By southlab-ai
Catch blind spots in architecture decisions with multi-perspective analysis that learns from your project history.
System design analysis — component boundaries, data flow, scalability, and integration patterns.
Quality engineering analysis — architectural risks, security gaps, missing error handling, implementation feasibility. Improves quality, never reduces scope.
Memory curator — compacts council memory by deduplicating, scoring, and pruning entries.
Execution planning — breaking goals into parallel workstreams, dependency mapping, sequencing, and integration checkpoints.
Adversarial security analysis — threat modeling, OWASP top 10, auth/authz, data exposure, supply chain risks.
Full build pipeline — 3 council consultations (PRD, tech deck, backlog) followed by implementation with 1 dev team (3-4 members).
Adversarial consultation with configurable teammates. Supports default, debate, plan, and reflect modes.
Initialize The Council in the current project. Creates .council/ directory structure.
Compact council memory — deduplicate and prune using the curator agent.
Clear council session data. Pass --all to also clear memory.
Admin access level
Server config contains admin-level keywords
Uses power tools
Uses Bash, Write, or Edit tools
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Claude Code plugin marketplace by Southlab AI.
| Plugin | Description | Version | Category |
|---|---|---|---|
| upwork-scraper | Scrape Upwork jobs, analyze market demand, write proposals, optimize rates, and build portfolios. 5 slash commands + 5 AI agents. | 0.2.0 | Freelance |
| the-council | Catch blind spots in architecture decisions with multi-perspective analysis. 4 auto-routed modes, configurable roles, /council:build pipeline, /council:value analysis, memory attribution, progressive hints. | 3.2.0 | Productivity |
| computer-vision | Desktop computer vision and input control for Windows. 28 tools: screenshots, click, type, scroll, OCR, element finder, text extraction, UI trees, app-specific adapters, action verification, and 9 sandbox tools for parallel automation (Claude works in isolated Windows Sandbox while you keep working). | 2.0.0 | Utilities |
Inside Claude Code:
/plugin marketplace add southlab-ai/Claude-Plugin-Marketplace
/plugin install upwork-scraper@southlab-marketplace
/plugin install the-council@southlab-marketplace
/plugin install computer-vision@southlab-marketplace
Close and reopen Claude Code for the MCP server to connect.
Each plugin has a setup command:
/upwork-scraper:setup
/council:setup
/cv-setup
| Command | Description |
|---|---|
/upwork-scraper:setup | Install dependencies |
/upwork-scraper:best-matches | Fetch personalized Best Matches |
/upwork-scraper:search <query> | Search jobs with filters |
/upwork-scraper:analyze <skill> | Analyze market demand |
/upwork-scraper:portfolio <skills> | Get portfolio project ideas |
| Command | Description |
|---|---|
/council:setup | Install dependencies (auto-offers init) |
/council:init | Initialize .council/ in your project |
/council:consult <goal> | Multi-perspective consultation (auto-routed: default, debate, plan, reflect) |
/council:value <goal> | Value-realization analysis: scores 4 dimensions (clarity, timeline, perception, discovery) |
/council:build <goal> | Full build pipeline: PRD + tech deck + backlog + feature gate + implementation |
/council:status | View decisions, memory health, staleness warnings, compaction recommendations |
/council:maintain | Compact memory using the curator agent |
/council:update | Migrate council data after a plugin update |
/council:reset | Clear session data (add --all to also clear memory) |
| Tool | Description |
|---|---|
cv_list_windows | List all visible windows with HWND, title, process, rect |
cv_screenshot_window | Capture a window |
cv_screenshot_desktop | Capture the desktop |
cv_screenshot_region | Capture a region |
cv_focus_window | Bring a window to the foreground |
cv_mouse_click | Click at screen coordinates |
cv_type_text | Type text with optional hwnd for atomic focus+type |
cv_send_keys | Send key combinations |
cv_scroll | Scroll a window |
cv_move_window | Move/resize a window |
cv_ocr | Extract text with bounding boxes and confidence |
cv_find | Find elements by natural language (UIA + OCR) |
cv_get_text | Extract all visible text |
cv_list_monitors | List monitors with resolution and DPI |
cv_read_ui | Read the UI accessibility tree |
cv_wait_for_window | Wait for a window to appear |
cv_wait | Simple delay (max 30 seconds) |
cv_sandbox_start | Launch Windows Sandbox for isolated automation |
cv_sandbox_stop | Stop the sandbox session |
cv_sandbox_click | Click inside sandbox (doesn't move your cursor) |
cv_sandbox_type | Type inside sandbox (doesn't affect your keyboard) |
cv_sandbox_screenshot | Capture screenshot from sandbox |
cv_sandbox_scene | Get UI element tree from sandbox |
cv_sandbox_batch | Execute multiple actions in one call (reduces latency) |
cv_sandbox_check | Check if sandbox is available on your system |
cv_session_status | Get sandbox session health and action history |
| Command | Description |
|---|---|
/cv-setup | Verify setup and dependencies |
/cv-help | Usage guide and examples |
/plugin marketplace update southlab-marketplace
Add to your project's .claude/settings.json to auto-prompt teammates:
npx claudepluginhub southlab-ai/claude-plugin-marketplace --plugin the-councilScrape Upwork jobs, analyze market demand, write proposals, evaluate postings, optimize rates, review profiles, and design portfolio projects. Includes 5 slash commands and 5 specialized AI agents.
Desktop computer vision and input control for Claude Code on Windows. 24 tools: screenshots, scene analysis, human-like mouse movement, action recording, UIA-based element invocation (cv_click_ui — works on WinUI 3 apps where SendInput fails), deep UI tree search, click, type, OCR, element finder, text extraction. Background mode via PostMessage.
Session supervisor for Claude Code's Telegram channel — guided VPS setup, persistent sessions, crash recovery, long-term memory
Use this agent when conducting user research, analyzing user behavior, creating journey maps, or validating design decisions through testing. This agent specializes in understanding user needs, pain points, and behaviors to inform product decisions within rapid development cycles. Examples:\n\n<example>\nContext: Understanding user needs for a new feature
Computer use toolkit for driving desktop environments through Claude's vision and action API with screenshot capture, mouse/keyboard control, and an autonomous agent loop
Framework for AI-powered multi-step workflows with quality gates
Corca Workflow Framework — consolidated hooks and skill orchestration for structured development sessions
Agents for UI/UX design, accessibility, and user experience optimization
Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed. Originally from OpenAI's curated skills catalog.