Claude Plugins: Computer Vision, Multi-Agent Council, and Self-Debugging Workflow

Three Claude plugins were released through the southlab-ai marketplace, demonstrating AI's ability to code tools and debug its own work. The Computer Vision plugin provides Windows application automation, The Council enables multi-agent problem-solving, and the Upwork Scraper handles job market analysis.

Plugin Details

Computer Vision (v1.7.0): Windows-only automation with 17 tools including screenshots, click, drag-and-drop, type, scroll, OCR, element finder, and UI trees. Described as "Claude-in-Chrome but for any Windows app." The source notes it's a "token burner — Max recommended."

The Council (v3.1.0): Adversarial multi-agent consultation with persistent memory. Features include competing teammates in parallel, 4 modes, custom roles, and a /council:build pipeline. The plugin "gets smarter over time."

Upwork Scraper (v0.2.0): Job scraping, market analysis, proposals, and rate optimization with 5 commands and 5 agents.

Self-Debugging Demonstration

The author demonstrated the plugins working together by having Claude play Solitaire using Computer Vision. While clicking worked, dragging cards failed silently. They ran /council:consult, where three agents diagnosed the problem in parallel:

• Strategists found the root cause: "atomic event batching with zero timing"
• Critic caught what they missed: "the function was returning success on failure"

Claude then wrote the fix, committed, pushed, reloaded, and successfully moved cards in Solitaire. The author, an engineer with a finance background and 2 months of coding experience, noted: "These plugins exist because Claude can code. But what surprised me is that it can improve itself — find its own bugs, reason adversarially, and ship the fix. That's the loop."

Installation

Install commands from the source:

/plugin marketplace add southlab-ai/Claude-Plugin-Marketplace
/plugin install computer-vision@southlab-marketplace
/plugin install the-council@southlab-marketplace
/plugin install upwork-scraper@southlab-marketplace

The plugins are MIT licensed and available at github.com/southlab-ai/Claude-Plugin-Marketplace.