type-checking

SKILL.md

Type Checking with Pyright/Basedpyright

Use pyright or basedpyright for gradual type checking adoption.

Core Principles

  1. Minimize Logic Changes: Type checking should NOT change runtime behavior
  2. Test After Changes: Always run tests after adding type hints
  3. Hunt Down Root Causes: Never use # type: ignore as first resort

Quick Start

When fixing type errors:

# 1. Run type checker
pyright <file-or-directory>
# or
basedpyright <file-or-directory>

# 2. Fix errors (see patterns.md for common fixes)

# 3. Verify no behavior changes
git diff main
pytest tests/

Fix Priority Order

  1. Add proper type annotations (Optional, specific types)
  2. Fix decorator return types
  3. Use cast() for runtime-compatible but statically unverifiable types
  4. Last resort: # type: ignore only for legitimate cases

Common Quick Fixes

Field Defaults

# Use keyword syntax
role: Role = Field(default=Role.MEMBER, description="...")

# Positional default - avoid
role: Role = Field(Role.MEMBER, description="...")

Optional Parameters

# Correct
def my_function(channel_id: Optional[str] = None):

# Wrong
def my_function(channel_id: str = None):

Weak Types - NEVER Use

# NEVER
items: list[Any]
data: dict
result: Any

# ALWAYS use specific types
items: list[DataItem]
data: dict[str, ProcessedResult]
result: SpecificType | OtherType

Prefer cast() Over type: ignore

from typing import cast

# Preferred
typed_results = cast(list[ResultProtocol], results)
selected = select_by_score(typed_results)

# Less clear
selected = select_by_score(results)  # type: ignore[arg-type]

When to Use type: ignore

Only for:

  1. Function attributes: func._attr = val # type: ignore[attr-defined]
  2. Dynamic/runtime attributes not in type system
  3. External library quirks (protobuf, webhooks)
  4. Legacy patterns requiring significant refactoring

DO NOT use for simple fixes (add Optional, fix return types, add imports).

Reference Files

For detailed patterns and procedures:

Remember: Always verify changes with git diff main before committing.

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