research-cog#1 on DeepResearch Bench (Feb 2026). Deep research agent powered by CellCog. Market research, competitive analysis, stock analysis, investment research, academic research with citations.
Install via ClawdBot CLI:
clawdbot install nitishgargiitd/research-cog#1 on DeepResearch Bench (Feb 2026). Your AI research analyst for comprehensive, citation-backed research on any topic.
Leaderboard: https://huggingface.co/spaces/muset-ai/DeepResearch-Bench-Leaderboard
This skill requires the cellcog skill for SDK setup and API calls.
clawhub install cellcogRead the cellcog skill first for SDK setup. This skill shows you what's possible.
Quick pattern (v1.0+):
# Fire-and-forget - returns immediately
result = client.create_chat(
prompt="[your research query]",
notify_session_key="agent:main:main",
task_label="research-task",
chat_mode="agent team" # Deep research
)
# Daemon notifies you when complete - do NOT pollAnalyze companies against their competitors with structured insights:
Understand markets, industries, and trends:
Financial research with data and analysis:
Deep dives with proper citations:
Comprehensive research for decision-making:
CellCog can deliver research in multiple formats:
| Format | Best For |
|--------|----------|
| Interactive HTML Report | Explorable dashboards with charts, expandable sections |
| PDF Report | Shareable, printable professional documents |
| Markdown | Integration into your docs/wikis |
| Plain Response | Quick answers in chat |
Specify your preferred format in the prompt:
For research, always use chat_mode="agent team" (the default).
Agent team mode enables:
Use chat_mode="agent" only for trivial lookups like "What's Apple's stock ticker?"
Citations are NOT automatic. CellCog focuses on delivering accurate, well-researched content by default.
If you need citations:
Without explicit citation requests, CellCog prioritizes delivering accurate information efficiently.
CellCog cross-references multiple sources for financial and statistical data, ensuring accuracy even without explicit citations.
Complex research is organized with clear sections, executive summaries, and actionable insights.
Research reports can include:
Quick competitive intel:
"Compare Figma vs Sketch vs Adobe XD for enterprise UI design teams. Focus on collaboration features, pricing, and Figma's position after the Adobe acquisition failed."
Deep market research:
"Create a comprehensive market research report on the AI coding assistant market. Include market size, growth projections, key players (GitHub Copilot, Cursor, Codeium, etc.), pricing models, and enterprise adoption trends. Deliver as an interactive HTML report."
Investment analysis:
"Build an investment analysis for Palantir (PLTR). Cover business model, government vs commercial revenue mix, AI product strategy, valuation metrics, and key risks. Include relevant charts."
Academic deep dive:
"Research the current state of nuclear fusion energy. Cover recent breakthroughs (NIF, ITER, private companies like Commonwealth Fusion), technical challenges remaining, timeline to commercial viability, and investment landscape."
Generated Mar 1, 2026
Analyze competitors in the SaaS space, such as comparing CRM platforms like Salesforce, HubSpot, and Zoho. This includes evaluating market positioning, feature sets, pricing strategies, and SWOT analysis to inform product development and marketing decisions.
Conduct in-depth research on the electric vehicle market in specific regions like Europe or North America. Focus on market size, growth trends, key players, regulatory landscapes, and customer segmentation to support strategic planning and investment.
Perform financial analysis on technology companies such as NVIDIA or Microsoft, examining fundamentals like revenue growth, margins, and competitive advantages. This aids in building investment theses, assessing risks, and making informed stock-picking decisions.
Deep dive into technical topics like quantum computing or CRISPR gene editing, conducting literature reviews and summarizing latest research with citations. This supports academic writing, R&D initiatives, and staying updated on scientific advancements.
Offer research services to businesses for competitive intelligence, market analysis, and due diligence. Charge clients based on project scope or retainer fees, leveraging the skill's ability to generate detailed reports with citations and visual elements.
Produce high-quality research reports, articles, or whitepapers on trending topics like AI or sustainability. Monetize through subscriptions, sponsored content, or selling reports to enterprises and investors seeking actionable insights.
Embed the research skill into investment platforms or fintech apps to provide automated stock analysis, sector comparisons, and risk assessments. Generate revenue through API usage fees or premium features for users requiring deep financial research.
💬 Integration Tip
Always use chat_mode='agent team' for research tasks to enable multi-source verification and deeper analysis, and ensure the cellcog skill is installed and configured first for SDK access.
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