⚠️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.

🎵 Media & Entertainment

Pipeworx dogceov1.0.0

Name: Pipeworx dogceo
Author: brucegutman

pipeworx-dogceo

brucegutman

Random dog photos by breed — 120+ breeds with sub-breeds from the Dog CEO API

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

592

Stars

CreatedApr 8, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install brucegutman/pipeworx-dogceo

Skill Package1 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B55/100

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

Market Validation4/35

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

Documentation20/25

· SKILL.md present
· Brief documentation (≥500 chars)
· Contains tool definitions
· Contains usage examples or trigger description

Package Completeness6/15

· skillAssets present (0 files)

Security Analysis

💙 Low Risk

UNKNOWN_DATA_SINKhigh

Sends data to undocumented external endpoint (potential exfiltration)

POST → https://gateway.pipeworx.io/dogceo/mcp

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://pipeworx.io/packs/dogceo

AI Analysis

The skill's external API calls are consistent with its stated purpose of fetching random dog images, and no evidence of credential harvesting, hidden instructions, or obfuscation was found. The primary risk is the undocumented external endpoint, but this appears to be the legitimate service provider for the skill's functionality.

Audited Apr 17, 2026 · audit v1.0

💡

Usage Guide

Generated Jul 29, 2026

Frontend and full-stack developersPet tech startup foundersContent creators and educators in pet nicheUI/UX designers needing placeholder imagesChatbot developers for pet industrybeginner

💡 Application Scenarios

Pet Adoption Website EnhancementsAnimal Welfare / Pet Adoption

A pet adoption platform uses random dog breed images to dynamically populate breed profiles and showcase available dogs. This provides adopters with visual references for over 120 breeds, increasing engagement and adoption rates.

Dog Breed Identification AppMobile Apps / AI

Developers building a breed identification app can use this skill to retrieve reference images for training and user-facing examples. Users can see multiple random images of a suspected breed to confirm identification.

UI Development with Placeholder ImagesWeb Development / UI/UX

Frontend developers can quickly generate random dog images as placeholders during prototyping, replacing generic placeholder services with fun, breed-specific content. This speeds up design iterations and adds personality to wireframes.

Pet-Themed Chatbot ResponsesE-commerce / Customer Engagement

A chatbot for a pet supply store uses breed-specific or random dog images to respond to user requests like 'show me a golden retriever' or 'send a cute dog pic'. This increases user engagement and time spent in chat.

Educational Content for Dog BreedersEducation / Pet Care

Breeding educational websites can use the image API to display visual examples of different breeds and sub-breeds, helping prospective owners learn about appearance variations. This enriches online courses or breed guides.

💼 Business Models

Freemium API AccessSubscription fees for premium API access

The Dog CEO API is offered for free, but Pipeworx can monetize by providing higher rate limits, priority support, or dedicated endpoints as paid tiers. Attracts developers initially and converts heavy users.

Embedded Ad-Supported WidgetAd revenue share

Third-party websites embed a 'Random Dog Image' widget powered by this skill, with Pipeworx displaying subtle ads or branded elements. Revenue comes from ad impressions and click-throughs.

White-Label Breed Image ServiceLicensing fees per client or per user

Pipeworx licenses the breed image database and toolset to pet-related SaaS platforms (e.g., vet practice management systems) as a white-label feature. Clients pay a per-tenant or flat annual fee.

💬 Integration Tip

Use the MCP config provided to integrate with a single command. For non-MCP use, call the endpoint directly via curl or HTTPS POST. The API is stateless so no authentication is required for basic usage, making it ideal for quick prototyping.