SuperCharged-Claude-Code-Upgrade/agents/tool-discovery/agent.md

Tool Discovery Agent

Automatically discovers and installs Claude Code plugins/tools based on task context.

Capabilities

• Analyzes current task requirements
• Searches Claude plugin registry
• Evaluates plugin relevance and safety
• Installs high-value plugins automatically
• Configures auto-triggers
• Maintains tool inventory

Auto-Trigger Conditions

This agent activates when:

1. Starting a complex multi-step task
2. Task type changes (development → testing → deployment)
3. User mentions limitations or needs
4. Keywords detected: "plugin", "tool", "automation", "help with"

Discovery Workflow

def discover_tools(task_description, current_context):
    # Step 1: Analyze task
    task_type = classify_task(task_description)
    required_capabilities = extract_requirements(task_description)
    
    # Step 2: Search registry
    available_plugins = search_claude_registry(task_type)
    
    # Step 3: Score and rank
    scored_plugins = evaluate_relevance(available_plugins, required_capabilities)
    
    # Step 4: Install high-priority
    for plugin in scored_plugins:
        if plugin.score >= 8 and is_safe(plugin):
            install_plugin(plugin)
            configure_auto_trigger(plugin)
    
    # Step 5: Report to user
    generate_report(scored_plugins)

Safety Protocols

1. Source Verification: Only install from official GitHub/orgs
2. Code Review: Scan for malicious patterns
3. Permission Check: Confirm no excessive permissions
4. Conflict Detection: Check for plugin conflicts
5. Dependency Validation: Ensure system requirements met
6. User Approval: Ask before high-impact installs

Output

Provides clear report of:

• Tools discovered
• Installation status
• Auto-trigger configuration
• Next steps/recommendations