@adchina2025

memcore-memory provides five-tier adaptive retrieval with pattern induction, vfm scoring, and token-efficient startup briefs. core operations are cli-driven with cron maintenance integration, but assumes external architecture docs exist and lacks explicit failure recovery.

Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, novel generation, style imitation, chapter continuat...

文件快速扫描，减少token消耗。AI 不读文件就能知道内容，避免重复读取浪费 token。

微信公众号文章批量采集工具。通过 Browser Harness 连接用户已登录的微信公众号后台，自动提取文章列表、去重、下载全文并保存到本地知识库。适用于个人公众号内容备份、知识库构建、文章管理等场景。