认问题和优先级建议。证据不足时不会补全用户事实，而是标记 needs_input 或 needs_review。模型结果需经过结构校验和人工批准、修改或拒绝，最终同时输出 Markdown 阅读版与结构化 JSON。 1. 导入 InsightFlow DSL，并确认工作流包含输入校验、AI 分析、契约防护、结果整理、人工审核和最终校验节点。 2. 在“AI 分析｜提取反馈与机会”节点中选择当前工作区真实可调用的聊天模型。 3. 连续运行 3 次虚构样本，确认模型能在限定时间内返回，并满足 JSON Schema；不要仅依据模型列表中的“可用”状态。 4. 保留“契约防护｜解析与校验模型输出”节点。模型输出不合格时应返回 needs_review，不得自行补全用户事实。 5. 检查 Human Input 的 Webapp 提交方式，并确认“批准”“修改后通过”“拒绝”和“超时”分支连接正确。 6. 可选：创建公开、脱敏且许可证明确的知识库，并将知识检索结果作为分析规则参考；产品背景和知识库内容不能代替用户证据。 7. 测试时直接粘贴反馈：短反馈每行一条，长文本使用单独一行 --- 分隔，也可使用 【用户访谈】、【App Review】 等来

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View on Dify

Rank

86

Safety

82

Updated

Oct 9, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Difyvendor · observed Oct 9, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

  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.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/dify-elissa-insightflow/snapshot"

Documentation

Dify

496 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "href": "https://marketplace.dify.ai/api/v1/templates/bdd293dc-cbc7-494b-8a23-5b1b1a7aef8d",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/bdd293dc-cbc7-494b-8a23-5b1b1a7aef8d",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:57.747Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/dify-elissa-insightflow/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-elissa-insightflow/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.

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