diff --git a/scripts/README.md b/scripts/README.md
index eedb5ba..89061ec 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -96,14 +96,19 @@ Use `make verify-guidelines` for comprehensive validation:
 
 ### When Issues Are Found:
 
+#### Enhanced Error/Warning Output (Latest):
+Both scripts now provide detailed information for all issues found:
+
 #### For Errors (Critical Violations):
 ```bash
 # Example: AI detects local binary
 ❌ ERROR: Found 1 binary files (should build through Dockerfile)
    AI INSTRUCTION: Ask user before fixing this issue
+Found files:
+./server
 
 # AI should respond:
-"I found a binary file 'server' which violates the guideline 'NEVER build server binaries locally - all builds through Dockerfile/docker-compose'. This file should be removed since builds should go through containers.
+"I found a binary file './server' which violates the guideline 'NEVER build server binaries locally - all builds through Dockerfile/docker-compose'. This file should be removed since builds should go through containers.
 
 Do you want me to fix this? [y/n]"
 ```
@@ -111,15 +116,34 @@ Do you want me to fix this? [y/n]"
 #### For Warnings (Documentation/Style Issues):
 ```bash
 # Example: AI finds API content in README
-⚠ WARNING: Found API patterns in README.md (may be legitimate for breaking changes)
+⚠ WARNING: Found 2 API patterns in README.md (verify placement per guidelines)
    AI INSTRUCTION: Ask user before fixing this issue
+Found patterns:
+81:- **Rate Limiting**: 10 requests/minute on auth endpoints
+98:- **[docs/api/WEBSOCKET_API.md](docs/api/WEBSOCKET_API.md)** - WebSocket protocol
 
 # AI should respond:
 "I found API documentation patterns in README.md. According to the guidelines, API endpoints should be in 'docs/api/<category>/<endpoint>.md' unless this is a breaking change.
 
+The specific patterns found are:
+- Line 81: Rate limiting information 
+- Line 98: WebSocket API reference
+
 Do you want me to fix this? [y/n]"
 ```
 
+#### Detailed Information Provided:
+- **Binary files**: Lists exact file paths found
+- **CSS violations**: Shows specific templates with <style> tags
+- **JavaScript files**: Lists all .js files outside allowed directories
+- **Build failures**: Displays compilation error logs
+- **Missing files**: Shows expected file locations and purposes
+- **Git ignore issues**: Displays current .gitignore contents
+- **API content**: Shows exact lines and patterns found
+- **Dockerfile proliferation**: Lists all Dockerfile variants found
+- **Large commits**: Shows specific commits with file counts
+- **Bruno coverage**: Compares API docs vs test file counts
+
 ## Recent Enhancements
 
 ### AI Behavior Protocol Implementation (Latest):