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AgentEngineering

DeepSeek Reasonix

esengine/deepseek-reasonix

DeepSeek-native terminal coding agent — engineered around prefix-cache stability for long sessions.

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GitHub repository

https://github.com/esengine/deepseek-reasonix
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Overview

A terminal coding agent tuned for DeepSeek models. The design focus is prefix-cache stability: long-running sessions stay efficient instead of thrashing context. Repo (copy/paste): https://github.com/esengine/deepseek-reasonix

SaaSOther

Work with LimeDock

Using this skill? LimeDock can wire it into a durable automation you own.

Agents are a starting point. LimeDock turns the workflow into production automation your SaaS team owns — not another prompt library.

We sell owned automations for SaaS teams — live workflows that plug into Slack, CRM, and your internal platform — not just a skill list.

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Link

https://github.com/esengine/deepseek-reasonix
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Installation guide

Not installed into LimeDock.

1. Copy: https://github.com/esengine/deepseek-reasonix 2. Follow the README install for your OS. 3. Configure DeepSeek API / endpoint credentials. 4. Run it in a project folder and leave the session up for long tasks.

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How to use it

**Simple example** You want a DeepSeek agent that can grind on a refactor overnight-ish without restarting from zero every time.

1. Install Reasonix. 2. Point it at your repo. 3. Give a long task: “Migrate these modules to the new auth package; stop only for decisions.” 4. Prefix-cache-friendly design keeps the session cheaper/stabler.

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Example prompts

  • Explain why prefix-cache stability matters for a coding agent.
  • Start Reasonix on this repo and outline a migration plan before editing.
  • What config do I need for our self-hosted DeepSeek endpoint?
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Use cases and examples

  • DeepSeek-first terminal coding
  • Long multi-file refactors
  • Teams standardizing on DeepSeek endpoints
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Prerequisites

  • DeepSeek API access or compatible endpoint
  • Comfortable with terminal workflows
  • Git-clean working tree before long agent runs
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Tips

  • Commit or branch before long autonomous runs.
  • Use for coding sessions — not as your CRM automation layer.