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🎓 Education & Learning

Dev.to Surferv1.0.0

Name: Dev.to Surfer
Author: zhaog100

devto-surfer

zhaog100

Surf Dev.to for AI tutorials and tech articles. Get latest articles, search by tags, and analyze trending topics.

education

UnavailableView on ClawHub

Installs (all time)

Installs (current)

Downloads

108

Stars

CreatedMar 11, 2026

UpdatedMar 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install zhaog100/devto-surfer

Skill Package4 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B56/100

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

Market Validation5/35

· 1 installs (minimal)
· 108 downloads (low demand)

Documentation18/25

· SKILL.md present
· Moderate documentation (≥1500 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

https://dev.to/api/`

Audited Apr 16, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 20, 2026

DevelopersContent CreatorsEducatorsResearchersbeginner

💡 Application Scenarios

Content Curation for AI Learning PlatformsEdTech

An online education platform uses this skill to automatically fetch the latest AI tutorials and tech articles from Dev.to, curating them into structured learning paths for students. It helps keep course materials up-to-date with trending topics, reducing manual research effort.

Market Research for Tech StartupsTechnology

A startup in the tech industry employs this skill to monitor Dev.to for trending articles on AI and machine learning, identifying emerging technologies and community interests. This data informs product development and marketing strategies by highlighting popular topics.

Social Media Content AggregationMarketing

A digital marketing agency uses this skill to gather top articles from Dev.to on specific tags like Python or AI, repurposing them for social media posts and newsletters. It streamlines content creation by providing fresh, relevant material from a trusted tech community.

Developer Community EngagementSoftware Development

A software company integrates this skill into its internal tools to fetch user articles and latest posts from Dev.to, helping developers stay informed and share insights. It fosters team collaboration and keeps employees updated on industry trends.

Academic Research SupportAcademia

Researchers in computer science use this skill to search Dev.to for articles by tags like machinelearning, collecting data on real-world AI applications and tutorials. It supplements traditional academic sources with practical, community-driven content for papers and studies.

💼 Business Models

Freemium Content Aggregation ServiceSubscription-based

Offer a free basic service that uses this skill to fetch Dev.to articles, with premium features like advanced analytics, custom tagging, and API integrations for businesses. Revenue comes from subscription fees for enhanced capabilities and priority support.

B2B SaaS for Tech TeamsTiered SaaS pricing

Sell a software-as-a-service tool that integrates this skill into company workflows for content monitoring and research. Target tech teams needing up-to-date AI insights, with pricing based on usage tiers and number of users.

Affiliate Marketing and Lead GenerationCommission-based

Use this skill to curate top AI tutorials and articles from Dev.to, embedding affiliate links or promoting related products and courses. Revenue is generated through commissions on sales or leads driven from the curated content.

💬 Integration Tip

Integrate this skill into chatbots or dashboards using simple HTTP requests to the Dev.to API, ensuring compliance with rate limits by implementing request throttling in your application.