Implemented an easy setup and new ai powered skill activation feature

Author: Claude Code Infrastructure

.claude/hooks/CONFIG.md

@@ -175,8 +175,89 @@ if [[ $total_errors -ge 10 ]]; then  # Now requires 10+ errors
 fi
 ```
 
+## AI Provider Configuration (v2.0)
+
+### Activation Modes
+
+Set in `.claude/skills/skill-rules.json`:
+
+```json
+{
+    "settings": {
+        "skill_activation_mode": "disabled",
+        "conservativeness": "balanced"
+    }
+}
+```
+
+| Mode | Behavior |
+|------|----------|
+| `disabled` | Regex-only (default, v1.0 behavior) |
+| `fallback` | AI first, regex on failure |
+| `ai-only` | Pure AI, no fallback |
+
+### Provider Selection
+
+Auto-detected from environment, or force with `SKILL_AI_PROVIDER`:
+
+```bash
+export SKILL_AI_PROVIDER=gemini  # gemini|openai|anthropic|ollama
+```
+
+### Conservativeness
+
+Controls suggestion aggressiveness in AI mode:
+
+```bash
+export SKILL_CONSERVATIVENESS=balanced  # strict|balanced|aggressive
+```
+
+### PreToolUse Guard
+
+The `skill-verification-guard` hook analyzes code being edited:
+
+```bash
+# Soft-block: block first edit with suggestions, allow second
+export PRETOOLUSE_SOFT_BLOCK=false
+
+# Skip mandatory skill enforcement
+export SKIP_MANDATORY_SKILLS=false
+
+# Skip AI analysis in PreToolUse
+export SKIP_PRETOOLUSE_AI=false
+
+# Detailed debug logging
+export SKILL_GUARD_DEBUG=false
+```
+
+### Debug Mode
+
+```bash
+export DEBUG_SKILLS=1  # Show AI classification details in stderr
+```
+
 ## Environment Variables
 
+### AI Provider Variables
+
+```bash
+# Force specific provider
+SKILL_AI_PROVIDER=gemini|openai|anthropic|ollama
+
+# Provider API keys (auto-detection uses these)
+GEMINI_API_KEY=your-key
+OPENAI_API_KEY=your-key
+ANTHROPIC_API_KEY=your-key
+
+# OpenAI/Azure customization
+OPENAI_BASE_URL=https://your-endpoint.openai.azure.com
+OPENAI_MODEL=gpt-4o-mini
+
+# Ollama customization
+OLLAMA_MODEL=llama3.2
+OLLAMA_BASE_URL=http://localhost:11434
+```
+
 ### Global Environment Variables
 
 Set in your shell profile (`.bashrc`, `.zshrc`, etc.):