Add AGI command reference

AGI_COMMANDS.md

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+# AGI Command Reference
+
+This guide summarizes the main scripts used to interact with the AGI tooling in this repository.
+
+## AGI Command Line Interface
+
+The `agi_cli.py` script exposes several sub-commands for performing reasoning and automation tasks.
+
+```
+python agi_cli.py <command> [args]
+```
+
+Available commands:
+
+- `reason <query>` – perform AGI reasoning on a question
+- `file <filename> [operation]` – analyze, optimize, transform or summarize a file
+- `code <language> <description>` – generate code in the chosen language
+- `plan <goal>` – create and execute a plan for a goal
+- `help` – show the help message
+
+Example usage:
+
+```
+python agi_cli.py reason "How does machine learning work?"
+python agi_cli.py file myfile.txt analyze
+python agi_cli.py code python "Create a web scraper"
+python agi_cli.py plan "Build a recommendation system"
+```
+
+## Local Agent Launcher
+
+`local_agent_launcher.py` manages background AGI agents. You can list, start, stop or inspect agent status from the command line:
+
+```
+python local_agent_launcher.py list
+python local_agent_launcher.py status
+python local_agent_launcher.py start
+python local_agent_launcher.py stop
+```
+
+Running without arguments opens an interactive menu where you can choose these options.
+
+## Demo and Dashboard
+
+- `demo_local_agents.py` – launches an interactive demonstration of local AGI agents.
+- `agi_status_dashboard.py` – shows running processes and quick start commands.
+
+Typical commands:
+
+```
+python demo_local_agents.py
+python agi_status_dashboard.py
+```