
SkillForge is an AI-powered workflow extraction platform that converts screen recordings into structured, automation-ready agent skills. Built for developers, automation engineers, and productivity-focused teams, it captures every mouse click, keyboard input, and navigation step as you demonstrate a task in your browser. The tool works seamlessly with any web application and no software installation is required—just hit record and work naturally. After recording, the AI analyzes each frame to extract actions, producing a detailed SKILL.md file that can be fed into any agent framework including Claude Code, gstack, GPT, and Gemini. The core value proposition is simple: demonstrate a workflow once, then let an AI agent replay it automatically, forever. This transforms daily repetitive tasks into portable, reusable automation assets.
Repetitive computer tasks—such as data entry, form submissions, and admin processes—consume hours of productive time each day. Employees often spend up to 30% of their workweek on manual, rule-based actions that don't require human judgment. These tasks are tedious, error-prone, and drain motivation. SkillForge directly addresses this problem by letting users demonstrate the task once and then generating an AI skill that can replay it flawlessly every time. Instead of building complex automation scripts from scratch, anyone can record their workflow and instantly have an executable skill file. For teams at YC startups and agencies, this means reclaiming significant hours without hiring specialist automation engineers. The tool eliminates the friction between acknowledging a repetitive task and actually automating it.
The core feature of SkillForge is its intuitive recording system. Users simply click the 'Record' button in their browser and perform their task as they normally would—clicking buttons, typing text, switching between tabs or apps. The tool captures each action in real-time, tracking every mouse movement, keystroke, and navigation path. There is no need to script or plan the recording; the system works naturally with your existing workflow. After completing the task, users stop the recording, and the AI immediately begins processing. This 'record as you work' approach means zero learning curve: if you can use a computer, you can automate a workflow. The browser-based nature ensures it works on any website or web app without installing plugins or software.
Once the recording is complete, SkillForge’s AI engine analyzes every frame to extract each specific action. The result is a clean, step-by-step workflow description that shows which buttons were clicked, what text was entered, and where the user navigated—all in human-readable language. Users can then review the extracted workflow in an intuitive editor. They can reorder steps, edit descriptions, trim the video to remove mistakes, or leverage AI to restructure the sequence. This review phase ensures the generated skill is accurate and efficient before deployment. For example, the AI might identify that a repeated action can be simplified or that a step is unnecessary. The combination of automatic extraction with human-in-the-loop editing delivers both speed and precision.
admin
After review, SkillForge exports the workflow as a SKILL.md file—a portable, markdown-based file that includes step-by-step instructions and metadata such as apps used, action count, and recording time. This file is designed to be plugged directly into any AI agent framework. The product explicitly supports Claude Code, gstack, GPT, Gemini, and any framework that can parse structured markdown. This interoperability means users are not locked into a specific platform; they can use the skill with their existing automation stack. Additionally, the file contains a detailed action log that the AI agent can interpret to replay the workflow autonomously. The export process is a single click, making the transition from demonstration to automation seamless.
SkillForge follows a straightforward four-step workflow: Record, Extract, Review & Edit, and Feed to Agent. First, users hit record and perform their task naturally—any app, any sequence. The system captures the entire session. Next, the AI extracts every click, keystroke, and navigation into a structured list of actions. In the third step, users review and refine the workflow using an editor that allows reordering, trimming, and AI-assisted restructuring. Finally, they export the SKILL.md file and feed it into their chosen agent framework. The agent then autonomously replays the exact sequence of actions, mimicking the user’s original demonstration. This methodology ensures that even complex multi-step processes are captured accurately and can be repeated without variation.
SkillForge excels in automating a wide range of repetitive computer tasks. For instance, a developer can record the process of filling a support ticket—navigating to the helpdesk portal, selecting categories, typing customer details, and submitting—and turn it into a skill that runs in seconds. A data analyst can record a spreadsheet revenue report setup, including entering headers and filling in monthly figures, saving ten minutes per report. A researcher can record the workflow of reading an article on TechCrunch, switching to a notes app to write a summary, then returning to verify details; this can save fifteen minutes per research session. Other common automations include checking crypto prices and trends, CRM data entry, and employee onboarding setups. Each use case demonstrates a tangible time saving, with users reporting savings of 5 to 15 minutes per automated task.
SkillForge is targeted at developers, IT administrators, customer support teams, data entry professionals, and content researchers at startups, agencies, and enterprises. The tool runs entirely in the browser on any modern web browser, requiring no installation or plugins. It works with any web application, from SaaS platforms to internal tools, and is agent-framework ready for seamless integration. SkillForge offers a free tier with recording and extraction always free, plus 15 free credits upon sign-up. For heavy users, a paid plan costs $9.99 per month (down from $15) with a 7-day free trial. Over 2,800 skills have been created by users worldwide. In summary, SkillForge democratizes automation by turning natural demonstrations into AI-driven skills, enabling anyone to eliminate repetitive computer work without coding.
Developers at YC startups, automation engineers in agencies, DevOps teams handling repetitive deploys, IT administrators managing user provisioning, data entry professionals doing spreadsheet reports, customer support reps filling tickets, content researchers performing multi-tab analysis, and trainers creating step-by-step guides for onboarding. Any professional who spends significant time on rule-based computer tasks and wants to eliminate them without coding will benefit from SkillForge's browser-based, no-install workflow extraction tool.