Plugin

Harness di valutazione per i plugin DSH: casi di test YAML guidano esecuzioni reali dell'agente in modalità headless, verificano chiamate agli strumenti, argomenti, risultati e utilizzo dei token, con un gate di baseline per le regressioni in CI.

Contract regression harness for plugin authors: a scripted LLM adapter drives the real pipeline in isolated child processes with session-event assertions (load/contract/behavior/fault layers); zero API key, CI-ready.

Run Stata through DeepSeek Harness: the native Stata AI Skill service auto-starts with DSH (macOS/Windows binaries bundled), so you can run regressions, do-files and econometrics workflows with no manual setup.

让 DeepSeek Harness 里任何纯文本模型都能读图。识图是按需调用的 tool —— 图片不进主模型上下文，不看就不花钱；附 23 处缺陷的评测集，换模型可自测。

Runtime security gate on the tool pipeline: denies calls naming hosts outside an egress allowlist, redacts credentials from results at the canonical value rather than only the rendered content, and appends every decision to a JSONL audit log; ships in monitor-only mode.

Codex-style fuzzy skill search for the DeepSeek Harness Web GUI: /bug, /diag, /regression all find diagnosing-bugs in the / skill menu.

Egress policy for DeepSeek Harness: a host allowlist on web_fetch and web_search enforced at connect time, audit-mode by default, with OCSF Network Activity records

Mobile adapter for the DSH web shell: overlay sidebar/details drawers, responsive composer and settings below 768px, zero desktop regression.