dsh-decisions-classifiers

Overview

OpenAI Decisions API for DeepSeek Harness: predicate/choice/score classifiers as agent tools and an injectable service, a built-in classifier library, an opt-in pre-execution gate, a Settings page, and a "let a classifier decide" card beside ask_user_question multiple-choice prompts.

README / EN

Package documentation

Registry summary

OpenAI Decisions API for DeepSeek Harness: predicate/choice/score classifiers as agent tools and an injectable service, a built-in classifier library, an opt-in pre-execution gate, a Settings page, and a "let a classifier decide" card beside ask_user_question multiple-choice prompts.

dsh.pub verifies the pinned bundle contract, runtime facts, and distribution semantics. The complete README remains in the source repository.

Read the full README on GitHub

LIMITATIONS

Known limitations

- **Images must be inline base64.** The endpoint rejects hosted HTTP(S) URLs and `file_id` inputs, so `decisions_ask` reads local paths and inlines them. DSH attachments cannot be passed through by reference. - **One model.** `gpt-6-luna` is the only available model while the API is in public beta. - **The advice card sends the questions only**, not the surrounding conversation transcript; decisions that depend on earlier chat turns may be less well informed. - **The gate fails open** on a network or credential error, and logs the failure: a classification outage must not block every tool call. - **`confidence` is surfaced but should not be thresholded.** It is undocumented and menu-dependent; see [What the numbers mean](#what-the-numbers-mean). - **`score` assumes equally spaced levels**, which the API imposes and you cannot override. - Pricing is input-token only ($0.10 per 1M tokens for `gpt-6-luna`), but this plugin does not meter spend.

dsh-decisions-classifiers