WayToClawEarn
入门阅读约 30 分钟2026年5月25日

DeepSeek Reasonix Tutorial: Zero-Cost AI Coding Agent in 30 Minutes

从安装到实战,30 分钟掌握 DeepSeek 原生编程 Agent 的 Cache-First 低成本和 Skills 自动化

入门 · 30 分钟 · 2026年5月25日

30 DeepSeek Reasonix AI Agent bug—— DeepSeek prefix-cache token 1/5

  • **AI Agent ** TUI npx reasonix code
  • ****94% cache hitappend-only
  • **Skills ** Markdown Agent

Reasonix append-only DeepSeek prefix-cache

API Key + Node.jsReasonix5
AI10
SkillsMarkdown10
MCP5

DeepSeek Reasonix

1 Reasonix API Key

Reasonix Node.js ≥ 22

terminal
#
cd /path/to/your-project

# API Key
npx reasonix code

DeepSeek API Key Key ~/.reasonix/config.json

****DeepSeek API —— $0.07/Mtok $0.014/MtokReasonix append-only 90%

terminal
#
cat ~/.reasonix/config.json

#
npx reasonix --help

Reasonix Tauri Node runtime tab cost/cache/token —— CI/CD

2 AI

Reasonix TUI IDE ——diff git diff ls

Reasonix DeepSeek V4-Flash /pro V4-Pro

code

# Flash
> Python

# Pro
/pro
>

Reasonix shell

V4-Flashbug
V4-Pro/pro
Pro/preset maxPro

Reasonix

Reasonix bug

utils.py parse_config

> utils.py parse_config

Reasonix

  1. utils.py parse_config
  2. try/except os.path.exists

Reasonix git diff

3 Skills

Skills Reasonix —— Markdown Agent .reasonix/skills/

Code Review Skill

.reasonix/skills/code-review.md

markdown
---
name: code-review
description:
runAs: subagent
allowed-tools: [read, grep, glob]
---

##

##

1. **** SQL XSS
2. **** N+1
3. ****>30

##

 markdown

Reasonix

/skill code-review

Reasonix subagent Skill read``grep``glob ——

Skill

Skill

  • ** CHANGELOG** git log
  • ** + **
  • **API ** OpenAPI

Skills Markdown git Agent

4 MCP

Reasonix MCPModel Context Protocol stdioSSEStreamable HTTP

MCP Server

terminal

# GitHub MCP Server
npx reasonix code --mcp "github=npx @anthropic/mcp-server-github"

# MCP Server
npx reasonix code --mcp "fs=npx @anthropic/mcp-server-filesystem /path/to/allowed/dir"

~/.reasonix/config.json

json
{
 "mcp": {
 "github": {
 "command": "npx",
 "args": ["@anthropic/mcp-server-github"]
 },
 "filesystem": {
 "command": "npx",
 "args": ["@anthropic/mcp-server-filesystem", "/home/user/projects"]
 }
 }
}

MCP server Reasonix registry GitHub MCP " PR"——Reasonix GitHub

MCP

FAQ

Q1npx reasonix code "Node version too old

Node.js ≥ 22 node -v nvm

terminal
nvm install 22
nvm use 22

Q2API Key

~/.reasonix/config.json apiKey

terminal
export DEEPSEEK_API_KEY="sk-xxxxxxxxxxxxxxxx"

Q3 token 1/5

Reasonix append-only DeepSeek prefix-cache marker 50+ 90%+ token 1/51/4

Q4Reasonix Claude Code

Claude Code Anthropic Agent Claude APIReasonix DeepSeek DeepSeek + Reasonix Cache-First —— Reasonix Claude Code

tools hover-card DeepSeek``Reasonix``Claude Code``Node.js

/

DeepSeek

免责声明:本站案例均为知识分享内容,仅供灵感与参考,不构成收益承诺;由此进行的外部执行与结果请自行判断并承担相应责任。

相关推荐