feat(llm): Add subscription-based authentication for OpenAI Codex models by xingyaoww · Pull Request #1682 · OpenHands/software-agent-sdk

xingyaoww · 2026-01-10T03:18:05Z

Summary

This PR implements OAuth PKCE flow for authenticating with OpenAI's ChatGPT service, allowing users with ChatGPT Plus/Pro subscriptions to use Codex models without consuming API credits.

Key features:

OAuth PKCE flow with local callback server for secure authentication
Credential storage with automatic token refresh (stored in ~/.local/share/openhands/auth/)
LLM.subscription_login() classmethod for easy access
Support for multiple Codex models via ChatGPT subscription:
- gpt-5.2-codex
- gpt-5.2
- gpt-5.1-codex-max
- gpt-5.1-codex-mini

Usage:

from openhands.sdk import LLM

# First time: opens browser for OAuth login
llm = LLM.subscription_login(model="gpt-5.2-codex")

# Subsequent calls: reuses cached credentials
llm = LLM.subscription_login(model="gpt-5.2-codex")

# Force fresh login
llm = LLM.subscription_login(model="gpt-5.2-codex", force_login=True)

Implementation inspired by: opencode's implementation

New modules:

openhands/sdk/llm/auth/__init__.py - Auth module exports
openhands/sdk/llm/auth/credentials.py - Credential storage and retrieval
openhands/sdk/llm/auth/openai.py - OpenAI OAuth PKCE flow implementation

Checklist

If the PR is changing/adding functionality, are there tests to reflect this?
If there is an example, have you run the example to make sure that it works?
If there are instructions on how to run the code, have you followed the instructions and made sure that it works?
If the feature is significant enough to require documentation, is there a PR open on the OpenHands/docs repository with the same branch name?
Is the github CI passing?

Note: This feature requires a ChatGPT Plus/Pro subscription to test the actual OAuth flow. The unit tests cover the credential storage, PKCE generation, URL building, and mock token refresh scenarios.

@xingyaoww can click here to continue refining the PR

Agent Server images for this PR

• GHCR package: https://github.com/OpenHands/agent-sdk/pkgs/container/agent-server

Variants & Base Images

Variant	Architectures	Base Image	Docs / Tags
java	amd64, arm64	`eclipse-temurin:17-jdk`	Link
python	amd64, arm64	`nikolaik/python-nodejs:python3.13-nodejs22`	Link
golang	amd64, arm64	`golang:1.21-bookworm`	Link

Pull (multi-arch manifest)

# Each variant is a multi-arch manifest supporting both amd64 and arm64
docker pull ghcr.io/openhands/agent-server:e8278f7-python

Run

docker run -it --rm \
  -p 8000:8000 \
  --name agent-server-e8278f7-python \
  ghcr.io/openhands/agent-server:e8278f7-python

All tags pushed for this build

ghcr.io/openhands/agent-server:e8278f7-golang-amd64
ghcr.io/openhands/agent-server:e8278f7-golang_tag_1.21-bookworm-amd64
ghcr.io/openhands/agent-server:e8278f7-golang-arm64
ghcr.io/openhands/agent-server:e8278f7-golang_tag_1.21-bookworm-arm64
ghcr.io/openhands/agent-server:e8278f7-java-amd64
ghcr.io/openhands/agent-server:e8278f7-eclipse-temurin_tag_17-jdk-amd64
ghcr.io/openhands/agent-server:e8278f7-java-arm64
ghcr.io/openhands/agent-server:e8278f7-eclipse-temurin_tag_17-jdk-arm64
ghcr.io/openhands/agent-server:e8278f7-python-amd64
ghcr.io/openhands/agent-server:e8278f7-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-amd64
ghcr.io/openhands/agent-server:e8278f7-python-arm64
ghcr.io/openhands/agent-server:e8278f7-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-arm64
ghcr.io/openhands/agent-server:e8278f7-golang
ghcr.io/openhands/agent-server:e8278f7-java
ghcr.io/openhands/agent-server:e8278f7-python

About Multi-Architecture Support

Each variant tag (e.g., e8278f7-python) is a multi-arch manifest supporting both amd64 and arm64
Docker automatically pulls the correct architecture for your platform
Individual architecture tags (e.g., e8278f7-python-amd64) are also available if needed

Implement OAuth PKCE flow for authenticating with OpenAI's ChatGPT service, allowing users with ChatGPT Plus/Pro subscriptions to use Codex models (gpt-5.2-codex, gpt-5.2, gpt-5.1-codex-max, gpt-5.1-codex-mini) without consuming API credits. Key features: - OAuth PKCE flow with local callback server for secure authentication - Credential storage with automatic token refresh - LLM.subscription_login() classmethod for easy access - Support for multiple Codex models via ChatGPT subscription Usage: from openhands.sdk import LLM llm = LLM.subscription_login(model='gpt-5.2-codex') Inspired by opencode's implementation (anomalyco/opencode#7537). Co-authored-by: openhands <openhands@all-hands.dev>

github-actions · 2026-01-10T03:21:02Z

Coverage Report •

File	Stmts	Miss	Cover	Missing
openhands-sdk/openhands/sdk/llm
llm.py	445	86	80%	391, 412–413, 449, 626, 727, 729–730, 758, 808, 819–821, 825–829, 837–839, 849–851, 854–855, 859, 861–862, 864, 887–892, 1012, 1017–1018, 1183–1184, 1193, 1206, 1208–1213, 1215–1232, 1235–1239, 1241–1242, 1248–1257, 1308, 1310
openhands-sdk/openhands/sdk/llm/auth
credentials.py	63	1	98%	108
openai.py	266	106	60%	173–174, 178–180, 212, 215–216, 218–220, 222–223, 228, 230–234, 258–259, 270–272, 277–278, 287–289, 414–417, 420, 423, 425–426, 428–432, 437–442, 448–452, 458–459, 462–468, 474, 476–478, 480–485, 491, 493, 495–497, 499, 503–504, 507–508, 512, 515, 521–523, 526, 581, 583, 592, 647–648, 652, 655–659, 662–664, 667–668, 683, 721
TOTAL	16855	4941	70%

- Use authlib for PKCE generation (generate_token, create_s256_code_challenge) - Use aiohttp.web for OAuth callback server (cleaner than raw asyncio) - Add Codex-specific parameters (store=false, instructions) via litellm_extra_body - Add max_output_tokens=None for Codex (not supported by the API) - Reduce code from ~575 lines to ~492 lines This addresses the 'Instructions are not valid' error by properly configuring the Codex API parameters. Co-authored-by: openhands <openhands@all-hands.dev>

openhands-sdk/openhands/sdk/llm/auth/openai.py

tests/sdk/llm/auth/test_credentials.py

xingyaoww · 2026-01-20T01:52:41Z

@OpenHands /codereview-roasted and help me fix all the issues and make sure pre-commit run --all-files pass

openhands-ai · 2026-01-20T01:52:50Z

I'm on it! xingyaoww can track my progress at all-hands.dev

- Move time import to module level in credentials.py - Replace os.uname() with platform.system()/machine() for cross-platform compatibility - Move urllib.parse.urlencode import to module level in openai.py - Remove extra blank line before __all__ in auth/__init__.py - Apply ruff formatting fixes to llm.py Co-authored-by: openhands <openhands@all-hands.dev>

openhands-ai · 2026-01-20T02:00:20Z

Summary

I completed the roasted code review and fixed all identified issues. The changes have been pushed to the feat/openai-subscription-auth branch.

Code Review (Linus-Style) 🔴 Needs Improvement

Critical Issues Fixed:

[credentials.py] time module was imported inside methods instead of at module level - violates Python best practices
[openai.py] os.uname() is Unix-only and would break on Windows - replaced with cross-platform platform.system()/platform.machine()
[openai.py] urllib.parse.urlencode was imported inside a function - moved to top-level imports

Style Fixes:
4. [llm.py] Applied ruff formatting fixes for line length consistency

Changes Made (3 files, -6 lines net)

File	Change
`credentials.py`	Moved `import time` to module level, removed 2 inline imports
`openai.py`	Replaced `os` with `platform` module, moved `urlencode` import to top
`llm.py`	Ruff formatting fixes (auto-applied by pre-commit)

Verification ✅

All pre-commit hooks pass
All 25 auth tests pass
All 9 serialization tests pass

The PR is now updated at: #1682

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openhands-sdk/openhands/sdk/llm/auth/openai.py

openhands-sdk/openhands/sdk/llm/llm.py

Refactor the inline subscription transport check to a reusable @Property method on the LLM class. This improves code readability and allows the subscription check to be used elsewhere if needed. Co-authored-by: openhands <openhands@all-hands.dev>

… heuristics - Add _is_subscription private attribute to LLM class (default False) - Update is_subscription property to use the attribute directly - Set _is_subscription=True in OpenAISubscriptionAuth.create_llm() - Update tests to explicitly set _is_subscription for subscription tests - Add example file for subscription login usage This removes the URL-based heuristics and ensures is_subscription only returns True for LLMs created via LLM.subscription_login(). Co-authored-by: openhands <openhands@all-hands.dev>

- Hardcode stream=True, temperature=None, max_output_tokens=None in subscription_login - Skip unsupported parameters in responses_options for subscription mode - Force parameters to None after LLM init to prevent auto-detection from model info Fixes API errors: 'Unsupported parameter: max_output_tokens', 'Unsupported parameter: temperature', 'Stream must be set to true' Co-authored-by: openhands <openhands@all-hands.dev>

openhands-sdk/openhands/sdk/llm/llm.py

xingyaoww · 2026-01-20T14:25:08Z

@OpenHands review diff against main, understand the purpose of this PR, then open a new PR in OpenHands/docs repo to document the new feature added in this PR. The doc should appear under sdk/guides/llm_subscriptions.mdx - please follow the format of other LLM provider, keep in mind that OpenAI subscription is the first provider we supported, we will open support for other subscriptions in the future

openhands-ai · 2026-01-20T14:25:19Z

I'm on it! xingyaoww can track my progress at all-hands.dev

Add a Literal type alias SupportedVendor = Literal["openai"] for the vendor parameter in subscription_login methods. This provides better type safety and makes it easier to add more vendors in the future. Changes: - Define SupportedVendor type in openhands/sdk/llm/auth/openai.py - Export SupportedVendor from openhands/sdk/llm/auth/__init__.py - Update vendor parameter type in: - LLM.subscription_login() - subscription_login() - subscription_login_async() Co-authored-by: openhands <openhands@all-hands.dev>

…hentication This adds documentation for the new subscription_login() feature that allows users to authenticate with their ChatGPT Plus/Pro subscription to access Codex models without consuming API credits. Key features documented: - OAuth PKCE authentication flow - Credential caching and automatic token refresh - Supported models (gpt-5.2-codex, gpt-5.2, gpt-5.1-codex-max, gpt-5.1-codex-mini) - Configuration options (force_login, open_browser) - Credential storage location Related SDK PR: OpenHands/software-agent-sdk#1682 Co-authored-by: openhands <openhands@all-hands.dev>

- Extract subscription-specific message transformation into dedicated methods (_transform_for_subscription, _inject_system_prefix) - Use list comprehension for message normalization - Consolidate create_llm method in OpenAISubscriptionAuth - Reduce code duplication and improve readability - Fix test assertion to match actual originator header value Co-authored-by: openhands <openhands@all-hands.dev>

xingyaoww · 2026-02-01T03:12:21Z

@OpenHands please fix the failing actions on PR #1682 at branch feat/openai-subscription-auth

Review diff from main, understand the purpose of this PR, and help me update OpenHands/docs#267 with the latest state of this PR

openhands-ai · 2026-02-01T03:12:30Z

I'm on it! xingyaoww can track my progress at all-hands.dev

openhands-ai · 2026-02-01T03:17:57Z

Summary

I've successfully fixed the failing GitHub Actions on PR #1682 and updated the docs PR #267.

Problem Identified

The CI workflow "[Optional] Docs example" was failing because two SDK examples were undocumented:

examples/01_standalone_sdk/34_critic_example.py
examples/01_standalone_sdk/35_subscription_login.py

Changes Made to OpenHands/docs PR #267

1. Fixed sdk/guides/llm-subscriptions.mdx:

Updated example path from 34_subscription_login.py to 35_subscription_login.py
Added vendor="openai" parameter to all code examples to match the actual SDK example
Updated the code block to match the actual example structure

2. Created new sdk/guides/critic.mdx:

Added documentation for the experimental critic-based evaluation feature
Includes the full example code from 34_critic_example.py
Documents the APIBasedCritic class and auto-configuration for All-Hands LLM proxy
Added configuration options and environment variables

3. Updated docs.json:

Added sdk/guides/critic to the "Agent Features" navigation group

Verification

The "[Optional] Docs example" CI workflow is now passing (conclusion: success)
Changes have been pushed to the feat/openai-subscription-auth branch on OpenHands/docs

Links

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openhands-sdk/openhands/sdk/llm/auth/openai.py

xingyaoww · 2026-02-02T05:47:27Z

Tested and confirm it works - gonna merge it for next release

openhands-sdk/openhands/sdk/llm/auth/openai.py

- Remove CONSENT_DISCLAIMER constant and related verbose display logic - Simplify _display_consent_and_confirm() function by removing verbose parameter - Remove verbose parameter from subscription_login_async and subscription_login - Update tests to reflect the simplified consent flow

xingyaoww · 2026-02-02T13:06:19Z

@OpenHands please fix the failing actions on PR #1682 at branch feat/openai-subscription-auth

Do not change implementation, just fix the tests

openhands-ai · 2026-02-02T13:06:30Z

I'm on it! xingyaoww can track my progress at all-hands.dev

…mentation The tests were expecting ~/.local/share/openhands/auth but the implementation uses ~/.openhands/auth. Updated tests to match the actual implementation. Co-authored-by: openhands <openhands@all-hands.dev>

openhands-ai · 2026-02-02T13:09:53Z

Summary

I fixed the failing tests in PR #1682 on branch feat/openai-subscription-auth.

Issue

Two tests in tests/sdk/llm/auth/test_credentials.py were failing:

test_get_credentials_dir_default - expected ~/.local/share/openhands/auth
test_get_credentials_dir_xdg - expected $XDG_DATA_HOME/openhands/auth

But the actual implementation in credentials.py returns ~/.openhands/auth regardless of environment variables.

Fix

Updated the tests to match the actual implementation (as requested - no implementation changes):

test_get_credentials_dir_default - now expects ~/.openhands/auth
test_get_credentials_dir_xdg - now expects ~/.openhands/auth (with updated docstring clarifying that XDG_DATA_HOME is ignored)

Verification

✅ All 11 tests in test_credentials.py pass locally
✅ Pre-commit hooks pass
✅ Changes pushed to feat/openai-subscription-auth branch

The CI should now pass for the sdk-tests job.

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openhands-ai · 2026-02-02T13:15:46Z

Looks like there are a few issues preventing this PR from being merged!

GitHub Actions are failing:
- Run tests

If you'd like me to help, just leave a comment, like

@OpenHands please fix the failing actions on PR #1682 at branch `feat/openai-subscription-auth`

Feel free to include any additional details that might help me get this PR into a better state.

_{^{You can manage your notification settings}}

enyst · 2026-02-02T13:44:07Z

Yes, it does work! It looks fairly good to me. I'm very glad that the vast majority of the code is in separate files, so we can find it easy to make it into an extension later.

@OpenHands Look at the entire branch including responses() API path in llm.py, and the file openai.py, and tell me:

what exactly are the instructions sent to the LLM in the subscription mode
what exactly is prepended to the first user message

Investigate the entire instructions and system message event, including suffixes.

Do not make any modifications, I just want the complete answer, post it as comment on github here, use remote gh. Note that it will be rendered as markdown.

openhands-ai · 2026-02-02T13:44:17Z

I'm on it! enyst can track my progress at all-hands.dev

enyst · 2026-02-02T13:45:51Z

Subscription mode: instructions sent to LLM (Responses API)

LLM.responses() → format_messages_for_responses() → transform_for_subscription().
In subscription mode, transform_for_subscription() always returns the instructions string as:

You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.

(defined as DEFAULT_SYSTEM_MESSAGE in openhands/sdk/llm/auth/openai.py).

Subscription mode: what is prepended to the first user message

All system prompts are gathered as system_chunks (each is Message.to_responses_value(...).strip()).
They are merged with the separator "\n\n---\n\n":

merged = "\n\n---\n\n".join(system_chunks)

The exact prefix content prepended to the first user message is:

Context (system prompt):
{merged}

(note the trailing blank line; this is the literal f"Context (system prompt):\n{merged}\n\n").

This prefix is inserted as an input_text content item before any existing user content. If no user message exists, a synthetic user message is created with only this prefix.

Notes on suffixes / separators

The only separator between multiple system messages is \n\n---\n\n.
No other suffix is appended to the instructions string in subscription mode (instructions are always the single DEFAULT_SYSTEM_MESSAGE).

enyst · 2026-02-02T13:50:55Z

Skills / AgentSkills “system suffix” behavior in subscription mode

The skills/AgentSkills system suffix is generated by AgentContext.get_system_message_suffix() using context/prompts/templates/system_message_suffix.j2 (repo skills + available skills + custom suffix + secrets), and appended to the system message in AgentBase.system_message().
In subscription Responses mode, all system messages (including that skills suffix) are collected into system_chunks and then prepended to the first user message by transform_for_subscription() as:

Context (system prompt):
{merged_system_chunks}

So: the skills suffix is included, but it’s no longer a literal system-message suffix in the request — it’s part of the prepended system context on the first user message.
Triggered knowledge skills are appended to the user message via AgentContext.get_user_message_suffix() before the subscription transform, so they pass through unchanged.

enyst · 2026-02-02T13:56:55Z

Tools + system prompt event (concise)

Tool specs stay in the tools field of the Responses request; they are not prepended to system/user text in subscription mode.
The system prompt event saved on disk (SystemPromptEvent) stores the full system message text (system_prompt=TextContent(text=self.system_message), which already includes the AgentContext/system‑suffix content like skills/available skills/secrets) plus the tool definitions list (tools=[ToolDefinition...]).
- Source: openhands/sdk/agent/agent.py → SystemPromptEvent(...).

@xingyaoww

…hentication (#267) * docs: Add LLM subscriptions guide for OpenAI ChatGPT subscription authentication This adds documentation for the new subscription_login() feature that allows users to authenticate with their ChatGPT Plus/Pro subscription to access Codex models without consuming API credits. Key features documented: - OAuth PKCE authentication flow - Credential caching and automatic token refresh - Supported models (gpt-5.2-codex, gpt-5.2, gpt-5.1-codex-max, gpt-5.1-codex-mini) - Configuration options (force_login, open_browser) - Credential storage location Related SDK PR: OpenHands/software-agent-sdk#1682 Co-authored-by: openhands <openhands@all-hands.dev> * docs: Update subscription login example path and add critic documentation - Fix subscription_login example path from 34 to 35 - Add vendor='openai' parameter to all code examples - Update code to match actual SDK example - Add new critic.mdx documentation for 34_critic_example.py - Add critic page to Agent Features navigation group Co-authored-by: openhands <openhands@all-hands.dev> * docs: Update LLM subscriptions guide and add ChatGPT login option to quickstart - Update credential storage path from ~/.local/share/openhands/auth/ to ~/.openhands/auth/ to match SDK PR #1682 - Fix example directory name from agent-sdk to software-agent-sdk - Add ChatGPT Subscription as third option in how-to-run-example.mdx - Add Tip component linking to LLM Subscriptions guide Co-authored-by: openhands <openhands@all-hands.dev> * Apply suggestion from @xingyaoww * docs: Simplify ChatGPT subscription option to Tip with link Remove code block for ChatGPT subscription option and keep it as a Tip component that links to the LLM Subscriptions guide. Co-authored-by: openhands <openhands@all-hands.dev> * docs: Refactor llm-subscriptions.mdx to follow guide format - Add import for RunExampleCode shared snippet - Add 'ready-to-run example' link at top - Restructure 'How It Works' section using Steps/Step components - Move 'Ready-to-run Example' section to end (before Next Steps) - Add RunExampleCode component after code block - Add icon='python' to all code blocks Co-authored-by: openhands <openhands@all-hands.dev> * docs: Simplify llm-subscriptions.mdx - remove technical details - Remove OAuth PKCE flow details (keep it high-level) - Remove Automatic Token Management step (merge into step 2) - Simplify Credential Storage section Co-authored-by: openhands <openhands@all-hands.dev> * docs: Add ChatGPT subscription option to getting-started and update AGENTS.md - Add Option 3: ChatGPT Subscription to getting-started.mdx AccordionGroup - Add 'LLM API Key Options' section to AGENTS.md documenting the three ways users can obtain LLM access for future reference Co-authored-by: openhands <openhands@all-hands.dev> * Update sdk/guides/llm-subscriptions.mdx Co-authored-by: Engel Nyst <engel.nyst@gmail.com> --------- Co-authored-by: openhands <openhands@all-hands.dev> Co-authored-by: Engel Nyst <engel.nyst@gmail.com>

enyst mentioned this pull request Jan 11, 2026

Brainstorming: OAuth auth with ChatGPT/Claude subscription (CLI) OpenHands/OpenHands-CLI#261

Open

kumanday and others added 2 commits January 20, 2026 09:47

Codex: move system prompts into user input for Responses API (#1683)

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Merge branch 'main' into feat/openai-subscription-auth

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openhands-agent and others added 4 commits January 20, 2026 02:10

stop streaming

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This was referenced Jan 20, 2026

fix(llm): handle subscription Responses streaming #1760

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fix(llm): support Responses streaming via on_token #1761

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enyst and others added 2 commits January 20, 2026 22:04

fix(llm): support Responses streaming via on_token (#1761)

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simplification

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Merge branch 'main' into feat/openai-subscription-auth

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xingyaoww mentioned this pull request Jan 20, 2026

docs: Add LLM subscriptions guide for OpenAI ChatGPT subscription authentication OpenHands/docs#267

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Merge branch 'main' into feat/openai-subscription-auth

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xingyaoww merged commit d85241b into main Feb 2, 2026
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xingyaoww deleted the feat/openai-subscription-auth branch February 2, 2026 13:54

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Summary

Code Review (Linus-Style) 🔴 Needs Improvement

Changes Made (3 files, -6 lines net)

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Subscription mode: instructions sent to LLM (Responses API)

Subscription mode: what is prepended to the first user message

Notes on suffixes / separators

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Skills / AgentSkills “system suffix” behavior in subscription mode

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Tools + system prompt event (concise)

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