compare-python-typecheckers
GitHub对比分析Python类型推断工具（ty, pyrefly, basedpyright等）的输出结果。通过运行代码片段或文件，生成包含各工具诊断差异、退出码和耗时的汇总报告，辅助开发者理解类型检查行为及分歧。
Trigger Scenarios
Install
npx skills add DetachHead/rebased --skill compare-python-typecheckers -g -y
SKILL.md
Frontmatter
{
"name": "compare-python-typecheckers",
"description": "Compare Python type inference with ty, pyrefly, and basedpyright."
}
Compare Python type checkers
When reasoning about how PyCharm should infer a type or whether something ought to be a type error, cross-checking against the real third-party checkers is the fastest way to gain insight — and to see where they disagree. This skill runs them all on a scratch file or snippet and collates the output into a single report.
Run it
${CLAUDE_SKILL_DIR}/scripts/compare_typecheckers.py invokes each checker
through uvx (fetched on demand — no install; the network is used on first run)
and prints a Markdown report: a summary table (exit code / verdict / timing per
tool) followed by each tool's raw output.
# Inline snippet:
uv run ${CLAUDE_SKILL_DIR}/scripts/compare_typecheckers.py -c 'def f(x: int) -> int:
return x
f("a")'
# An existing file:
uv run ${CLAUDE_SKILL_DIR}/scripts/compare_typecheckers.py path/to/test.py
# A subset, written to a file:
uv run ${CLAUDE_SKILL_DIR}/scripts/compare_typecheckers.py test.py --tools ty,mypy -o /tmp/report.md
Flags: -c/--code (inline snippet), -t/--tools ty,mypy,… (subset), -o/--output
(write to file), --timeout (per-checker seconds, default 180). The script exits
0 whenever it produced a report — findings live in the report, not the exit code.
Reading the result
- The summary table shows each tool's exit code (0 = nothing flagged, non-zero = the checker reported an issue or failed to run), a verdict, and time.
- Output formats differ per tool, so read each section, not just the table:
ty(Astral) andpyrefly(Meta) each have their own diagnostic style.basedpyrightis pyright-based and also emits extra diagnostics such asreportUnusedCallResult.mypyandzubanshare the same message format (zubanis mypy-compatible).
- The checkers track their latest releases through
uvx, so behaviour can shift over time — record the date when capturing results in a YouTrack issue or test.
Manual one-offs
The exact per-tool invocations, if you want to run just one by hand (note
basedpyright takes the file positionally — no check subcommand):
| Tool | Command |
|---|---|
| ty | uvx ty check test.py |
| pyrefly | uvx pyrefly check test.py |
| basedpyright | uvx basedpyright test.py |
| mypy | uvx mypy test.py |
| zuban | uvx zuban check test.py |
Version History
- 2af32ff Current 2026-09-22 01:04
