fix: remove beta prompt headers and fix linting issues

capabilities/contextual-embeddings/guide.ipynb

@@ -678,7 +678,6 @@
     "                ],\n",
     "            }\n",
     "        ],\n",
-    "        extra_headers={\"anthropic-beta\": \"prompt-caching-2024-07-31\"},\n",
     "    )\n",
     "    return response\n",
     "\n",

misc/speculative_prompt_caching.ipynb

@@ -73,7 +73,6 @@
     "    \"system\": \"You are an expert systems programmer helping analyze database internals.\",\n",
     "    \"max_tokens\": 4096,\n",
     "    \"temperature\": 0,\n",
-    "    \"extra_headers\": {\"anthropic-beta\": \"prompt-caching-2024-07-31\"},\n",
     "}"
    ]
   },

skills/custom_skills/applying-brand-guidelines/validate_brand.py

@@ -13,6 +13,7 @@
 @dataclass
 class BrandGuidelines:
     """Brand guidelines configuration"""
+
     brand_name: str
     primary_colors: List[str]
     secondary_colors: List[str]
@@ -26,6 +27,7 @@ class BrandGuidelines:
 @dataclass
 class ValidationResult:
     """Result of brand validation"""
+
     passed: bool
     score: float
     violations: List[str]
@@ -35,179 +37,174 @@ class ValidationResult:
 
 class BrandValidator:
     """Validates content against brand guidelines"""
-    
+
     def __init__(self, guidelines: BrandGuidelines):
         self.guidelines = guidelines
-        
+
     def validate_colors(self, content: str) -> Tuple[List[str], List[str]]:
         """
         Validate color usage in content (hex codes, RGB, color names)
         Returns: (violations, warnings)
         """
         violations = []
         warnings = []
-        
+
         # Find hex colors
-        hex_pattern = r'#[0-9A-Fa-f]{6}|#[0-9A-Fa-f]{3}'
+        hex_pattern = r"#[0-9A-Fa-f]{6}|#[0-9A-Fa-f]{3}"
         found_colors = re.findall(hex_pattern, content)
-        
+
         # Find RGB colors
-        rgb_pattern = r'rgb\s*\(\s*\d{1,3}\s*,\s*\d{1,3}\s*,\s*\d{1,3}\s*\)'
+        rgb_pattern = r"rgb\s*\(\s*\d{1,3}\s*,\s*\d{1,3}\s*,\s*\d{1,3}\s*\)"
         found_colors.extend(re.findall(rgb_pattern, content, re.IGNORECASE))
-        
+
         approved_colors = self.guidelines.primary_colors + self.guidelines.secondary_colors
-        
+
         for color in found_colors:
             if color.upper() not in [c.upper() for c in approved_colors]:
                 violations.append(f"Unapproved color used: {color}")
-                
+
         return violations, warnings
-    
+
     def validate_fonts(self, content: str) -> Tuple[List[str], List[str]]:
         """
         Validate font usage in content
         Returns: (violations, warnings)
         """
         violations = []
         warnings = []
-        
+
         # Common font specification patterns
         font_patterns = [
             r'font-family\s*:\s*["\']?([^;"\']+)["\']?',
-            r'font:\s*[^;]*\s+([A-Za-z][A-Za-z\s]+)(?:,|;|\s+\d)',
+            r"font:\s*[^;]*\s+([A-Za-z][A-Za-z\s]+)(?:,|;|\s+\d)",
         ]
-        
+
         found_fonts = []
         for pattern in font_patterns:
             matches = re.findall(pattern, content, re.IGNORECASE)
             found_fonts.extend(matches)
-
-        approved_fonts_lower = [f.lower() for f in self.guidelines.fonts]
-
+
         for font in found_fonts:
             font_clean = font.strip().lower()
             # Check if any approved font is in the found font string
             if not any(approved.lower() in font_clean for approved in self.guidelines.fonts):
                 violations.append(f"Unapproved font used: {font}")
-                
+
         return violations, warnings
-    
+
     def validate_tone(self, content: str) -> Tuple[List[str], List[str]]:
         """
         Validate tone and messaging
         Returns: (violations, warnings)
         """
         violations = []
         warnings = []
-        
+
         # Check for prohibited words
         content_lower = content.lower()
         for word in self.guidelines.prohibited_words:
             if word.lower() in content_lower:
                 violations.append(f"Prohibited word/phrase used: '{word}'")
-        
+
         # Check for tone keywords (should have at least some)
-        tone_matches = sum(1 for keyword in self.guidelines.tone_keywords 
-                          if keyword.lower() in content_lower)
-
+        tone_matches = sum(
+            1 for keyword in self.guidelines.tone_keywords if keyword.lower() in content_lower
+        )
+
         if tone_matches == 0 and len(content) > 100:
             warnings.append(
                 f"Content may not align with brand tone. "
                 f"Consider using terms like: {', '.join(self.guidelines.tone_keywords[:5])}"
             )
-        
+
         return violations, warnings
-    
+
     def validate_brand_name(self, content: str) -> Tuple[List[str], List[str]]:
         """
         Validate brand name usage and capitalization
         Returns: (violations, warnings)
         """
         violations = []
         warnings = []
-        
+
         # Find all variations of the brand name
         brand_pattern = re.compile(re.escape(self.guidelines.brand_name), re.IGNORECASE)
         matches = brand_pattern.findall(content)
-        
+
         for match in matches:
             if match != self.guidelines.brand_name:
                 violations.append(
                     f"Incorrect brand name capitalization: '{match}' "
                     f"should be '{self.guidelines.brand_name}'"
                 )
-        
+
         return violations, warnings
-    
+
     def calculate_score(self, violations: List[str], warnings: List[str]) -> float:
         """Calculate compliance score (0-100)"""
         violation_penalty = len(violations) * 10
         warning_penalty = len(warnings) * 3
-        
+
         score = max(0, 100 - violation_penalty - warning_penalty)
         return round(score, 2)
-    
+
     def generate_suggestions(self, violations: List[str], warnings: List[str]) -> List[str]:
         """Generate helpful suggestions based on violations and warnings"""
         suggestions = []
-        
+
         if any("color" in v.lower() for v in violations):
             suggestions.append(
                 f"Use approved colors: Primary: {', '.join(self.guidelines.primary_colors[:3])}"
             )
-        
+
         if any("font" in v.lower() for v in violations):
-            suggestions.append(
-                f"Use approved fonts: {', '.join(self.guidelines.fonts)}"
-            )
-
+            suggestions.append(f"Use approved fonts: {', '.join(self.guidelines.fonts)}")
+
         if any("tone" in w.lower() for w in warnings):
             suggestions.append(
                 f"Incorporate brand tone keywords: {', '.join(self.guidelines.tone_keywords[:5])}"
             )
-        
+
         if any("brand name" in v.lower() for v in violations):
-            suggestions.append(
-                f"Always capitalize brand name as: {self.guidelines.brand_name}"
-            )
-
+            suggestions.append(f"Always capitalize brand name as: {self.guidelines.brand_name}")
+
         return suggestions
-    
+
     def validate(self, content: str) -> ValidationResult:
         """
         Perform complete brand validation
         Returns: ValidationResult
         """
         all_violations = []
         all_warnings = []
-        
+
         # Run all validation checks
         color_v, color_w = self.validate_colors(content)
         all_violations.extend(color_v)
         all_warnings.extend(color_w)
-        
+
         font_v, font_w = self.validate_fonts(content)
         all_violations.extend(font_v)
         all_warnings.extend(font_w)
-        
+
         tone_v, tone_w = self.validate_tone(content)
         all_violations.extend(tone_v)
         all_warnings.extend(tone_w)
-        
+
         brand_v, brand_w = self.validate_brand_name(content)
         all_violations.extend(brand_v)
         all_warnings.extend(brand_w)
-        
+
         # Calculate score and generate suggestions
         score = self.calculate_score(all_violations, all_warnings)
         suggestions = self.generate_suggestions(all_violations, all_warnings)
-        
+
         return ValidationResult(
             passed=len(all_violations) == 0,
             score=score,
             violations=all_violations,
             warnings=all_warnings,
-            suggestions=suggestions
+            suggestions=suggestions,
         )
 
 
@@ -227,15 +224,13 @@ def load_guidelines_from_json(filepath: str) -> BrandGuidelines:
         TypeError: If required fields are missing
     """
     try:
-        with open(filepath, 'r') as f:
+        with open(filepath, "r") as f:
             data = json.load(f)
         return BrandGuidelines(**data)
     except FileNotFoundError:
         raise FileNotFoundError(f"Brand guidelines file not found: {filepath}")
     except json.JSONDecodeError as e:
-        raise json.JSONDecodeError(
-            f"Invalid JSON in brand guidelines file: {e.msg}", e.doc, e.pos
-        )
+        raise json.JSONDecodeError(f"Invalid JSON in brand guidelines file: {e.msg}", e.doc, e.pos)
     except TypeError as e:
         raise TypeError(f"Missing required fields in brand guidelines: {e}")
 
@@ -253,11 +248,24 @@ def get_acme_corporation_guidelines() -> BrandGuidelines:
     return BrandGuidelines(
         brand_name="Acme Corporation",
         primary_colors=["#0066CC", "#003366", "#FFFFFF"],  # Acme Blue, Acme Navy, White
-        secondary_colors=["#28A745", "#FFC107", "#DC3545", "#6C757D", "#F8F9FA"],  # Success Green, Warning Amber, Error Red, Neutral Gray, Light Gray
+        secondary_colors=[
+            "#28A745",
+            "#FFC107",
+            "#DC3545",
+            "#6C757D",
+            "#F8F9FA",
+        ],  # Success Green, Warning Amber, Error Red, Neutral Gray, Light Gray
         fonts=["Segoe UI", "system-ui", "-apple-system", "sans-serif"],
-        tone_keywords=["innovation", "excellence", "professional", "solutions", "trusted", "reliable"],
+        tone_keywords=[
+            "innovation",
+            "excellence",
+            "professional",
+            "solutions",
+            "trusted",
+            "reliable",
+        ],
         prohibited_words=["cheap", "outdated", "inferior", "unprofessional", "sloppy"],
-        tagline="Innovation Through Excellence"
+        tagline="Innovation Through Excellence",
     )
 
 
@@ -279,35 +287,35 @@ def main():
     Color scheme: #FF0000
     Background: rgb(255, 0, 0)
     """
-    
+
     # Validate
     validator = BrandValidator(guidelines)
     result = validator.validate(test_content)
-    
+
     # Print results
     print("=" * 60)
-    print(f"BRAND VALIDATION REPORT")
+    print("BRAND VALIDATION REPORT")
     print("=" * 60)
     print(f"\nOverall Status: {'✓ PASSED' if result.passed else '✗ FAILED'}")
     print(f"Compliance Score: {result.score}/100")
-    
+
     if result.violations:
         print(f"\n❌ VIOLATIONS ({len(result.violations)}):")
         for i, violation in enumerate(result.violations, 1):
             print(f"  {i}. {violation}")
-    
+
     if result.warnings:
         print(f"\n⚠️  WARNINGS ({len(result.warnings)}):")
         for i, warning in enumerate(result.warnings, 1):
             print(f"  {i}. {warning}")
-    
+
     if result.suggestions:
-        print(f"\n💡 SUGGESTIONS:")
+        print("\n💡 SUGGESTIONS:")
         for i, suggestion in enumerate(result.suggestions, 1):
             print(f"  {i}. {suggestion}")
-    
+
     print("\n" + "=" * 60)
-    
+
     # Return JSON for programmatic use
     return asdict(result)