Friday Showcase

Friday — A 24/7 AI Assistant Built Entirely on Claude Code

An always-on personal AI system using only Claude Code CLI ($100/month) and Telegram — no custom AI, no cloud VMs, no fine-tuning.

Live page: missingus3r.github.io/friday-showcase

What Is This?

A self-evolving AI assistant that runs 24/7 on a standard Windows, Linux, or macOS machine. It talks over Telegram, runs scheduled tasks, manages files and projects, and keeps persistent memory across sessions — and it learns from its own behavior: acquiring skills, reflecting nightly, inferring preferences from repeated corrections, and proposing its own improvements. All powered by Claude Code (Anthropic's CLI agent) on the $100/month Max Plan — no custom AI backend, no fine-tuned models, no orchestration framework. The only custom code is a lightweight Flask server for memory and the self-evolving subsystems.

How It Works

Claude Code sits at the center, reaching external services through MCP (Model Context Protocol) plugins and shell tools. A CLAUDE.md file is the system prompt — behavior, tools, and cron schedules. Self-evolving subsystems (skills, reflection, preference learning, world modeling, proposals) run as scheduled jobs on the same memory server, feeding insights back into behavior with no fine-tuning.

Why Not Use an Agent Framework?

Agent frameworks (OpenClaw, NemoClaw, and others) are impressive but add layers: custom runtimes, orchestration code, deployment pipelines, often their own API costs.

Claude Code already *is* the runtime — native tool use, MCP plugins, cron scheduling, sub-agent spawning, file I/O, git, and shell, all built in. No glue code between the LLM and the tools.
One plan, one CLI, one model: stay within a single subscription, respect the provider's ToS, and let the model do…