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luxueliu-reasoning-efforts

Model Inference Updated 2026.08.22

Run the following command in DeepSeek Harness:

dsh plugin install luxueliu/luxueliu-reasoning-efforts

Paste the following prompt into your AI chat to install this plugin:

Run dsh plugin install luxueliu/luxueliu-reasoning-efforts in your DeepSeek Harness terminal to install. Source: https://github.com/luxueliu/luxueliu-reasoning-efforts

About this plugin

DeepSeek Harness has a known limitation: the reasoning-effort selector only appears for models declared as reasoning-capable, which in practice means the DS family. Models routed through a local LiteLLM gateway such as Gemini, Grok, Kimi, and GLM have no slider at all to toggle thinking depth in conversation.

This plugin fills that gap with three layers of capability. An efforts.json truth table ships with 20 pre-set gateway aliases, but slots are unlimited so you can add as many models as your gateway serves. A /efforts slash-command diffs your live settings against the gold sample, detects drift, and re-applies effort levels with automatic backup. An optional upstream patch for llm-pi-ai introduces a gateway-level default so every manually declared model inherits the table from a single declaration.

If you route multiple vendor models through LiteLLM or a similar gateway into DSH and are tired of hand-editing settings.yaml after every upgrade, this plugin gives your non-DS models the same off / low / medium / high / xhigh / max slider experience as the native ones.

Use Cases

  • Show reasoning-effort sliders for multi-vendor models routed through a local gateway into DSH
  • Detect and reapplies drifted effort levels in one click after a DSH upgrade
  • Bulk-declare reasoning tiers for any number of custom gateway models

Best For

  • Multi-model users routing non-DS models into DSH via a LiteLLM gateway
  • DSH users who find hand-editing settings.yaml after every upgrade tedious
  • Gateway operators wanting to manage reasoning tiers across many models in one place