← Session 3 — Project kickoff: RH blueprint, staged workflow + archive design
thinking (266 chars)
Save a brief user/project memory about the staged workflow and user's preferences. The archive protocol is in NGUYEN.md (auto-loaded), so don't duplicate. But the user's working style (stages, shutdowns, wants zero rework, dual storage preference) is worth a memory.
Saving one memory about how you work, so future sessions get it right immediately.
tool: Write ok
input
{
"file_path": "C:\\Users\\lucky\\.nguyen\\projects\\D--Python-Quantum\\memory\\user_workflow.md",
"content": "---\nname: Staged multi-session workflow with shutdowns\ndescription: User works on NGUYEN-RH-1 in stages separated by computer shutdowns; requires zero rework and full persistence of all research artifacts\ntype: user\n---\n\nUser runs the RH research project in stages and shuts down the computer\nbetween them. Hard requirements they set:\n\n- No work may be lost or redone between sessions \u2014 everything persists to\n files (archive protocol in NGUYEN.md \u00a78).\n- They intend to publish a scientific paper from this work, so all artifacts\n must be paper-quality and traceable.\n- Approved storage decisions (2026-08-17): LaTeX for the paper, local git\n for versioning, and DUAL numerics storage \u2014 CSV+JSON sidecars AND SQLite\n in parallel (user explicitly added SQLite on top of the recommended\n CSV+JSON).\n\nHow to collaborate: follow the session start/end protocol in NGUYEN.md \u00a78\nreligiously; update STATE.md last with an explicit NEXT ACTION line; commit\nat session end.\n"
}
result 2026-08-17 18:12:39Z → 2026-08-29 05:34:22Z
{
"type": "update",
"filePath": "D:\\Python\\Quantum\\web\\logs\\smtp_test.py",
"content": "\"\"\"SSH: send a direct test mail via 127.0.0.1:25 from the server itself,\nreporting the SMTP conversation so failures are visible (unlike the\nfail_silently path in views.py).\"\"\"\nimport base64\n\nimport paramiko\n\nSSH_HOST = \"208.109.226.46\"\nSSH_USER = \"[cpanel-user]\"\nSSH_PASS = \"[REDACTED]\"\n\nPY = r'''\nimport smtplib, time\nstamp = time.strftime(\"%Y-%m-%d %H:%M:%S UTC\", time.gmtime())\ntry:\n s = smtplib.SMTP(\"127.0.0.1\", 25, timeout=20)\n s.set_debuglevel(1)\n msg = (\"From: noreply@researchai.dev\\r\\n\"\n \"To: dan@researchai.dev\\r\\n\"\n \"Subject: [researchai.dev] SMTP direct test\\r\\n\"\n \"\\r\\n\"\n \"Direct smtplib test from the server, \" + stamp + \".\\r\\n\"\n \"Verifying remote-mail routing for dan@researchai.dev.\\r\\n\")\n refused = s.sendmail(\"noreply@researchai.dev\",\n [\"dan@researchai.dev\"], msg)\n print(\"REFUSED:\", refused)\n s.quit()\n print(\"SEND OK\")\nexcept Exception as e:\n print(\"SEND FAILED:\", type(e).__name__, e)\n'''\n\nclient = paramiko.SSHClient()\nclient.set_missing_host_key_policy(paramiko.AutoAddPolicy())\nclient.connect(SSH_HOST, port=22, username=SSH_USER, password=SSH_PASS,\n timeout=20)\nb64 = base64.b64encode(PY.encode()).decode()\ncmd = (\"/opt/alt/python311/bin/python3.11 -c \"\n f\"'import base64; exec(base64.b64decode(\\\"{b64}\\\"))'\")\nstdin, stdout, stderr = client.exec_command(cmd)\nprint(stdout.read().decode(\"utf-8\", \"replace\"))\nprint(stderr.read().decode(\"utf-8\", \"replace\"))\nclient.close()\n",
"structuredPatch": [
{
"oldStart": 1,
"oldLines": 6,
"newStart": 1,
"newLines": 8,
"lines": [
" \"\"\"SSH: send a direct test mail via 127.0.0.1:25 from the server itself,",
" reporting the SMTP conversation so failures are visible (unlike the",
" fail_silently path in views.py).\"\"\"",
"+import base64",
"+",
" import paramiko",
" ",
" SSH_HOST = \"208.109.226.46\""
]
},
{
"oldStart": 8,
"oldLines": 7,
"newStart": 10,
"newLines": 7,
"lines": [
" SSH_PASS = \"[REDACTED]\"",
" ",
" PY = r'''",
"-import smtplib, sys, time",
"+import smtplib, time",
" stamp = time.strftime(\"%Y-%m-%d %H:%M:%S UTC\", time.gmtime())",
" try:",
" s = smtplib.SMTP(\"127.0.0.1\", 25, timeout=20)"
]
},
{
"oldStart": 32,
"oldLines": 8,
"newStart": 34,
"newLines": 9,
"lines": [
" client.set_missing_host_key_policy(paramiko.AutoAddPolicy())",
" client.connect(SSH_HOST, port=22, username=SSH_USER, password=SSH_PASS,",
" timeout=20)",
"+b64 = base64.b64encode(PY.encode()).decode()",
" cmd = (\"/opt/alt/python311/bin/python3.11 -c \"",
"- + repr(PY))",
"+ f\"'import base64; exec(base64.b64decode(\\\"{b64}\\\"))'\")",
" stdin, stdout, stderr = client.exec_command(cmd)",
" print(stdout.read().decode(\"utf-8\", \"replace\"))",
" print(stderr.read().decode(\"utf-8\", \"replace\"))"
]
}
],
"originalFile": "\"\"\"SSH: send a direct test mail via 127.0.0.1:25 from the server itself,\nreporting the SMTP conversation so failures are visible (unlike the\nfail_silently path in views.py).\"\"\"\nimport paramiko\n\nSSH_HOST = \"208.109.226.46\"\nSSH_USER = \"[cpanel-user]\"\nSSH_PASS = \"[REDACTED]\"\n\nPY = r'''\nimport smtplib, sys, time\nstamp = time.strftime(\"%Y-%m-%d %H:%M:%S UTC\", time.gmtime())\ntry:\n s = smtplib.SMTP(\"127.0.0.1\", 25, timeout=20)\n s.set_debuglevel(1)\n msg = (\"From: noreply@researchai.dev\\r\\n\"\n \"To: dan@researchai.dev\\r\\n\"\n \"Subject: [researchai.dev] SMTP direct test\\r\\n\"\n \"\\r\\n\"\n \"Direct smtplib test from the server, \" + stamp + \".\\r\\n\"\n \"Verifying remote-mail routing for dan@researchai.dev.\\r\\n\")\n refused = s.sendmail(\"noreply@researchai.dev\",\n [\"dan@researchai.dev\"], msg)\n print(\"REFUSED:\", refused)\n s.quit()\n print(\"SEND OK\")\nexcept Exception as e:\n print(\"SEND FAILED:\", type(e).__name__, e)\n'''\n\nclient = paramiko.SSHClient()\nclient.set_missing_host_key_policy(paramiko.AutoAddPolicy())\nclient.connect(SSH_HOST, port=22, username=SSH_USER, password=SSH_PASS,\n timeout=20)\ncmd = (\"/opt/alt/python311/bin/python3.11 -c \"\n + repr(PY))\nstdin, stdout, stderr = client.exec_command(cmd)\nprint(stdout.read().decode(\"utf-8\", \"replace\"))\nprint(stderr.read().decode(\"utf-8\", \"replace\"))\nclient.close()\n",
"autoRead": false
}
tool: Write ok
input
{
"file_path": "C:\\Users\\lucky\\.nguyen\\projects\\D--Python-Quantum\\memory\\MEMORY.md",
"content": "# Memory Index\n\n- [Staged multi-session workflow](user_workflow.md) \u2014 user works in stages with shutdowns; zero-rework persistence is mandatory; LaTeX + git + dual CSV/JSON+SQLite storage approved\n"
}
result 2026-08-17 18:12:39Z → 2026-08-18 01:26:18Z
File created successfully at: C:\Users\lucky\.nguyen\projects\D--Python-Quantum\memory\MEMORY.md
raw content_json (database row)
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