fix(api): correct tool and tool-output schema tags

[markstuart-oai]

Summary

Clarifies tool-output content tags and the apply-patch tool tag while preserving existing tool types.

Changes

• Associates text, image and file tool outputs with their existing content variants.
• Associates apply_patch with its existing tool schema in the stable and Beta API references.
• Preserves existing tool type names and constructors.

[github-actions]

Castiron custom code

✅ No new custom-code files detected.

47 mixed files remain; 0 existing customizations changed.

Compared 69a2c1db6fea → 323a092d0129. Generated baselines verified.

47 existing customizations unchanged

• api.md
• scripts/castiron/README.md
• scripts/castiron/custom_code_report.py
• scripts/castiron/test_custom_code_report.py
• src/openai/init.py
• src/openai/_client.py
• src/openai/resources/audio/transcriptions.py
• src/openai/resources/audio/translations.py
• src/openai/resources/beta/agents/sessions/sessions.py
• src/openai/resources/beta/beta.py
• src/openai/resources/beta/responses/responses.py
• src/openai/resources/beta/threads/runs/runs.py
• src/openai/resources/beta/threads/threads.py
• src/openai/resources/chat/completions/completions.py
• src/openai/resources/embeddings.py
• src/openai/resources/files.py
• src/openai/resources/live/forks.py
• src/openai/resources/live/live.py
• src/openai/resources/live/sideband.py
• src/openai/resources/realtime/api.md
• src/openai/resources/realtime/realtime.py
• src/openai/resources/responses/responses.py
• src/openai/resources/uploads/uploads.py
• src/openai/resources/vector_stores/file_batches.py
• src/openai/resources/vector_stores/files.py
• src/openai/resources/videos.py
• src/openai/resources/webhooks/init.py
• src/openai/resources/webhooks/webhooks.py
• src/openai/types/beta/agent_session_message.py
• src/openai/types/chat/init.py
• src/openai/types/chat/chat_completion_message_tool_call.py
• src/openai/types/fine_tuning/fine_tuning_job_integration.py
• src/openai/types/realtime/conversation_item_input_audio_transcription_delta_event.py
• src/openai/types/realtime/realtime_error_event.py
• src/openai/types/responses/init.py
• src/openai/types/responses/response.py
• src/openai/types/responses/response_function_web_search.py
• src/openai/types/responses/response_function_web_search_param.py
• src/openai/types/responses/responses_client_event.py
• src/openai/types/responses/responses_client_event_param.py

7 more in the full report.

A changed generated baseline means this report cannot reliably identify which handwritten lines changed.

Inspect the custom-code diff

Download the exact patch produced by this run (requires repository access):

gh run download 35576165858 --repo openai/openai-python \
  --name castiron-custom-code-35576165858-1 --dir /tmp/castiron-custom-code-35576165858-1
git apply --stat /tmp/castiron-custom-code-35576165858-1/custom-code.patch
cat /tmp/castiron-custom-code-35576165858-1/custom-code.patch

Or reproduce it from an SDK checkout containing the vendored reporter:

git fetch --no-tags origin 69a2c1db6feacf32be6693809e7cab1c3b49cad7 323a092d0129408c586918d922f90bea0e390720
python3 scripts/castiron/custom_code_report.py report \
  --base 69a2c1db6feacf32be6693809e7cab1c3b49cad7 \
  --head 323a092d0129408c586918d922f90bea0e390720 --fetch --require-head-hash --public \
  --out /tmp/castiron-custom-code-323a092d0129
cat /tmp/castiron-custom-code-323a092d0129/custom-code.patch

This is the current full custom patch for mixed files, not an attribution of only the handwritten lines changed by this PR.

Full report and patch

[chatgpt-codex-connector]

Codex Review Summary

This comment shows the latest Codex review activity on this pull request.

Review	Status	Commit	Review trigger
📝 Code Review	✅ Completed 2026-09-21T08:06:26.187514Z	323a092	New commits
🔒 Security Review	✅ Completed 2026-09-21T08:08:10.909708Z	323a092	New commits

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• Comment "@codex review" or "@codex security review".

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[openai-sdks]

OkTest Summary

✅ 236/236 SDK tests passed in 13.567s for Python SDK PR #3924.

Test results — 42 files

Test	Result	Time
tests/chat-completions-complex-body.test.ts	✅ Passed	212ms
tests/chat-completions-create.test.ts	✅ Passed	426ms
tests/chat-completions-stream.test.ts	✅ Passed	428ms
tests/files-content-binary.test.ts	✅ Passed	278ms
tests/files-create-multipart.test.ts	✅ Passed	310ms
tests/files-list-pagination.test.ts	✅ Passed	202ms
tests/initialize-config.test.ts	✅ Passed	412ms
tests/instance-isolation.test.ts	✅ Passed	322ms
tests/models-list.test.ts	✅ Passed	380ms
tests/responses-background-lifecycle.test.ts	✅ Passed	369ms
tests/responses-body-method-errors.test.ts	✅ Passed	388ms
tests/responses-cancel-timeout.test.ts	✅ Passed	202ms
tests/responses-cancel.test.ts	✅ Passed	321ms
tests/responses-compact-retries.test.ts	✅ Passed	451ms
tests/responses-compact.test.ts	✅ Passed	426ms
tests/responses-create-advanced-stream.test.ts	✅ Passed	130ms
tests/responses-create-advanced.test.ts	✅ Passed	343ms
tests/responses-create-disconnect.test.ts	✅ Passed	1.306s
tests/responses-create-errors.test.ts	✅ Passed	212ms
tests/responses-create-malformed-api-responses.test.ts	✅ Passed	430ms
tests/responses-create-retries.test.ts	✅ Passed	713ms
tests/responses-create-stream-failures.test.ts	✅ Passed	960ms
tests/responses-create-stream-timeout.test.ts	✅ Passed	295ms
tests/responses-create-stream-wire.test.ts	✅ Passed	3.537s
tests/responses-create-stream.test.ts	✅ Passed	183ms
tests/responses-create-terminal-states.test.ts	✅ Passed	269ms
tests/responses-create-timeout.test.ts	✅ Passed	209ms
tests/responses-create.test.ts	✅ Passed	316ms
tests/responses-delete.test.ts	✅ Passed	311ms
tests/responses-input-items-errors.test.ts	✅ Passed	836ms
tests/responses-input-items-list.test.ts	✅ Passed	470ms
tests/responses-input-items-options.test.ts	✅ Passed	407ms
tests/responses-input-tokens-count-timeout.test.ts	✅ Passed	279ms
tests/responses-input-tokens-count.test.ts	✅ Passed	350ms
tests/responses-malformed-inputs.test.ts	✅ Passed	2.594s
tests/responses-not-found-errors.test.ts	✅ Passed	302ms
tests/responses-parse.test.ts	✅ Passed	394ms
tests/responses-retrieve-retries.test.ts	✅ Passed	332ms
tests/responses-retrieve.test.ts	✅ Passed	340ms
tests/responses-stored-method-errors.test.ts	✅ Passed	618ms
tests/retry-behavior.test.ts	✅ Passed	3.265s
tests/sdk-error-shape.test.ts	✅ Passed	304ms

View OkTest run #35575994850

_{SDK merge (866ef3c5f9c3) · head (323a092d0129) · base (69a2c1db6fea) · OkTest (a0be4375e02d)}