unified-reasoningUnified Reasoning Engine with FoT optimization - Combines ToT, GoT, Self-Consistency, and Meta-Reasoning with parallel execution and caching for 2-5x speedup
Install via ClawdBot CLI:
clawdbot install tobisamaa/unified-reasoningGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
Analyzes market trends and investment options using Meta-Reasoning to select the best strategy, such as Tree of Thoughts for exploring multiple portfolio paths or Self-Consistency for verifying risk assessments. Ideal for automating complex financial decision-making with high accuracy.
Assists medical professionals by synthesizing patient data and symptoms using Graph of Thoughts to combine insights from various sources, with Self-Consistency for verification. Enhances diagnostic accuracy and treatment planning in clinical settings.
Optimizes project management by analyzing task priorities and dependencies with Tree of Thoughts for exploring alternative solutions and Hybrid strategies for uncertain requirements. Speeds up decision-making in agile development teams.
Handles complex customer inquiries by auto-selecting reasoning strategies like Chain of Thought for simple queries and Meta-Reasoning for ambiguous issues. Improves response quality and efficiency in support centers.
Generates adaptive learning materials by using Graph of Thoughts to synthesize information from multiple subjects and Self-Consistency to ensure accuracy. Supports personalized education platforms in creating tailored resources.
Offers the reasoning engine as a cloud-based service with tiered pricing based on usage volume and advanced features like parallel execution. Targets enterprises needing scalable AI decision support, generating recurring revenue from monthly or annual subscriptions.
Sells perpetual licenses for on-premises deployment, including customization and integration support for specific industries like finance or healthcare. Provides high-margin revenue from one-time sales and ongoing maintenance contracts.
Monetizes access to the reasoning engine via pay-per-use API calls, allowing developers to integrate it into applications without full deployment. Generates revenue based on API usage metrics, appealing to startups and small businesses.
💬 Integration Tip
Integrate with existing AGI systems using the provided PowerShell API, starting with Meta-Reasoning for auto-selection to simplify initial setup and testing.
Scored Apr 19, 2026
Control remote Windows machines via SSH. Use when executing commands on Windows, checking GPU status (nvidia-smi), running scripts, or managing remote Windows systems. Triggers on "run on Windows", "execute on remote", "check GPU", "nvidia-smi", "远程执行", "Windows 命令".
Perform reverse lookup of gTLD domains hosted on a specified nameserver with optional filters by TLD and domain prefix length.
Configure OpenClaw installations with optimized settings, channel setup, security hardening, and production recommendations.
Connect to remote desktops via RDP, VNC, and SSH X11 with secure tunneling and troubleshooting.
Essential curl commands for HTTP requests, API testing, and file transfers.
Deploy and manage Vercel projects. Use when deploying applications to Vercel, managing environment variables, checking deployment status, viewing logs, or performing Vercel operations. Supports production and preview deployments. Practical infrastructure operations - no "AI will build your app" magic.