⚠️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.

🧠 LLMs & Model APIs

AI Task Router Auto-Route Prompts by Complexity (Local/Cloud)v1.0.0

Name: AI Task Router Auto-Route Prompts by Complexity (Local/Cloud)
Author: TheShadowRose

task-complexity-router

TheShadowRose

Regex-based routing sends simple tasks to local AI, medium to mid-tier, complex to premium — saving 60%+ on API costs.

auto-routingcomplexity-detectioncost-optimizationlatestollamasmart-dispatchtask-routing

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

1.3K

Stars

CreatedMar 12, 2026

UpdatedMay 1, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install TheShadowRose/task-complexity-router

Skill Package4 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B62/100

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

Market Validation6/35

· 136 downloads (low demand)
· 2 installs (very low)

Documentation20/25

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

Package Completeness11/15

· skillAssets present (3 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://ko-fi.com/theshadowrose

Audited Apr 17, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 20, 2026

AI developersStartup foundersEnterprise IT managersbeginner

💡 Application Scenarios

Customer Support ChatbotE-commerce

Automatically routes simple greetings and FAQ queries to a local Ollama model, while escalating complex troubleshooting or complaint analysis to a mid-tier or premium model. This reduces API costs by handling 70% of interactions locally, improving response times for basic inquiries.

Content Generation PlatformDigital Marketing

Routes short social media captions or simple edits to local AI, medium-length blog outlines to a mid-tier model, and in-depth article writing or code debugging to premium models. Optimizes costs by allocating resources based on content complexity, saving up to 60% on token usage.

Educational Tutoring AssistantEdTech

Directs basic fact-checking or vocabulary questions to local models, while routing complex problem-solving or essay feedback to higher-tier models. Ensures cost-effective scaling for large student bases by minimizing premium model usage for routine tasks.

Internal Business AnalyticsFinance

Routes simple data queries like sales summaries to local AI, and complex predictive analysis or report generation to premium models. Reduces operational costs by leveraging free local processing for frequent, low-complexity requests from employees.

Healthcare Symptom CheckerHealthcare

Handles general wellness tips or appointment scheduling locally, while escalating detailed symptom analysis or medical guideline explanations to premium models for accuracy. Balances cost savings with reliable information for critical health inquiries.

💼 Business Models

SaaS SubscriptionRecurring monthly subscriptions from $50 to $500 per user

Offer the router as a cloud-based service with tiered pricing based on usage volume or model access levels. Charge monthly fees for enterprises needing cost optimization, with premium support and custom rule development as add-ons.

Consulting and IntegrationOne-time project fees starting at $2,000, plus annual retainer fees

Provide custom integration services to businesses, tailoring routing rules and models to specific workflows like customer service or content creation. Charge project-based fees for setup and ongoing maintenance contracts.

White-Label LicensingAnnual licensing fees ranging from $1,000 to $10,000 per client

License the router technology to other software vendors or AI platforms, allowing them to embed cost-saving features into their products. Revenue comes from licensing fees based on user count or transaction volume.

💬 Integration Tip

Start by defining clear regex patterns for common task types in your application, and test routing with sample prompts to fine-tune cost savings without sacrificing quality.