dsh-llm-codex
September 3, 2026 · View on GitHub
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ChatGPT Codex integration for DeepSeek Harness. This plugin is a separate provider route (codex) and settings namespace (llm-codex). It does not declare apiKeyEnv, does not read or write ~/.codex/auth.json, and does not share a credential file with dsh-codex-connect.
The package root exposes the Cordis plugin contract. The same artifact exports ./client, which contributes the Codex card under Settings → LLM Providers.
Installation
DeepSeek Harness 0.1.2-alpha.4 is required exactly; Alpha.1–Alpha.3 are incompatible and Alpha.5 is unverified. Exact Store records are in dsh.compatibility.dshReleases. Users on older runtimes must keep the last compatible Codex tag. Install directly from GitHub:
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-providers-ui/releases/download/v0.1.3/dsh-llm-providers-ui-0.1.3.tgz
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-codex/releases/download/v0.3.8/dsh-llm-codex-0.3.8.tgz
dsh web
The repository tracks release-ready lib artifacts, so GitHub installation needs no build-script allowlist. A source checkout can use a link installation after running pnpm run build.
Management RPC
The settings and authentication RPC uses Connection's authenticated /codex channel. Host trusted-host and Origin policy controls remote access; this plugin has no separate remote-management switch.
Web configuration
Open Settings → LLM Providers → Codex. Sign in with ChatGPT starts the official ChatGPT OAuth flow, opens the system browser, and stores the session only on the Host at $DSH_HOME/codex-oauth.json (mode 0600). The card then shows usage limits. Sign out deletes that file. The browser never receives tokens.

Model catalog
The conversation picker uses the displayed catalog stored as settings.models. The default is six rows:
gpt-5.6-sol/gpt-5.6-sol-fastgpt-5.6-terra/gpt-5.6-terra-fastgpt-5.6-luna/gpt-5.6-luna-fast
Fast and 1M are first-class picker rows, not checkboxes. Chat still uses the official wire id; Fast rows send service_tier: "priority". 1M rows (gpt-5.6-sol-1m, gpt-5.6-sol-1m-fast, and the Terra/Luna equivalents) set contextWindow to 1,000,000 so DSH compaction waits until 80% of that budget (800k). They are not in the default six-row catalog; add them from the official picker. The overlay can also add gpt-5.5, gpt-5.4, gpt-5.4-mini, gpt-5.3-codex-spark, and Fast variants. Custom ids can be added manually.
Picker ids may also use a generic context suffix -<n>k or -<n>m (for example gpt-5.6-sol-272k or gpt-5.6-sol-272k-fast). The plugin peels that suffix before talking to ChatGPT and uses / as the DSH compaction budget, so a 272K row starts compacting earlier than a 1M row. Product names such as kimi-k3-max are not treated as a context tier. The composer picker groups sibling rows that share a base id.
Default reasoning effort is per model and editable on the row: Luna uses max, Terra xhigh, Sol high, and every other official Codex model xhigh. Fast and 1M rows use their base model's default. A reasoning effort explicitly selected in a conversation takes precedence.
Chat goes through pi-ai openai-codex-responses against https://chatgpt.com/backend-api. Chat without a session fails MISSING_CREDENTIAL. A stored session whose refresh fails is reported as AUTH.
Model Switch integration
When dsh-model-switch v0.2+ is present, Codex registers optional Search and Image adapters that reuse this plugin's authenticated clients. Model Switch keeps official web_search ownership and leaves view_image / codex_generate_image unchanged. No Vision adapter is registered.
Optional capabilities
Search, view_image, and codex_generate_image are implemented but default off. Enabling any of them and clicking Save registers or unregisters it immediately; no restart is required. Search registers a standalone Codex WebSearchProvider (POST /codex/alpha/search). It does not write web.searchProvider or agent-default-model. The search-model dropdown lists official non-Fast models and defaults to gpt-5.6-luna. The plugin also registers web/openai-codex-search-llm-request so session logs written by dsh-codex-connect remain readable after that plugin is uninstalled. Search modes match official Codex:
cached(default): OpenAI-maintained index, no live fetchindexed: live fetch only when the search index gates the requestlive: unrestricted live retrieval
view_image is a model-invoked tool for local files and public-network HTTP(S) images. Spark is text-only.
codex_generate_image is a separate model-invoked tool. Any conversation model can call it; it uses this plugin's ChatGPT login and Codex usage (typically 3–5× a text turn) and draws with backend gpt-image-2. The routing-model dropdown lists official vision models and defaults to gpt-5.6-luna. The name is intentionally not generate_image, so it does not collide with other provider plugins. Generated files land under generated-images/ unless path is set.


Config
- id: llm-codex
name: 'dsh-llm-codex'
config:
enableSearch: false
enableImageTool: false
enableImageGeneration: false
streamIdleTimeoutMs: 300000
retryPolicy:
mode: normal
maxRetries: 8
backoff:
initialDelayMs: 500
maxDelayMs: 10000
jitterRatio: 0.1
The bundle retries eligible model-request failures up to eight times by default. ChatGPT WebSocket closures, including code-and-reason variants other than message-too-large code 1009, connection limits, and overload responses use retryable DSH failure codes. Token-shape failures use non-retryable AUTH; ambiguous usage limits remain non-retryable.
There is no apiKeyEnv and no user-editable base URL. models is the displayed conversation catalog.
LLM Providers UI ownership
The LLM Providers Settings page (settings.section id: providers with child settings.provider.item) and the shared llm-providers order store are owned solely by dsh-llm-providers-ui.
- This plugin contributes only its keyed card (
key: llm-codex) and its Hostllmroute; it does not install the page or the sharedllm-providersnamespace. Load order with the owner does not matter. - Without the owner (Headless or Web without
dsh-llm-providers-ui): the Host model routecodexstill works; in Web the owner controls whether the Providers page and this card are mounted. A Web release composition test rejects a bundle graph that ships provider cards without the owner. - The nav globe glyph is a temporary Alpha.4 DOM adapter owned only by
dsh-llm-providers-ui(src/client/nav-icon.ts); this plugin does not ship that adapter.
Install dsh-llm-providers-ui explicitly in the profile alongside provider plugins (see that package's cordis.patch.yml).
License
MIT
Release installation (Latest)
ChatGPT Codex login, model catalog, usage, and optional search/image capabilities. The release artifact targets DeepSeek Harness 0.1.2-alpha.4 and contains built Host/Client files only; it has no sibling-repository source, workstation path, link:, or workspace: dependency.
The dsh-llm-providers-ui package owns the LLM Providers page, navigation, and shared order store. This package owns only its provider card, models, credentials, and Host route. Install the Owner first for Web; headless Host routing works without the Owner.
Owner (Latest):
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-providers-ui/releases/latest/download/dsh-llm-providers-ui-0.1.3.tgz
Provider (Latest):
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-codex/releases/latest/download/dsh-llm-codex-0.3.8.tgz
Fixed versions (reproducible):
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-providers-ui/releases/download/v0.1.3/dsh-llm-providers-ui-0.1.3.tgz
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-codex/releases/download/v0.3.8/dsh-llm-codex-0.3.8.tgz
Update, uninstall, and verify:
# Update to the latest Release
dsh plugin --profile web add --force \
https://github.com/NOirBRight/dsh-llm-codex/releases/latest/download/dsh-llm-codex-0.3.8.tgz
# Verify the loaded version
dsh plugin --profile web list
dsh plugin --profile web doctor
# Uninstall only this plugin
dsh plugin --profile web remove dsh-llm-codex
Configuration: use the plugin section in Settings for Web UI plugins, or the profile dsh.profile.bundles entry for Host-only plugins. Start with this README's minimal YAML/JSON example and provide credentials/backend addresses explicitly.
Rollback: rerun the fixed v0.3.7 command, verify the profile list, then restart the Web service once. Inspect journalctl --user -u dsh-web.service and dsh plugin --profile web doctor; never put a source checkout in the production profile.
Release and integrity: v0.3.8 · SHA256SUMS.