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Openclaw Agent definition Overview

In openclaw, an "agent" is not defined as a rigid class or a database model. It is a dynamic and evolving "persona" constructed from a collection of Markdown (.md) files.

These files are combined at runtime to form a comprehensive "system prompt" that dictates the AI's identity, rules, and operational parameters.

The core components that collectively define the agent's persona include:

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#!/bin/bash
# step-ssh.sh - SSH wrapper with automatic Smallstep certificate authentication
#
# Usage: step-ssh [ssh-options] user@host [command]
#
# For 192.168.1.* hosts, automatically checks for valid certificate
# and obtains one via Google OAuth if needed.
# 
# Add to ~/.bashrc or ~/.zshrc:
# alias ssh='/home/{USER}/.local/bin/step-ssh.sh'

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import sys
from pathlib import Path

from django.core import management
from django.core.management.base import BaseCommand

import boto3
from botocore.config import Config
from botocore.exceptions import ClientError

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{
    "raw_command": "from django.db import connection;c = connection.cursor();table = 'TABLENAME';sql = f'TRUNCATE TABLE {table} CASCADE';c.execute(sql)"
}

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class ArrayFieldCheckboxSelectMultiple(CheckboxSelectMultiple):
    """A CheckboxSelectMultiple widget for use with ArrayField which fixes the Multiple items not selected issue"""

    def format_value(self, value):
        """Return selected values as a list."""
        if value is None and self.allow_multiple_selected:
            return []
        elif self.allow_multiple_selected:
            value = [v for v in value.split(",")]

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def create_drop_tables_raw_command(tables: list[str]) -> str:
    """Get list of tables using the 'manage sqlflush' command.  This will create the DROP TABLE command for resetting the database"""
    django_migrations_table = "django_migrations"
    if django_migrations_table not in tables:
        print(f"-- '{django_migrations_table}' not given, adding to tables!")
        tables.append(django_migrations_table)

    
    statements = ["from django.db import connection"]
    statements.append("cursor = connection.cursor()")

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"""
Get/Set lambda environment variables
"""
import os
import pprint
from pathlib import Path
from typing import Tuple, List
from enum import Enum

import boto3

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from time import sleep
from subprocess import check_output, CalledProcessError

controller_identifier = 'microKEY2'
configured = False
while True:
    aconnect_list_command = ('aconnect', '-o')
    output_bytes = check_output(aconnect_list_command)    
    output_str = output_bytes.decode('utf8')
    controller_attached = False

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#! /bin/sh
# rasbian 
# add the following line to /etc/rc.local above the "exit 0" line to start on boot
# /home/pi/autostartsynth.sh &

killall fluidsynth

# set sound
export DESIRED_SOUNDFONT=/usr/share/sounds/sf2/FluidR3_GM.sf2 
# start fluidsynth with desired sound

monkut

import boto3

S3_CLIENT = boto3.client("s3")


def iterate_s3_csv(bucket: str, key: str) -> Generator:
    with BytesIO() as bytesin:
        S3_CLIENT.download_fileobj(bucket, key, bytesin)
        bytesin.seek(0)
        stringin = StringIO(bytesin.read().decode("utf8"))