Evidence-backed model capability observations, deterministic catalogs, and runtime-aware ranking.

Model Capability Manager for DSH Web: per-model thinking levels, context window, output caps, input modalities, gateway compat, route defaults, one-click presets, EN/中文 UI.

Inline model capability controls for stock DeepSeek Harness Models settings

Per-model capability declarations (image input and reasoning efforts) for custom pi-ai providers, edited in place on the Models settings cards; writes the official llm-pi-ai settings namespace, no DSH source changes.

Framework-agnostic Liquid Glass material runtime: scene model, capability resolution, material policy, accessibility policy.

Physics model capability for Holotope experiment documents: compiles physics.model.rigid4 descriptors into live R4 rigid bodies.

Model capability radar for the DeepSeek Harness web GUI: a Settings tab that charts codexradar crowd-benchmark scores per model tier — task-composition bars, 7-day IQ trend, efficiency badges

LICOS Dev SDK for server-side model capability calls

DeepSeek Harness plugin to audit and correct llm-pi-ai model capability declarations by probing the endpoint itself: out-of-range maxTokens, contextWindow, reasoning levels, image input.

Model capability matrix, fuzzy resolver, task classifier, and selection algorithm for pi-ai models

Background auto-fill of llm-pi-ai model capability fields from overrides → pi-ai catalogs → models.dev

Content-model capability for Jini-hosted products: framework-free contracts, ports, and domain services in `/core` and per-domain subpaths; Node-bound persistence adapters in `/server`.

Explicit model input-modality selection for the DeepSeek Harness Web UI

在设置页编辑第三方模型的思考档位与图片输入声明,解决手写配置易错与档位拼写不可控

Run read-model capability provider for Rig operator surfaces.

Abstract workspace-directory picking seam (ctx.directoryPicker) for the DeepSeek Harness web GUI host

Pi extension that automatically adjusts thinking level from model capability and task difficulty.

AutoVerse Multimodal — n8n community node that unifies chat, image, audio, speech-to-text, document/PDF and video analysis with dynamic model capability discovery. Routes to OpenRouter under the hood but is independent of any official OpenRouter node.

[](https://www.npmjs.com/package/@agentclientprotocol/codex-acp)

Abstract process-sandbox seam (ctx.sandbox) for the DeepSeek Harness: same-world confinement vocabulary and the SandboxProvider contract