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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. Skill: research-cog Owner: nitishgargiitd Summary: #1 on DeepResearch Bench (Feb 2026). Deep research agent powered by CellCog. Market research, competitive analysis, stock analysis, investment research, academic research with citations. Tags: latest:1.0.3 Version history: v1.0.3 | 2026-02-11T01:46:52.322Z | user - Added author information and explicit dependency listing for cellcog in the skill metadata. - Minor imp

View on ClawHub

Rank

62

Safety

84

Downloads

3.2k

Updated

Apr 15, 2026

Version

1.0.3

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 3.2K downloads reported by the source. Last updated 4/15/2026.

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
Clawhubvendor · observed Apr 15, 2026
Adoption signal
3.2K downloadsadoption · observed Apr 15, 2026
Latest release
1.0.3release · observed Feb 11, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7a96cj9q65e0bhmzahv790en80ffqm:research-cog
  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/clawhub-nitishgargiitd-research-cog/snapshot"

Documentation

CLAWHUB

16,706 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: research-cog
description: "#1 on DeepResearch Bench (Feb 2026). Deep research agent powered by CellCog. Market research, competitive analysis, stock analysis, investment research, academic research with citations."
author: CellCog
metadata:
  openclaw:
    emoji: "🔬"
dependencies: [cellcog]
---

# Research Cog - Deep Research Powered by CellCog

**#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

---

## Prerequisites

This skill requires the `cellcog` skill for SDK setup and API calls.

```bash
clawhub install cellcog
```

**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.

**Quick pattern (v1.0+):**
```python
# 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 poll
```

---

## What You Can Research

### Competitive Analysis

Analyze companies against their competitors with structured insights:

- **Company vs. Competitors**: "Compare Stripe vs Square vs Adyen - market positioning, pricing, features, strengths/weaknesses"
- **SWOT Analysis**: "Create a SWOT analysis for Shopify in the e-commerce platform market"
- **Market Positioning**: "How does Notion position itself against Confluence, Coda, and Obsidian?"
- **Feature Comparison**: "Compare the AI capabilities of Salesforce, HubSpot, and Zoho CRM"

### Market Research

Understand markets, industries, and trends:

- **Industry Analysis**: "Analyze the electric vehicle market in Europe - size, growth, key players, trends"
- **Market Sizing**: "What's the TAM/SAM/SOM for AI-powered customer service tools in North America?"
- **Trend Analysis**: "What are the emerging trends in sustainable packaging for 2026?"
- **Customer Segments**: "Identify and profile the key customer segments for premium pet food"
- **Regulatory Landscape**: "Research FDA regulations for AI-powered medical devices"

### Stock & Investment Analysis

Financial research with data and analysis:

- **Company Fundamentals**: "Analyze NVIDIA's financials - revenue growth, margins, competitive moat"
- **Investment Thesis**: "Build an investment thesis for Microsoft's AI strategy"
- **Sector Analysis**: "Compare semiconductor stocks - NVDA, AMD, INTC, TSM"
- **Risk Assessment**: "What are the key risks for Tesla investors in 2026?"
- **Earnings Analysis**: "Summarize Apple's Q4 2025 earnings and forward guidance"

### Academic & Technical Research

Deep dives with proper citations:

- **Literature Review**: "Research the current state of quantum error correction techniques"
- **Technology Deep Dive**: "Explain transformer architectures and their evolution from attention mechanisms"
- **Scientific Topics**: "What's the

_meta.json

{
  "ownerId": "kn7a96cj9q65e0bhmzahv790en80ffqm",
  "slug": "research-cog",
  "version": "1.0.3",
  "publishedAt": 1770774412322
}

Machine-readable data

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

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceUrl": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "3.2K downloads",
      "href": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceUrl": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.3",
      "href": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceUrl": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-11T01:46:52.322Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-nitishgargiitd-research-cog/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-nitishgargiitd-research-cog/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.3",
      "description": "- Added author information and explicit dependency listing for `cellcog` in the skill metadata. - Minor improvements to the prerequisites section, clarifying that `cellcog` is required for SDK setup. - No functionality changes; documentation and metadata only.",
      "href": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceUrl": "https://clawhub.ai/nitishgargiitd/research-cog",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-11T01:46:52.322Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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