724-office-ai-agent

Skill by ara.so — Daily 2026 Skills collection. A 24/7 production AI agent in ~3,500 lines of pure Python with no framework dependencies. Features 26 built-in tools, three-layer memory (session + compressed + vector), MCP/plugin support, runtime tool creation, self-repair diagnostics, and cron scheduling. Set environment variables rather than hardcoding secrets: Tools are registered with the @tool decorator in tools.py : The tool is automatically available to the LLM in the next tool-use loop iteration. The agent can call create_tool during a conversation to write and load a new Python tool without restarting: The tool is saved to workspace/custom_tools/md_to_html.py and hot-loaded immediately. Edit config.json to add MCP servers (stdio or HTTP): MCP tools are namespaced as servername__toolname (double underscore). Reload without restart: The agent uses schedule tool internally, but you can also call the scheduler API directly: Jobs persist in workspace/jobs.json across restarts. The LLM pipeline in llm.py injects retrieved memories automatically before each call: Create these in workspace/ to shape agent behavior: workspace/SOUL.md — Personality and values: workspace/AGENT.md — Operational procedures: workspace/USER.md — User context: self_check scans: Sends notification via the configured messaging platform if issues are found. router.py provisions one container per user...