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Agents & MCP

Wienerdog: Shared File-Based Memory and Self-Improving Skills for Claude Code and Codex

August 1, 2026· 3 min read
OKCurated by Oleksandr Kuzmenko, AI Product Engineer·Updated August 1, 2026·Sources cited on every story
AI-assisted · editor-reviewed·How we use AI
Wienerdog: Shared File-Based Memory and Self-Improving Skills for Claude Code and Codex

Wienerdog is a serverless, zero-telemetry CLI tool that creates a shared Markdown memory vault and auto-improving skills across Claude Code and Codex CLI. It features a nightly dreaming process that condenses session histories into Obsidian-compatible PARA notes.

Why it matters

Switching between AI coding tools usually resets context. Wienerdog maintains persistent, file-based memory shared across tools locally on your machine without running extra daemons or sending telemetry.

TL;DR

  • 01Wienerdog provides zero-telemetry, daemon-less memory vault using plain Markdown files.
  • 02Memory is shared across Claude Code and Codex CLI, eliminating duplicated prompting.
  • 03Nightly dreaming passes refine workflows into reusable skills and update long-term memory.

Cross-Agent Memory Vault

Wienerdog sets up a single file-based memory vault shared between Claude Code and Codex CLI. Context learned during a session in Claude Code is stored as Markdown in an Obsidian-compatible PARA structure, making it immediately available to Codex CLI without manual re-prompting.

Automated Nightly Dreaming Routine

A background OS scheduler runs a nightly dreaming pass that reviews conversation history, promotes key context into long-term memory, and converts repeated workflow patterns into structured skills. All operations execute strictly through your existing Claude or Codex CLI credentials.

#Wienerdog#Claude Code#Codex CLI#Obsidian
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