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-marketplaceThe plugins are MIT licensed and available at github.com/southlab-ai/Claude-Plugin-Marketplace.
📖 Read the full source: r/ClaudeAI
👀 See Also
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memv MCP Server: Persistent Structured Memory for AI Agents
memv, an open-source Python memory layer for agents, now ships with an MCP server. It provides five tools for persistent, structured memory with per-user isolation and LLM-optional extraction.
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