mano-afkAutonomous full-cycle app builder — PRD, architecture, code, deployment, testing, and bug fixing from a natural language description. Remembers user preferen...
Install via ClawdBot CLI:
clawdbot install hanningwang/mano-afkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/Mininglamp-AI/mano-afkAudited May 1, 2026 · audit v1.0
Generated May 12, 2026
A logistics company needs a custom dashboard for tracking shipments, with real-time updates, user authentication, and automated reporting. Mano-afk autonomously builds the full-stack app from a natural language description, including PRD, architecture, code, and deployment, without any manual intervention.
A startup founder wants to validate a new idea for a project management tool. Using Mano-afk, they describe the core features, and the skill autonomously generates a production-ready MVP with deployment, testing, and bug fixes, allowing the founder to focus on market research.
A freelance developer frequently builds small web apps for clients. Mano-afk automates the entire build process from requirements to deployment, saving hours of manual work. The skill learns preferences over time, storing them in its references directory for consistent output.
An educator wants a custom quiz app for their classroom. They describe the requirements in natural language, and Mano-afk builds the app, sets up a local dev server, and runs tests autonomously. The skill ensures all files stay within the project directory, respecting data privacy.
A corporate innovation team needs to quickly prototype an internal communication tool. Mano-afk autonomously generates the full application, including architecture and deployment, and iteratively fixes bugs without human intervention, accelerating the experimentation cycle.
Offer Mano-afk as a cloud service where users pay a monthly fee for autonomous app building. Revenue from recurring subscriptions, with tiered pricing based on usage or features.
Provide a limited free tier (e.g., basic apps, limited builds per month) and charge for advanced features like cloud E2E testing, larger projects, or priority support. Revenue from upsells and premium plans.
License Mano-afk to enterprises for internal use, with custom integration, SLAs, and on-premise deployment options. Revenue from annual licensing fees and support contracts.
💬 Integration Tip
Integrate with CI/CD pipelines like GitHub Actions or GitLab CI by triggering mano-afk run on new requirements files. Use the skill's autonomous bug-fixing loop to automatically patch issues discovered in testing.
Scored Jun 21, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.