Library Writer

Write software libraries following battle-tested patterns from the most successful open-source maintainers. These patterns have been proven across hundreds of libraries with billions of downloads.

Core Philosophy

Simplicity over cleverness. Zero or minimal dependencies. Explicit code over metaprogramming. Framework integration without framework coupling. Every pattern serves production use cases.

The best library is the one you don't have to think about. It should:

• Install easily
• Configure simply
• Work as expected
• Not break on upgrades
• Have obvious documentation

Entry Point Structure

Every library follows this pattern:

1. Dependencies (stdlib preferred)
2. Internal modules (relative imports)
3. Conditional framework loading (never require frameworks directly)
4. Module with config and errors

Why This Order?

1. Dependencies first - Fail fast if deps are missing
2. Internal modules - Load library components
3. Conditional framework - Don't force framework on non-framework users
4. Config and errors - Ready for use immediately

Conditional Framework Loading

Never require frameworks directly. Check if they exist first:

# Only load framework integration if framework is present
if framework_is_loaded:
  load framework_integration

# This allows the library to work:
# - In framework apps (with integration)
# - In plain apps (without framework overhead)
# - In test environments (isolated)

See framework-integration.md for detailed patterns.

Configuration Pattern

Use simple accessors, not Configuration objects:

Good:
  MyLib.api_key = "..."
  MyLib.timeout = 30
  MyLib.logger = custom_logger

Bad:
  MyLib.configure do |config|
    config.api_key = "..."
    config.timeout = 30
    config.logger = custom_logger
  end

Why Simple Accessors?

• Easier to understand (just assignment)
• Can be set from anywhere
• No DSL to learn
• Works with environment variables naturally
• Testable (just set the value)

Configuration Defaults

Set sensible defaults immediately:

Module MyLib:
  timeout = 10           # Reasonable default
  logger = null          # Optional
  api_key = ENV["KEY"]   # From environment

See api-design.md for API patterns.

Error Handling

Simple hierarchy with informative messages:

Module MyLib:
  class Error (base error)
  class ConfigError (configuration problems)
  class ValidationError (invalid input)
  class ConnectionError (network issues)

Error Design Principles

1. Inherit from standard error class - Works with existing error handling
2. Few error types - Don't create an error for every situation
3. Informative messages - Include what went wrong and how to fix it
4. Validate early - Raise ArgumentError on bad input immediately

Good error message:
  "API key must be 32 characters, got 16. Set MyLib.api_key or MYLIB_API_KEY environment variable."

Bad error message:
  "Invalid key"

API Design Principles

Class Macro Pattern

The signature pattern for libraries that enhance classes:

Usage:
  class Product:
    searchable(fields: ["name", "description"])

Implementation:
  def searchable(**options):
    validate_options(options)
    store_options(options)
    add_methods()

Single Configuration Method

One method call should configure everything:

Good:
  class User:
    authenticatable()  # Adds all auth methods

Bad:
  class User:
    add_password_field()
    add_session_methods()
    add_remember_token()
    configure_encryption()

See api-design.md for detailed patterns.

Dependency Management

Zero Runtime Dependencies (When Possible)

Good:
  # Use stdlib for common operations
  # Vendor small utilities if needed
  # No runtime dependencies in manifest

Bad:
  # Dependencies for things stdlib handles
  # Dependencies for "convenience"
  # Dependencies that pull in more dependencies

Development Dependencies

Keep development dependencies separate:

Development only:
  - Test framework
  - Linting tools
  - Documentation generators
  - Debug utilities

Never in production:
  - These don't ship with the library
  - Users don't install them

Lock Files

Never commit lock files in libraries. Lock files:

• Lock to specific versions you tested with
• Prevent users from getting compatible updates
• Cause conflicts with user's other dependencies

See module-organization.md for structure patterns.

Testing Philosophy

Use Standard Test Framework

Every language has a standard test framework. Use it.

Python: pytest or unittest
JavaScript: Jest or Vitest
Go: testing stdlib
Rust: built-in test
Ruby: Minitest

What to Test

1. Public API - Every public method
2. Edge cases - Empty input, null, large data
3. Error conditions - Invalid input, network failures
4. Configuration - Different config combinations
5. Integration - With frameworks (if applicable)

Test Structure

tests/
├── unit/           # Fast, isolated tests
├── integration/    # Tests with external systems
└── fixtures/       # Test data

See testing-patterns.md for detailed patterns.

Anti-Patterns to Avoid

Pattern	Problem	Alternative
Dynamic method generation	Hard to understand, debug	Define methods explicitly
Configuration objects	Unnecessary complexity	Simple accessors
Tight framework coupling	Limits library usage	Conditional loading
Many runtime dependencies	Bloat, conflicts, security	Use stdlib, vendor
Heavy DSLs	Learning curve, magic	Explicit method calls
Metaprogramming magic	Debugging nightmare	Clear, explicit code
Committing lock files	Version conflicts	Let users manage deps

Directory Structure

my-library/
├── lib/                    # Source code (or src/)
│   ├── my_library.ext      # Entry point
│   ├── my_library/         # Internal modules
│   │   ├── client.ext
│   │   ├── config.ext
│   │   └── errors.ext
│   └── my_library/integrations/  # Framework integrations
│       └── framework.ext
├── tests/                  # Test files
├── README.md               # Documentation
├── LICENSE                 # License file
└── [package manifest]      # package.json, setup.py, etc.

See module-organization.md for detailed structure.

Reference Files

For deeper patterns, see:

File	Topics
module-organization.md	Directory layouts, file structure, require/import patterns
framework-integration.md	Conditional loading, hooks, lazy initialization
testing-patterns.md	Multi-version testing, CI setup, fixture patterns
api-design.md	Public interface design, class macros, configuration

Success Criteria

A well-designed library:

• Installs with one command
• Configures with simple assignment
• Works without framework (if applicable)
• Has zero or minimal dependencies
• Uses explicit, readable code
• Tests pass across supported versions
• Documents the public API clearly
• Handles errors informatively
• Doesn't break on upgrades