How should ResearchOps MegaAgent 科研工程化选题与文献情报平台 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.

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ResearchOps MegaAgent 科研工程化选题与文献情报平台

ResearchOps MegaAgent is a Dify Chatflow for research topic refinement and literature intelligence. It turns a broad research idea into structured search queries, retrieves papers from arXiv, OpenAlex, Crossref, Semantic Scholar, PubMed and Europe PMC, deduplicates and scores evidence, and generates a Markdown research report with literature insights, research gaps, methodology suggestions, risks, and citation-ready outputs. 1. Import the YAML file into Dify Studio and open the workflow canvas. 2. Configure your LLM provider in Dify. Any strong general-purpose chat model can be used, but a model with long-context reasoning is recommended because the workflow generates research reports from multiple evidence sources. 3. Configure the Semantic Scholar proxy key. This template uses the OMINI Semantic Scholar proxy endpoint: https://s2api.om

workflowitdeepseek

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Rank

Safety

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.

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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-shorpan-researchops-megaagent/snapshot"

Documentation

Dify

1,916 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/701bf356-d7ac-4bb2-a883-87d233cbfd5c",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/701bf356-d7ac-4bb2-a883-87d233cbfd5c",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:56.576Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/dify-shorpan-researchops-megaagent/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-shorpan-researchops-megaagent/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.