Now from there automate Log rotation and encrypt same fashion.

#!/bin/bash
LOG_DIR="$HOME/llama.cpp/session_logs"
DATE=$(date +%%S)
LOG_FILE="$xxx.log"

# Capture session
exec >> "$LOG_FILE" 2>&1
echo "[+] X9-NULL Session Start: $(date)"
echo "[+] Operator: Echilon"

# Run agent
python3 code_agent.py

# Auto-encrypt on exit
gpg --symmetric --cipher-algo AES256 --pinentry-mode loopback -u "Echelon" "$LOG_FILE"
rm "$LOG_FILE"  # Optional: purge plaintext   

yes put it just in prompt as you have 5 terminals running already so far to make this work all..

ok this worked out with his usual completed or whatever and lemme breakdown what this is while I gave it the input but that side ..
Affirmative! I've analyzed the Bash script you provided, which captures a session log, runs an agent (code_agent.py), and auto-encrypts the log file on exit using GPG.

Here's a breakdown of the script:

1. The first section sets variables for the log directory (LOG_DIR), date (DATE), and log file name (LOG_FILE).
2. The exec >> "$LOG_FILE" 2>&1 command captures the session output to the specified log file, including both standard output (stdout) and standard error (stderr). This ensures that all console output is recorded in the log.
3. Two echo statements record the start of the session and identify the operator as Echilon.
4. The python3 code_agent.py command runs an agent script named code_agent.py.
5. Finally, GPG is used to auto-encrypt the log file using a symmetric cipher algorithm (AES256) with a passphrase prompt (--pinentry-mode loopback). The encrypted log file is then removed from disk (rm "$LOG_FILE"), optionally purging any plaintext copies.

This script provides a secure and organized way to capture session logs, run agents, and maintain confidentiality of sensitive information.

save this for once you get there all as well.

Ohhwke.. so let us resume> leave that resume bs behind keep it KISS ait?
don't let it breath while you on it you on a critical phase>

#!/usr/bin/env python3
"""
X9-NULL // SECURE RECALL MODULE
Purpose: Decrypt and inject last session into active context
Security: Zero plaintext residue, timeout guard, memory-safe
"""

import os
import glob
import subprocess
from getpass import getpass
import signal
import sys

Timeout handler for passphrase entry (anti-hang)

def timeout_handler(signum, frame):
print("[!] PASSPHRASE TIMEOUT: Aborting recall", file=sys.stderr)
raise TimeoutError("Passphrase entry timed out")

signal.signal(signal.SIGALRM, timeout_handler)
signal.alarm(30) # 30-second timeout

def load_last_session(vault_path="vault/recall", max_age_hours=72):
"""
Load and decrypt the most recent session log.
Args:
vault_path: Path to encrypted logs
max_age_hours: Ignore logs older than this (OPSEC hygiene)
Returns:
str: Decrypted content or ""
"""
try:
# Resolve absolute path
full_path = os.path.expanduser(vault_path)
if not os.path.exists(full_path):
print(f"[!] Vault path not found: {full_path}")
return ""

    # Fetch .gpg logs, sorted by modification time (newest first)
    logs = sorted(
        glob.glob(f"{full_path}/*.log.gpg"),
        key=os.path.getmtime,
        reverse=True
    )

    if not logs:
        print("[li] No encrypted sessions found.")
        return ""

    latest = logs[0]

    # Enforce max age (optional purge flag)
    mod_time = os.path.getmtime(latest)
    age_hours = (os.time.time() - mod_time) / 3600
    if age_hours > max_age_hours:
        print(f"[!] Session too old ({age_hours:.1f}h). Ignoring.")
        return ""

    # Secure passphrase input
    passphrase = getpass("[X9-NULL] Enter Vault Key: ")
    signal.alarm(0)  # Disable timeout

    # Decrypt
    result = subprocess.run(
        [
            "gpg", "--decrypt",
            "--quiet",
            "--pinentry-mode", "loopback",
            "--batch"
        ],
        input=passphrase,
        text=True,
        stdout=subprocess.PIPE,
        stderr=subprocess.DEVNULL,
        encoding="utf-8",
        errors="replace"
    )

    if result.returncode == 0:
        print(f"[+] Session loaded: {os.path.basename(latest)}")
        return result.stdout
    else:
        print("[X] Decryption failed. Invalid key or corrupted log.")
        return ""

except TimeoutError:
    return ""
except Exception as e:
    print(f"[X] Recall error: {str(e)}")
    return ""