research

Research

Conduct comprehensive research on: $ARGUMENTS

Follow these steps precisely using RivalSearchMCP tools. Report progress after each step.

Step 1: Web Discovery

Use web_search for broad discovery:

• query: "$ARGUMENTS", num_results: 15, extract_content: true, follow_links: true, max_depth: 2

Identify the top 3-5 most relevant URLs. Note key themes and recurring sources.

Step 2: Social & Community Pulse

Use social_search to gauge community discussions:

• query: "$ARGUMENTS", platforms: ["reddit", "hackernews", "devto", "producthunt", "medium"], max_results_per_platform: 10, time_filter: "year"

Analyze what practitioners are saying. Note consensus, debate, and emerging opinions.

Step 3: News Coverage

Use news_aggregation for recent developments:

• query: "$ARGUMENTS", max_results: 15, time_range: "month"

Identify breaking news, announcements, and trend shifts.

Step 4: Academic Literature

Use scientific_research twice for peer-reviewed sources:

1. operation: "academic_search", query: "$ARGUMENTS", max_results: 15, sources: ["semantic_scholar", "arxiv"]
2. operation: "academic_search", query: "$ARGUMENTS survey OR review OR overview", max_results: 5

Identify the most cited papers, recent publications, key authors, and methodologies. Look for surveys that summarize the field.

Step 5: Datasets & Implementations

Use scientific_research for datasets:

• operation: "dataset_discovery", query: "$ARGUMENTS", max_results: 10

Use github_search for open source implementations:

• query: "$ARGUMENTS", sort: "stars", max_results: 10, include_readme: true

Step 6: Deep Content Retrieval

For the 3-5 most important sources from previous steps:

Use content_operations:

• operation: "retrieve", url: <selected_url>, extraction_method: "markdown"

For any key papers with accessible PDFs, use document_analysis:

• url: <paper_pdf_url>, max_pages: 10, extract_metadata: true, summary_length: 1000

Then analyze the most critical content:

• operation: "analyze", content: , analysis_type: "general", extract_key_points: true, summarize: true

Step 7: Compile Report

1. Executive Summary — 2-3 paragraph overview of key takeaways
2. Key Findings — Numbered list of the most important discoveries
3. Web Intelligence — What mainstream sources reveal
4. Community Sentiment — Practitioner discussions and opinions
5. Recent Developments — News, announcements, trend shifts
6. Academic Foundation — Key papers, methodologies, research threads, and key authors
7. Datasets & Tools — Available datasets and open source implementations
8. Deep Dive Insights — Detailed analysis from primary sources
9. Contradictions & Gaps — Where sources disagree or information is missing
10. Sources — Complete list of all URLs consulted

Use clean markdown. Cite sources inline with Source Name format.