Claude Fast vs Quitlo

Native Task Sync & 6x Context Multiplier

This breakthrough feature establishes a bidirectional sync with Claude's own internal task management system. It transforms high-level plans into executable, tracked tasks within your documentation. This architecture allows the central orchestrator to delegate efficiently, effectively multiplying your usable context window by 6x. This means massively complex, multi-step projects can be managed without the AI losing coherence or forgetting critical details mid-execution, a common failure point in standard setups.

Intelligent Agent Routing & Specialized Squad

Claude Fast operates with a coordinated team of 11 specialized AI agents. The system uses intelligent routing to match task complexity with the right agent. Simple tasks go directly to a specialist for speed, while complex initiatives are routed through the central orchestrator for planning and decomposition. This ensures right-sized effort for every job, from writing a function to architecting a full-stack feature, maximizing both efficiency and output quality.

Zero Forgotten Skills with Activation Hook

The system guarantees 100% skill adherence through its Skill Activation Hook. Before Claude Code even sees your prompt, the hook auto-appends relevant skill recommendations. This ensures the AI always loads and utilizes the precise capabilities it needs at the right moment. No more prompting an agent and hoping it remembers to use its available tools; the framework actively manages its own capability stack in real-time.

Persistent Session Management & Self-Improvement Loop

Never lose your progress again. Every conversation is automatically managed as a session file that writes itself, allowing you to pick up work exactly where you left off, across different devices and days. Furthermore, Claude Fast features an automated self-improvement loop. As you work, Claude will prompt you to capture learnings, which are automatically synthesized into new skills or updates to existing ones, ensuring the system evolves and gets smarter with your specific use cases.

Adaptive AI Voice & Text Conversations

Quitlo replaces static forms with dynamic, empathetic AI-driven dialogues. When a churn signal is detected, the AI initiates a natural two-minute conversation, asking intelligent, context-aware follow-up questions. This method captures the full narrative—like a customer revealing they left due to an org-wide competitor switch, not just "pricing"—with dramatically higher engagement than traditional surveys.

Automated Churn Signal Detection

The platform continuously monitors your customer data stack to automatically identify key moments of risk or feedback. It triggers conversations based on events like subscription cancellations, low satisfaction scores, failed payments, post-onboarding silence, or even for win-back campaigns, ensuring no critical signal is missed without manual intervention.

Structured, Actionable Intelligence Delivery

Every AI conversation is instantly analyzed and distilled into a clear, structured summary delivered to your team's workflow in Slack, Jira, or similar tools. The summary highlights the precise churn reason, customer sentiment, any competitor mentions, a quantified save opportunity, and a suggested next action, turning raw conversation into immediate, tactical insight.

Multi-Entry Point Conversation Engine

Quitlo operates through five integrated entry points—Cancel Flows, Surveys, Payment Recovery, Check-Ins, and Win-Back—all powered by the same core AI. This means whether a customer is canceling, giving a low score, or has a payment issue, they experience a consistent, intelligent conversation that yields the same depth of structured intelligence for your team.

Full-Stack MVP Development & Deployment

Go from a concept to a live, deployed product at record speed. Founders and solopreneurs use Claude Fast to architect, code, and deploy complete MVPs. The specialized agent squad handles frontend, backend, and database design, while the Infra Master skill can SSH into a VPS to handle provisioning, security, and deployment, condensing what was once a weekend of DevOps work into a managed, automated process.

Rapid Feature Iteration & Complex Debugging

Accelerate your development cycle for existing projects. Developers can drag-and-drop the Code Kit to instantly have a production-grade AI team assist with adding new features, refactoring code, or troubleshooting complex bugs. The context management and task tracking prevent the AI from losing scope during lengthy debugging sessions, ensuring coherent and effective problem-solving from start to finish.

Automated Marketing & Content Creation

Launch and validate products faster with integrated growth capabilities. The Growth Kit provides agents specialized in sales, marketing, and research. Users can generate SEO-optimized content frameworks, create high-converting marketing copy, and research market trends without switching contexts, enabling a seamless flow from product development to go-to-market strategy.

Legacy System Modernization & Code Migration

Tackle large-scale, intimidating projects like porting an old codebase to a new framework or language. The orchestrated team can break down the monolithic task, analyze the existing system, and execute the migration in planned phases, with persistent session memory ensuring the project stays on track even over multiple work sessions.

Replacing Traditional Exit Surveys

B2B SaaS companies can replace low-response-rate email surveys with Quitlo's AI conversations triggered by cancellation events. This directly engages the departing customer in a dialogue, uncovering the nuanced, real reasons for churn—such as feature gaps, internal politics, or competitor moves—that a dropdown menu could never capture.

Recovering Failed Payments

When a customer's payment fails, Quitlo automatically initiates a compassionate check-in conversation. The AI can understand if the issue is a simple card expiry, budget constraints, or a deeper dissatisfaction, providing the finance and CS teams with clear context to guide the recovery process effectively and personally.

Conducting Post-Onboarding Check-Ins

For customers who go quiet after initial onboarding, Quitlo can trigger a proactive check-in conversation. This helps identify early adoption hurdles, confusion, or unmet expectations before they escalate into churn risk, allowing Customer Success to intervene with targeted support and improve time-to-value.

Executing Data-Driven Win-Back Campaigns

Quitlo enables intelligent win-back campaigns by initiating conversations with customers who churned 90 days prior. The AI engages them to understand if their situation has changed—like a new budget or a failed competitor migration—providing sales teams with qualified, context-rich leads for re-engagement.

Claude Fast offers three one-time-purchase kits with lifetime access and updates:

Code Kit ($69 $99): The core AI development framework. Includes 11 specialized agents, the orchestration system, and all coding, backend, and DevOps skills. Perfect for builders and developers.

Growth Kit ($69 $99): Focused on sales, marketing, and research. Provides agents and skills for content creation, SEO, marketing frameworks, and market validation to help you grow your product.

Complete Kit ($119 $198): The full suite at a 40% discount. Includes both the Code Kit and Growth Kit, providing everything needed to go from the first commit to your first customer with a unified AI team.

Quitlo offers plans starting at $99 per month. They are currently running a promotional offer for teams transitioning from Delighted (which is shutting down June 30, 2026), providing everything Delighted did plus AI voice follow-up for free for the first 3 months. You can explore specific plan details and run a Free Churn Audit directly on their website.

Stop wrestling with vague AI outputs and fragmented workflows. Claude Fast is the definitive orchestration layer that transforms Claude Code from a capable assistant into a complete, autonomous development and growth team. This isn't just another prompt pack; it's a production-ready framework built directly on Anthropic's own best practices and resources, designed to eliminate the friction that slows down builders and founders. The system deploys a coordinated squad of 11 specialized AI agents—from backend engineers to DevOps specialists and marketing strategists—all working in sync through intelligent routing. Its breakthrough feature is the first-ever native sync with Claude's internal task manager, effectively multiplying your usable context window by 6x to handle massively complex projects without losing coherence. For solopreneurs, indie hackers, and agile developers, Claude Fast cuts through the noise, replacing weeks of prompt engineering and system design with simple drag-and-drop functionality. You get persistent shared session memory across devices, an automated self-improvement loop, and game-changing skills like the "Infra Master" for real VPS deployment. This is the meta-layer that turns conceptual AI speed into actual, shippable velocity.

Quitlo is the definitive Churn Intelligence Platform engineered exclusively for B2B SaaS. It directly confronts the industry's most persistent blind spot: the utter failure of traditional exit surveys and static cancel forms. With abysmal response rates and one-word, contextless answers like "pricing," teams are left operating on guesswork, losing revenue and critical product insight. Quitlo shatters this paradigm by deploying adaptive, empathetic AI conversations—via both voice and text—that engage customers at every critical lifecycle moment. The platform autonomously detects churn signals, from a cancellation or low NPS score to a failed payment, and initiates a genuine, two-minute dialogue. Its intelligent AI probes with contextual follow-up questions to uncover the complete, nuanced story. Within minutes, a structured, actionable intelligence summary is delivered directly to tools like Slack or Jira, pinpointing the exact churn reason, customer sentiment, competitor mentions, and clear save opportunities. For SaaS teams tired of losing customers they don't understand, Quitlo transforms a single, vague data point into a concrete retention strategy, unlocking the real "why" behind customer decisions to save revenue and drive product-market fit.

How do I install and use Claude Fast?

There is no traditional installation. Claude Fast is a framework of prompt and skill files designed for Claude Code. You simply purchase a kit (Code, Growth, or Complete) and drag the provided folder into your Claude Code project directory. From there, you just prompt Claude Code as normal, and the pre-configured system takes over, managing the agents, routing, and skills automatically.

Does it work with the standard Claude chat interface or only Claude Code?

Claude Fast is built exclusively as a meta-layer for Claude Code, leveraging its deep file system access, long context, and agentic capabilities. It is not designed for and will not function with the standard Claude chat interface or API. It requires the Claude Code desktop application to operate.

What is the "Infra Master" skill and how does it work?

The Infra Master is a condensed skill that encapsulates best practices from expert developers, enabling Claude Code to assist with real infrastructure tasks. It provides guided procedures and commands for Claude to help you set up, secure, and deploy to a Virtual Private Server (VPS). It requires you to provide SSH credentials for your own server; Claude Fast does not host anything for you but guides the entire deployment process.

Is this a subscription, or do I get lifetime access?

You get full lifetime access to the kit(s) you purchase, including all future updates. The pricing shown is a one-time payment. The framework is constantly evolving, and updates are released to align with new features in Claude Code, such as the recent update for the Agent Teams feature, which are provided to existing customers at no additional cost.

How is Quitlo different from a survey tool like Delighted?

Quitlo is a complete replacement and evolution. While it handles all traditional survey functions, it fundamentally moves beyond static scores by adding AI-powered voice and text conversations. This allows it to conduct adaptive dialogues that uncover the "why" behind a score, delivering deep, actionable intelligence that surveys alone cannot provide.

What happens to the data from the AI conversations?

All conversation data is processed securely. The AI analyzes the dialogue in real-time to extract key themes, sentiment, and competitive intelligence. This structured data is then summarized and sent to your designated tools (e.g., Slack). Full transcripts are also available for review, ensuring complete transparency and context for your team.

Can we customize the AI's questions?

Yes, the AI conversation engine is designed to be adaptive and can be guided. While it intelligently follows up based on customer responses, you can configure core question paths and set parameters to ensure the dialogue aligns with your specific business context and the type of churn signal being investigated.

How do you handle customer privacy during these calls?

Customer privacy is paramount. Conversations are initiated only based on explicit signals and opt-in prompts where appropriate (like in a cancel flow). The platform is built with enterprise-grade security, and all data handling complies with major privacy regulations. Customers are always in control of the conversation.

Claude Fast is a trending AI orchestration framework designed to supercharge Claude Code. It falls into the category of advanced AI assistant toolkits, moving beyond simple prompts to offer a production-ready system with specialized agents and automated workflows. Users often explore alternatives for various reasons. Cost is a primary factor, as premium features come at a price. Others might seek different integrations, prefer a less structured approach, or need compatibility with AI models beyond Claude. The specific needs of a project or team can drive the search for a different solution. When evaluating options, consider core capabilities. Look for robust context management, the ability to handle complex, multi-step projects, and features like persistent memory. The ideal tool should reduce engineering friction, not add to it, enabling you to move from concept to shipped product with genuine velocity.

Quitlo is a leading AI-powered Churn Intelligence Platform designed for B2B SaaS teams. It moves beyond ineffective surveys by using adaptive, empathetic AI conversations—via voice or text—to uncover the real reasons behind customer churn. The platform delivers structured, actionable insights directly to tools like Slack, turning cancellation signals into concrete retention strategies. Users often explore alternatives for various reasons. These can include budget constraints, a need for different integration capabilities, or a preference for a platform that handles a broader range of customer feedback beyond just churn-related signals. Some teams may also seek solutions with more human-led intervention or different deployment models. When evaluating other options, focus on core capabilities. Look for a solution that genuinely engages customers at scale, provides deep qualitative insights beyond simple analytics, and seamlessly delivers those insights into your existing workflow. The goal is to move from guessing to knowing, with intelligence that drives immediate action.