⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

📚 Academic & Research

A research is searching around something.v1.3.0

Name: A research is searching around something.
Author: goog

q-research

goog

6-step structured research skill. Searches arXiv, reads 5 papers via markitdown, has Claude select the best 2, runs 4 targeted web searches (explanation, Git...

latest

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Installs (all time)

Installs (current)

Downloads

606

Stars

CreatedApr 13, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install goog/q-research

Skill Package4 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B60/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 504 downloads (moderate demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (3 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

http://www.w3.org/2005/Atom

KNOWN_EXTERNALlow

Uses known external API (expected, informational)

api.anthropic.com

Audited Apr 16, 2026 · audit v1.0

💡

Usage Guide

Generated May 23, 2026

Researchers and academics needing literature reviewsR&D engineers and technical product managersStudents and self-learners in technical fieldsVenture capital analysts and technology scoutsintermediate

💡 Application Scenarios

Academic Literature ReviewAcademia & Research

Researchers can use OWL to quickly gather and summarize the most relevant papers on a topic from arXiv, with additional web context. This replaces hours of manual searching and reading.

Technology Due DiligenceVenture Capital / Corporate R&D

Venture capital firms and corporate R&D teams can evaluate emerging technologies by getting a curated summary of academic papers and web resources. Useful for investment or partnership decisions.

Competitive IntelligenceTechnology / Product Management

Product managers and strategists can stay informed about cutting-edge research in their domain. OWL provides a concise, citation-backed overview of recent advances.

Self-Education & SkillingEducation & Professional Development

Individuals can use OWL to dive deep into any technical topic, from LoRA fine-tuning to quantum error correction, and get a structured summary with both papers and practical resources.

💼 Business Models

Freemium SaaSSubscription fees from individual researchers and teams.

Offer a limited number of free research runs per month, with paid tiers for higher volume, priority access, or custom integrations (e.g., Slack, Notion).

Enterprise API LicensingAnnual licensing fees based on API call volume and support level.

License the OWL pipeline as an API to large organizations for integrating into their internal knowledge management or R&D workflows.

Embedded Feature in Existing PlatformsRevenue share per premium activation or flat integration fee.

Partner with academic search engines, knowledge bases, or project management tools to embed OWL as a premium feature, sharing revenue.

💬 Integration Tip

To integrate OWL into your workflow, set up the required API keys (OPENROUTER_API_KEY, SERPER_API_KEY) and install Python dependencies. Then use the CLI or wrap the Python script in a web service or scheduled job.