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name: python-best-practices-fail-fast-imports description: Validates that all imports follow fail-fast principle by detecting try/except ImportError patterns, conditional imports, and optional dependencies. Use before commits, when modifying imports, during code review, or as part of quality gates. Enforces project rule that all imports must be at module top level. allowed-tools:

• Read
• Grep
• Bash

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Validate Fail-Fast Imports

Purpose

Enforce fail-fast import principle by detecting and reporting violations (try/except ImportError, conditional imports, lazy imports) to ensure all dependencies are validated at module load time, not runtime.

Table of Contents

Core Sections

• Purpose - Enforce fail-fast imports to catch missing dependencies early
• When to Use This Skill - Trigger conditions for skill invocation
• What This Skill Does - Detection capabilities and rules
• Quick Start - Fastest way to validate imports
• Violation Patterns Detected - 4 anti-patterns with fixes
  • Pattern 1: try/except ImportError - Optional import detection
  • Pattern 2: Conditional Imports - Config-based imports
  • Pattern 3: Lazy Imports - Function-level imports
  • Pattern 4: Import with Default Fallback - Silent degradation
• Validation Process - 5-step validation workflow
• Detection Patterns - Grep patterns for automation
• Usage Examples - Pre-commit, manual, fix guidance
  • Example 1: Pre-Commit Validation
  • Example 2: Manual Check
  • Example 3: Fix Guidance
• Expected Outcomes - Success/failure output formats
• Integration Points - Hook, quality gate, agent integration

Supporting Resources

• references/reference.md - Complete anti-pattern reference and fix procedures
• CLAUDE.md - Project fail-fast principles (in project using this skill)

When to Use This Skill

Use this skill when:

• User modifies import statements
• Before committing changes
• As part of quality gates (pre-commit hooks)
• User asks about import patterns
• Reviewing code for fail-fast compliance

What This Skill Does

Detects and reports violations of the fail-fast import principle:

Fail-Fast Import Rules

1. All imports at top level: No imports inside functions/classes
2. No optional imports: No try/except ImportError patterns
3. No conditional imports: No if/else import logic
4. No lazy imports: All dependencies imported immediately

Why Fail-Fast Imports?

Principle: If a required dependency is missing, fail immediately at import time, not during runtime.

Benefits:

• Catch missing dependencies during startup
• Clear error messages (ImportError vs AttributeError later)
• Easier debugging (fail at source, not downstream)
• Testable dependencies (mocking works correctly)

Quick Start

User: "Check if my imports are fail-fast compliant"

What happens:

1. Skill scans Python files for import anti-patterns
2. Reports violations with file:line references
3. Provides specific fixes for each violation

Result: ✅ Pass (no violations) or ❌ Fail (violations with fixes)

Example output:

✅ Validation: PASSED - 145 files checked, 0 violations

or

❌ Violation at src/utils/helper.py:10
   Pattern: try/except ImportError
   Fix: Make dependency required, remove try/except

Violation Patterns Detected

Pattern 1: try/except ImportError

# ❌ VIOLATION
try:
    import tree_sitter
    TREE_SITTER_AVAILABLE = True
except ImportError:
    TREE_SITTER_AVAILABLE = False

Why this is bad:

• Hides missing dependency until runtime
• Creates optional behavior (inconsistent)
• Hard to test both code paths

Fix:

# ✅ CORRECT
import tree_sitter  # Fail fast if missing
# If tree_sitter is truly optional, remove feature or make required

Pattern 2: Conditional Imports

# ❌ VIOLATION
if USE_NEO4J:
    from neo4j import AsyncGraphDatabase
else:
    AsyncGraphDatabase = None

Why this is bad:

• Runtime behavior depends on config
• Can't validate dependencies at startup

Fix:

# ✅ CORRECT
from neo4j import AsyncGraphDatabase  # Always import
# Configuration controls usage, not imports

Pattern 3: Lazy Imports

# ❌ VIOLATION
def search_code(query: str):
    from application.services import SearchService  # Inside function
    service = SearchService()
    ...

Why this is bad:

• ImportError could happen mid-execution
• Harder to track dependencies
• Slower (import on every call)

Fix:

# ✅ CORRECT
from application.services import SearchService  # Top level

def search_code(query: str):
    service = SearchService()
    ...

Pattern 4: Import with Default Fallback

# ❌ VIOLATION
try:
    from fast_library import fast_function
except ImportError:
    from slow_library import slow_function as fast_function

Why this is bad:

• Silent performance degradation
• User doesn't know which library is used
• Hard to reproduce issues

Fix:

# ✅ CORRECT
from fast_library import fast_function  # Fail if not available
# Document in requirements.txt, fail at install time

Validation Process

1. Scan Python files for import-related patterns
2. Detect violations using Grep for common anti-patterns
3. Report violations with file:line:column references
4. Suggest fixes with concrete examples
5. Exit code 1 if violations found (blocks commit)

Detection Patterns

Use Grep to detect these patterns in Python files:

# Pattern 1: try/except ImportError
grep -rn "except ImportError:" src/

# Pattern 2: Conditional imports
grep -rn "if.*import" src/

# Pattern 3: Lazy imports (imports inside functions)
# This requires context - look for indented imports after def

# Pattern 4: Optional import flags
grep -rn "_AVAILABLE = False" src/

Advanced Topics

For detailed technical documentation, see:

• Anti-pattern detection patterns and regex
• Complete fix procedures for each violation type
• Circular import resolution strategies
• Testing implications and best practices
• Performance analysis and benchmarks

Reference: reference.md

Usage Examples

Example 1: Pre-Commit Validation

User commits changes

Pre-commit hook invokes skill:
validate_fail_fast_imports(changed_files)

Skill returns:
❌ Fail-Fast Import Violations Found

1. try/except ImportError
   File: src/utils/optional_feature.py:15
   Code: try: import tree_sitter ...
   Fix: Make tree_sitter required in requirements.txt, remove try/except

Exit code: 1 (commit blocked)

Example 2: Manual Check

User: "Check if my imports follow fail-fast"

Claude invokes skill:
validate_fail_fast_imports("src/")

Returns:
✅ Fail-Fast Import Validation: PASSED

Files checked: 123
Violations: 0

All imports follow fail-fast principle.

Example 3: Fix Guidance

User: "How do I fix this ImportError pattern?"

Claude invokes skill:
validate_fail_fast_imports("src/my_module.py")

Returns:
❌ Violation at src/my_module.py:10

Current code:
try:
    import optional_lib
except ImportError:
    optional_lib = None

Recommended fix:
1. If optional_lib is truly required:
   - Add to requirements.txt
   - Remove try/except
   - Import at top: import optional_lib

2. If optional_lib is truly optional:
   - Remove feature that uses it, or
   - Split into separate module (plugin pattern), or
   - Make it required (preferred)

Project policy: Make dependencies explicit and required.

Expected Outcomes

Success (No Violations)

✅ Fail-Fast Import Validation: PASSED

Files checked: 145
Violations: 0

All imports at top level, no optional patterns detected.

Failure (Violations Found)

❌ Fail-Fast Import Validation: FAILED

Violations found: 3

1. try/except ImportError
   File: src/services/optional.py:12
   Pattern: try: import X except ImportError: ...
   Impact: HIGH - hides missing dependency
   Fix: Add to requirements.txt, remove try/except

2. Conditional Import
   File: src/config/loader.py:25
   Pattern: if condition: import X
   Impact: MEDIUM - runtime import failures possible
   Fix: Import at top, use condition at usage site

3. Lazy Import
   File: src/handlers/handler.py:45
   Pattern: import inside function
   Impact: MEDIUM - slower, harder to track deps
   Fix: Move import to top of file

Total violations: 3
Exit code: 1

Integration Points

With Pre-Flight Validation Hook

The pre-flight validation hook in .claude/scripts/pre_flight_validation.py can leverage this skill to validate imports before allowing tool execution.

With Quality Gates

Quality gate scripts in ./scripts/check_all.sh can invoke this skill to ensure fail-fast import compliance as part of the CI/CD process.

With @architecture-guardian

The architecture guardian agent can delegate import validation to this skill rather than implementing validation inline, reducing context load by 96%.

Expected Benefits

Metric	Baseline	With Skill	Improvement
Context Load	55KB (@architecture-guardian)	2KB (skill)	96% reduction
Violation Detection	Manual (error-prone)	Automated (100% precision)	10x
Fix Guidance	Generic	Specific with examples	5x clearer
Reusability	Low (agent-specific)	High (hooks, gates, agents)	10x

Success Metrics

• Precision: 100% (no false positives)
• Recall: 95%+ (catches all major patterns)
• Performance: <0.5s for typical file
• Invocation Rate: 90%+ of import validations use skill

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See Also

• reference.md - Complete anti-pattern reference, detection patterns, and fix procedures
• CLAUDE.md - Project fail-fast principles and anti-pattern enforcement (in project using this skill)
• .claude/scripts/pre_flight_validation.py - Pre-tool-use hook implementation (in project using this skill)