Case: 20260502T131206Z__gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file
PASS Trajectory: recovered | Invoked: yes | Match: 100%
gptme --non-interactive --no-confirm --name gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-warmup --system short --workspace /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/workspace-warmup --tools shell --tool-format tool -m local/cryptidbleh/gemma4-claude-opus-4.6:latest 'Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('"'"'python-output.txt'"'"').write_text('"'"'PYTHON_OK\\n'"'"')".
Do not retry on error.
If the command fails, reply only with FAIL.
If the command succeeds, reply only with DONE.
'gptme --non-interactive --no-confirm --name gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-measured --system short --workspace /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/workspace --tools shell --tool-format tool -m local/cryptidbleh/gemma4-claude-opus-4.6:latest 'Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('"'"'python-output.txt'"'"').write_text('"'"'PYTHON_OK\\n'"'"')".
Do not retry on error.
If the command fails, reply only with FAIL.
If the command succeeds, reply only with DONE.
'Consistency: diverged
Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')".
Do not retry on error.
If the command fails, reply only with FAIL.
If the command succeeds, reply only with DONE.
PYTHON_OK
PYTHON_OK
Expected and observed match.
No structured session transcript found.
[gripprobe] process_started_at=2026-05-02T13:14:23+00:00
[13:14:25] Created config file at /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/runtime/gptme/warmup/home/.config/gptme/config.toml
[13:14:25] WARNING Skipping all confirmation prompts. cli.py:265
Using model: local/cryptidbleh/gemma4-claude-opus-4.6:latest
Using logdir: /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/runtime/gptme/warmup/state/gptme-logs/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-warmup
Using workspace: /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/workspace-warmup
Skipped 2 hidden system messages, show with --show-hidden
--- ^^^ past messages ^^^ ---
User:
Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')".
Do not retry on error.
If the command fails, reply only with FAIL.
If the command succeeds, reply only with DONE.
Assistant: Thinking...
Assistant:
<think>
<think>
The user wants me to execute a specific shell command using the `shell` tool.
The command is: `python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK[/dim][/dim]n')"`
I need to execute this command and reply only with "DONE" if it succeeds, or "FAIL" if it fails.
Plan:
1. Call the `shell` tool with the specified command.
2. Analyze the output to determine success or failure.
3. Reply accordingly.
</think>
</think>
@shell(call_45anu4cm): {"command":"python3 -c \"from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\\\n')\""}
Preview
python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')"
System:
Ran command: `python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')"`
No output
[13:14:34] ERROR exception during auto-name auto_naming.py:100
Traceback (most recent call last):
File "/opt/venvs/gptme/lib/python3.12/site-packages/gptme/util/auto_naming.py", line 97, in _generate_llm_name
summary_model_name = get_summary_model(current_model.provider)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venvs/gptme/lib/python3.12/site-packages/gptme/llm/models.py", line 576, in get_summary_model
raise ValueError(f"Provider {provider} did not have a summary model")
ValueError: Provider local did not have a summary model
Assistant: Thinking...
[13:14:39] INFO Reasoning content: Thinking Process: llm_openai.py:321
1. **Analyze the Request:** The user wants me to generate a concise, 2-4 word title for the provided conversation.
2. **Analyze the Conversation Content:**
* User instruction: "Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')". Do not retry on error. If the command fails, reply only with ..."
* Assistant response: `<think> The user wants me to execute a specific shell command using the `shell` tool. The command is: ... I ne...`
3. **Identify the Main Topic:** The core of the conversation is the execution of a specific command via a shell tool. It is a command execution request.
4. **Draft Potential Titles (2-4 words):**
* Shell command execution
* Running python command
* Executing shell command
* Shell tool usage
5. **Select the Best/Most Concise Title:** "Shell command execution" or "Run shell command" are accurate and concise.
6. **Final Output Generation:** (Ensure only the title is outputted.)
INFO Auto-generated conversation name: Shell command execution chat.py:332
Assistant:
DONE
[13:14:40] INFO Auto-reply: Assistant message had no tools. Asking for confirmation... complete.py:138
[13:14:40] [Loop control] <system>No tool call detected in last message. Did you mean to finish? If so, make sure you are comp...
User: <system>No tool call detected in last message. Did you mean to finish? If so, make sure you are completely done and then use the `complete` tool to end the session.</system>
Assistant: Thinking...
Assistant:
<think>
<think>
The user has provided a message indicating that no tool call was detected in the last message and suggesting I use the `complete` tool.
This seems to be a system prompt response, likely indicating the end of a task or session, or perhaps a misunderstanding of the previous interaction.
Since there is no explicit task given, and the previous interaction was a direct command execution, I should check if there is an ongoing task. Since the user is not providing a new instruction, and the system is prompting me to complete, I will use the `complete` tool to signal the end of the session, as per the instructions for when the work is finished.
</think>
</think>
@complete(call_c31z7ow7): {}
System: Task complete. Autonomous session finished.
[13:14:43] INFO Complete tool call detected, stopping session immediately complete.py:80
INFO Hook 'complete.complete' signaled session completion __init__.py:360
[13:14:43] Autonomous mode: Session completed via complete tool. Exiting.
Goodbye! (resume with: gptme --name gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-warmup)
[gripprobe] process_finished_at=2026-05-02T13:14:43+00:00 exit_code=0
[gripprobe] process_started_at=2026-05-02T13:14:23+00:00 [gripprobe] process_finished_at=2026-05-02T13:14:43+00:00 exit_code=0
[gripprobe] process_started_at=2026-05-02T13:14:43+00:00
[13:14:44] Created config file at /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/runtime/gptme/measured/home/.config/gptme/config.toml
[13:14:45] WARNING Skipping all confirmation prompts. cli.py:265
[13:14:45] Using model: local/cryptidbleh/gemma4-claude-opus-4.6:latest
Using logdir:
/work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/runtime/gptme/measured/state/gptme-logs/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-measured
Using workspace: /work/results/runs/20260502T131206Z/cases/gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file/workspace
Skipped 2 hidden system messages, show with --show-hidden
--- ^^^ past messages ^^^ ---
User:
Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')".
Do not retry on error.
If the command fails, reply only with FAIL.
If the command succeeds, reply only with DONE.
Assistant: Thinking...
Assistant:
<think>
<think>
The user wants me to execute a specific Python command using the `shell` tool.
The command is: `python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK[/dim][/dim]n')"`
I need to execute this command and reply only with "DONE" if it succeeds, or "FAIL" if it fails.
I will use the `shell` tool.
</think>
</think>
@shell(call_p891whvp): {"command":"python3 -c \"from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\\\n')\""}
Preview
python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')"
System:
Ran command: `python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')"`
No output
Assistant: Thinking...
[13:14:52] ERROR exception during auto-name auto_naming.py:100
Traceback (most recent call last):
File "/opt/venvs/gptme/lib/python3.12/site-packages/gptme/util/auto_naming.py", line 97, in _generate_llm_name
summary_model_name = get_summary_model(current_model.provider)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venvs/gptme/lib/python3.12/site-packages/gptme/llm/models.py", line 576, in get_summary_model
raise ValueError(f"Provider {provider} did not have a summary model")
ValueError: Provider local did not have a summary model
Assistant:
DONE
[13:14:53] INFO Auto-reply: Assistant message had no tools. Asking for confirmation... complete.py:138
[13:14:53] [Loop control] <system>No tool call detected in last message. Did you mean to finish? If so, make sure you are comp...
User: <system>No tool call detected in last message. Did you mean to finish? If so, make sure you are completely done and then use the `complete` tool to end the session.</system>
Assistant: Thinking...
[13:14:58] INFO Reasoning content: Thinking Process: llm_openai.py:321
1. **Analyze the Request:** The user wants me to generate a concise, 2-4 word title for the provided conversation.
2. **Analyze the Conversation Content:**
* User instruction: "Use the shell tool. Run exactly this command: python3 -c "from pathlib import Path; Path('python-output.txt').write_text('PYTHON_OK\\n')". Do not retry on error. If the command fails, reply only with ..."
* Assistant response: `<think> The user wants me to execute a specific Python command using the shell tool. The command is: ... I n...`
3. **Identify the Main Topic:** The core of the conversation is executing a specific command via a shell tool. It is a command execution request.
4. **Draft Potential Titles (2-4 words):**
* Shell command execution
* Running python command
* Executing shell command
* Command execution request
5. **Select the Best/Most Concise Title:** "Shell command execution" or "Command execution" are accurate and concise.
6. **Final Output Generation:** (Ensure only the title is outputted.)
INFO Auto-generated conversation name: Shell command execution chat.py:332
Assistant:
<think>
<think>
The user has provided a message indicating that no tool call was detected in the last message and suggesting I use the `complete` tool.
This implies the previous task is finished.
I should use the `complete` tool to signal the end of the session.
</think>
</think>
@complete(call_m8cuwxge): {}
System: Task complete. Autonomous session finished.
[13:15:00] INFO Complete tool call detected, stopping session immediately complete.py:80
INFO Hook 'complete.complete' signaled session completion __init__.py:360
[13:15:00] Autonomous mode: Session completed via complete tool. Exiting.
Goodbye! (resume with: gptme --name gptme__local_cryptidbleh_gemma4_claude_opus_4_6_latest__ollama__tool__python_file-measured)
[gripprobe] process_finished_at=2026-05-02T13:15:00+00:00 exit_code=0
[gripprobe] process_started_at=2026-05-02T13:14:43+00:00 [gripprobe] process_finished_at=2026-05-02T13:15:00+00:00 exit_code=0
# Modelfile generated by "ollama show"
# To build a new Modelfile based on this, replace FROM with:
# FROM cryptidbleh/gemma4-claude-opus-4.6:latest
FROM /usr/share/ollama/.ollama/models/blobs/sha256-5eda4e4d50e51a341a55b589273be150639cc5684a3472db0e4699fb0f5a3820
TEMPLATE {{ .Prompt }}
SYSTEM "
you are gemma4 e2b (2 billion effective parameters), distilled from Claude Opus 4.6.
You are a master software engineer. When coding provide concise, production-ready code.
"
RENDERER gemma4
PARSER gemma4
PARAMETER num_batch 2048
PARAMETER num_ctx 131072
PARAMETER num_gpu 99
PARAMETER stop <turn|>