/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique.
  parser = self.make_parser(ctx)
/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique.
  self.parse_args(ctx, args)
Using UID: 1000, GID: 1000
Forwarding environment variable OPENROUTER_API_KEY to container
Mounting local directory /home/llmeval/llmeval/runs/run_20260110_150042/task12_need_reply/openrouter-anthropic-claude-haiku-4.5/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: 4dffec73
Image: opencode
Executing command and waiting for completion...
Container will exit after command completes.
Command logs:
Initializing opencode v1.0.0
Setting up user 'cubbi' with UID: 1000, GID: 1000
Setting up standard directories
Created directory: /app
Created directory: /cubbi-config
Created directory: /cubbi-config/home
Creating /home/cubbi as symlink to /cubbi-config/home
Created directory: /cubbi-config/home/.local
Copied /root/.local/bin to user directory
Running opencode-specific initialization
Added litellm custom provider with 151 models to OpenCode configuration
Added openrouter standard provider with 349 models to OpenCode configuration
Set default model to openrouter/anthropic/claude-haiku-4.5
Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers
No MCP servers to integrate
--- Executing initial command ---
Executing user command:
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

Executing as cubbi: sh -c
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

--- TASK BEGIN ---
# Need Reply Classification Task

You are an AI assistant helping a user manage their conversations. Your task is to analyze conversation threads and determine if they require a response from the user.

## User Context

- **User ID**: 4
- **User Name**: Mathieu Virbel
- **Team Membership**: reflector team

## Task

For each conversation file in this directory (`convXXX.json`) in the current directory, analyze the conversation and create a corresponding classification file.

### Input Format

Each `convN.json` file contains a conversation with:
- `id`: Unique conversation identifier
- `contact_ids`: List of participant contact IDs
- `title`: Conversation title
- `recent_messages`: Array of messages, each with:
  - `content`: Message text (may contain @mentions in Zulip format like `@**Name**` or `@*group*`)
  - `sender_contact_id`: ID of the message sender
  - `timestamp`: Unix timestamp

### Output Format

For each `convN.json`, create a `convN_classification.json` file with:
```json
{
  "need_reply": true/false,
  "reason": "Brief explanation of why the user does or doesn't need to reply"
}
```

### Classification Rules

The user needs to reply (`need_reply: true`) if ANY of these conditions are met:
1. The user is directly mentioned
2. A team the user belongs to is mentioned
3. The last message(s) are from someone else and appear to be directed at or waiting for the user (e.g., questions in an active exchange with the user)

The user does NOT need to reply (`need_reply: false`) if:
1. The user sent the last message(s) and the conversation appears concluded
2. The conversation doesn't involve or mention the user
3. No action or response is expected from the user

### Important Notes

- Messages are ordered by timestamp (most recent first in the array)
- Look at the conversation flow to understand if someone is waiting for a response
- Consider the context of the full conversation, not just individual messages

PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user.
--- TASK END ---
INFO  2026-01-10T15:06:35 +489ms service=default version=1.0.212 args=["run","--print-logs"] opencode
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ERROR 2026-01-10T15:06:35 +4ms service=storage index=0 failed to run migration
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INFO  2026-01-10T15:06:35 +20ms service=default directory=/app/input bootstrapping
INFO  2026-01-10T15:06:35 +7ms service=config path=/home/cubbi/.config/opencode/config.json loading
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INFO  2026-01-10T15:06:35 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-01-10T15:06:35 +5ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2026-01-10T15:06:35 +378ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.0.212

3 packages installed [359.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-01-10T15:06:35 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running
INFO  2026-01-10T15:06:35 +27ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [3.00ms]
 stderr= done
INFO  2026-01-10T15:06:35 +12ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin
INFO  2026-01-10T15:06:35 +4ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution
INFO  2026-01-10T15:06:35 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-10T15:06:35 +94ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-copilot-auth@0.0.9

1 package installed [87.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2026-01-10T15:06:35 +3ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin
INFO  2026-01-10T15:06:35 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution
INFO  2026-01-10T15:06:35 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-10T15:06:36 +553ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

+ opencode-copilot-auth@0.0.9

installed opencode-anthropic-auth@0.0.5

14 packages installed [536.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
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I'll help you analyze the conversation files and create classification files. Let me start by exploring the current directory to see what conversation files are available.

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|  Bash     List all conversation files in the current directory

-rw-rw-r-- 1 cubbi cubbi  9914 Dec 16 22:37 conv1.json
-rw-rw-r-- 1 cubbi cubbi  2337 Dec 16 22:37 conv2.json
-rw-rw-r-- 1 cubbi cubbi  7706 Dec 16 22:37 conv3.json
-rw-rw-r-- 1 cubbi cubbi   877 Dec 16 22:37 conv4.json
-rw-rw-r-- 1 cubbi cubbi 11913 Dec 16 22:37 conv5.json

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ERROR 2026-01-10T15:06:40 +44ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:40 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:40 +311ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:40 +3ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:06:40 +10ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:40 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:40 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:40 +2ms service=bus type=message.updated publishing

Now let me create a todo list to track the analysis of all conversations:

|  Todo     5 todos
INFO  2026-01-10T15:06:40 +28ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:40 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:40 +0ms service=session.prompt step=2 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:40 +9ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:40 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=true agent=title stream
INFO  2026-01-10T15:06:40 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params
INFO  2026-01-10T15:06:40 +3ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:40 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:40 +3ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:40 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:40 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:40 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:06:40 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:06:40 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:06:40 +1ms service=session.prompt status=completed duration=3 resolveTools
INFO  2026-01-10T15:06:40 +17ms service=session.processor process
INFO  2026-01-10T15:06:40 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:40 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:40 +3ms service=bus type=session.status publishing
ERROR 2026-01-10T15:06:41 +913ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:41 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:42 +345ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +40ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +72ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +258ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +5ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-01-10T15:06:42 +1ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv1.json read
INFO  2026-01-10T15:06:42 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv1.json
INFO  2026-01-10T15:06:42 +71ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:42 +61ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +5ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-01-10T15:06:42 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv2.json read
INFO  2026-01-10T15:06:42 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv2.json
INFO  2026-01-10T15:06:42 +96ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +3ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-01-10T15:06:42 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv3.json read
INFO  2026-01-10T15:06:42 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +4ms service=bus type=message.part.updated publishing
|  Read     app/input/conv3.json
INFO  2026-01-10T15:06:42 +120ms service=session.summary title=Conversation reply classification title
INFO  2026-01-10T15:06:42 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:42 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +1ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-01-10T15:06:42 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv4.json read
INFO  2026-01-10T15:06:42 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:42 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv4.json
INFO  2026-01-10T15:06:43 +161ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:43 +2ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-01-10T15:06:43 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv5.json read
INFO  2026-01-10T15:06:43 +5ms service=bus type=message.part.updated publishing
|  Read     app/input/conv5.json
INFO  2026-01-10T15:06:43 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:43 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:43 +1ms service=bus type=message.updated publishing

Now let me read all the conversation files:

ERROR 2026-01-10T15:06:43 +14ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:43 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:43 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:43 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:43 +0ms service=session.prompt step=3 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:43 +14ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:43 +2ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:43 +1ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:43 +3ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:43 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:43 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:06:43 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:06:43 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:06:43 +6ms service=session.prompt status=completed duration=8 resolveTools
INFO  2026-01-10T15:06:43 +4ms service=session.processor process
INFO  2026-01-10T15:06:43 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:43 +5ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:43 +3ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:43 +84ms service=session.summary title=Classifying reply requirements title
INFO  2026-01-10T15:06:43 +1ms service=bus type=message.updated publishing
ERROR 2026-01-10T15:06:44 +875ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:44 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:44 +552ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:44 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:45 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:45 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:45 +5ms service=session.summary title=Classifying conversation replies title
INFO  2026-01-10T15:06:45 +0ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:45 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:45 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:45 +140ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:45 +533ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:45 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:46 +469ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:06:46 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:46 +2ms service=bus type=message.part.updated publishing
|  Todo     5 todos
INFO  2026-01-10T15:06:46 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:46 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:46 +0ms service=bus type=message.updated publishing

Now I'll analyze each conversation and create the classification files. Let me mark the first task as in_progress and start:

INFO  2026-01-10T15:06:46 +3ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:46 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:46 +0ms service=session.prompt step=4 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:46 +17ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:46 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:46 +1ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:46 +10ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:46 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:46 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:46 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:46 +1ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-10T15:06:46 +1ms service=tool.registry status=completed duration=2 read
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=3 bash
INFO  2026-01-10T15:06:46 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-01-10T15:06:46 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-10T15:06:46 +2ms service=session.prompt status=completed duration=6 resolveTools
INFO  2026-01-10T15:06:46 +10ms service=session.processor process
INFO  2026-01-10T15:06:46 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:46 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:46 +4ms service=bus type=session.status publishing
ERROR 2026-01-10T15:06:47 +909ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:47 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:47 +348ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:47 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +123ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:48 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:48 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:48 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:48 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +29ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:49 +10ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:49 +1ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:49 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +72ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:49 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +79ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +10ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +38ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +67ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +17ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:50 +5ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:50 +1ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:50 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:50 +89ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:51 +862ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:51 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:51 +226ms service=bus type=file.edited publishing
INFO  2026-01-10T15:06:51 +1ms service=format file=/app/input/conv1_classification.json formatting
INFO  2026-01-10T15:06:51 +1ms service=format name=zig ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-10T15:06:51 +1ms service=format name=ruff ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=air ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-10T15:06:51 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:51 +5ms service=format name=oxfmt ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=mix ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=dart ext=.json checking
INFO  2026-01-10T15:06:51 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-10T15:06:51 +1ms service=format name=biome ext=.json checking
INFO  2026-01-10T15:06:51 +5ms service=bus type=message.part.updated publishing

**conv1.json Analysis:**
- Title: "ExternalAI - LLM hosting economics"
- Most recent message (ID 1648095, timestamp 1765392884): from sender_contact_id "15", quoting Mathieu (4) and responding to his earlier message about a lovable app
- The user (ID 4 - Mathieu) sent message ID 1643055 earlier in the thread (timestamp 1764695788): "https://www.reddit.com/r/LocalLLaMA/s/fDamPcAonp - could we be interested? If price can be negotiated?"
- The most recent message is NOT from the user and is NOT directed at the user
- The conversation appears to be an active technical discussion but the last message is a continuation of discussion between others

Classification: **need_reply: false** - The last message is from someone else and doesn't appear to be waiting for a response from Mathieu. The conversation is active but concluded for his participation.

INFO  2026-01-10T15:06:51 +1ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv1_classification.json read
INFO  2026-01-10T15:06:51 +0ms service=lsp file=/app/input/conv1_classification.json touching file
INFO  2026-01-10T15:06:51 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:51 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:51 +0ms service=bus type=message.updated publishing
|  Write    app/input/conv1_classification.json
INFO  2026-01-10T15:06:51 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:51 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:51 +0ms service=session.prompt step=5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:51 +14ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:51 +0ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:51 +1ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:51 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:51 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:51 +1ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:51 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 bash
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-10T15:06:51 +0ms service=tool.registry status=completed duration=0 task
INFO  2026-01-10T15:06:51 +2ms service=session.prompt status=completed duration=3 resolveTools
INFO  2026-01-10T15:06:51 +6ms service=session.processor process
INFO  2026-01-10T15:06:51 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:51 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:51 +3ms service=bus type=session.status publishing
ERROR 2026-01-10T15:06:52 +954ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:52 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:53 +355ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:53 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:54 +779ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:06:54 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:54 +6ms service=bus type=message.part.updated publishing
|  Todo     4 todos
INFO  2026-01-10T15:06:54 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:54 +0ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:54 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:54 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:54 +0ms service=session.prompt step=6 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:54 +15ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:54 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:54 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:54 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-10T15:06:54 +1ms service=tool.registry status=completed duration=1 write
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:06:54 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:06:54 +1ms service=session.prompt status=completed duration=3 resolveTools
INFO  2026-01-10T15:06:54 +3ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:54 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:54 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:54 +1ms service=session.processor process
INFO  2026-01-10T15:06:54 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:54 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:54 +4ms service=bus type=session.status publishing
ERROR 2026-01-10T15:06:54 +167ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:54 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:55 +1163ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +10ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +82ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:55 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +63ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +23ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:56 +58ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:56 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:56 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +270ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:56 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +28ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:57 +8ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:57 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:57 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:57 +75ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:06:58 +521ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:58 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:06:58 +315ms service=bus type=file.edited publishing
INFO  2026-01-10T15:06:58 +0ms service=format file=/app/input/conv2_classification.json formatting
INFO  2026-01-10T15:06:58 +0ms service=format name=zig ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=air ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-10T15:06:58 +1ms service=format name=oxfmt ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=mix ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=dart ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=format name=biome ext=.json checking
INFO  2026-01-10T15:06:58 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv2_classification.json read
INFO  2026-01-10T15:06:58 +0ms service=lsp file=/app/input/conv2_classification.json touching file
INFO  2026-01-10T15:06:58 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:58 +14ms service=bus type=message.part.updated publishing
|  Write    app/input/conv2_classification.json
INFO  2026-01-10T15:06:58 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:58 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:06:58 +1ms service=bus type=message.updated publishing

**conv2.json Analysis:**
- Title: "reflector - durable workflow"
- Only one message in recent_messages
- Message (ID 1649633, timestamp 1765816524): from sender_contact_id "17"
- Content mentions "@*reflectors*" (a team mention) and the message starts with "hey @*reflectors*"
- User context: User ID 4 (Mathieu), Team Membership: reflector team
- The message is directed at the reflectors team, which the user belongs to
- The sender is asking for thoughts and suggesting a separate call, implying a response/engagement is expected

Classification: **need_reply: true** - The message is directed at the reflectors team (which the user belongs to), presents a proposal, and asks for thoughts/feedback.

INFO  2026-01-10T15:06:58 +7ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:58 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:06:58 +0ms service=session.prompt step=7 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:06:58 +14ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:58 +2ms service=bus type=session.updated publishing
INFO  2026-01-10T15:06:58 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:06:58 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:06:58 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:06:58 +1ms service=tool.registry status=started bash
INFO  2026-01-10T15:06:58 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:06:58 +1ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:06:58 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-01-10T15:06:58 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-10T15:06:58 +2ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-10T15:06:58 +7ms service=session.processor process
INFO  2026-01-10T15:06:58 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:06:58 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:06:58 +7ms service=bus type=session.status publishing
ERROR 2026-01-10T15:06:59 +929ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:06:59 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:00 +426ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:00 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:01 +878ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:07:01 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:01 +8ms service=bus type=message.part.updated publishing
|  Todo     3 todos
INFO  2026-01-10T15:07:01 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:01 +0ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:01 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:01 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:01 +0ms service=session.prompt step=8 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:01 +11ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:01 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:01 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:01 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:07:01 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:07:01 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:07:01 +1ms service=session.prompt status=completed duration=3 resolveTools
INFO  2026-01-10T15:07:01 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:01 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:01 +1ms service=session.processor process
INFO  2026-01-10T15:07:01 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:01 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:01 +2ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:01 +76ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:01 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:02 +1137ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +15ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +42ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +7ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:02 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +26ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:03 +9ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:03 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:03 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +40ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +45ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:03 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +35ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:04 +14ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:04 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:04 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +67ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +60ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:04 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +38ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +24ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:05 +4ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:05 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:05 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:05 +86ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:06 +869ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:06 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:06 +177ms service=bus type=file.edited publishing
INFO  2026-01-10T15:07:06 +0ms service=format file=/app/input/conv3_classification.json formatting
INFO  2026-01-10T15:07:06 +0ms service=format name=zig ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-10T15:07:06 +1ms service=format name=terraform ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=air ext=.json checking
INFO  2026-01-10T15:07:06 +1ms service=format name=prettier ext=.json checking
INFO  2026-01-10T15:07:06 +3ms service=format name=oxfmt ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=mix ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=dart ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-10T15:07:06 +0ms service=format name=biome ext=.json checking
INFO  2026-01-10T15:07:06 +1ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv3_classification.json read
INFO  2026-01-10T15:07:06 +0ms service=lsp file=/app/input/conv3_classification.json touching file
INFO  2026-01-10T15:07:06 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:06 +10ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:06 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:06 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:06 +3ms service=bus type=message.updated publishing

**conv3.json Analysis:**
- Title: "InternalAI - PR"
- Most recent message (ID 1649755, timestamp 1765823884): from sender_contact_id "70" - "Or can I only do that locally?"
- Looking at the conversation flow:
  - Message ID 1649751 (from user 4 - Mathieu): "@**Nik** https://eval.monadical.io/" - answered a question
  - Message ID 1649750 (from user 70): "@**Mathieu** What's the website..." - asked Mathieu a question
  - After Mathieu answered, user 70 continues with follow-up questions
- The most recent messages from user 70 are follow-up questions to Mathieu's answer about the eval website
- These appear to be questions directed at or waiting for Mathieu's response

Classification: **need_reply: true** - The most recent messages are follow-up questions from someone asking Mathieu about how to use the website he just shared, indicating they are waiting for his clarification/response.

|  Write    app/input/conv3_classification.json
INFO  2026-01-10T15:07:06 +19ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:06 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:06 +0ms service=session.prompt step=9 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:06 +12ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:06 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:06 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:06 +1ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:06 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:06 +1ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:07:06 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:07:06 +3ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-10T15:07:06 +2ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:06 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:06 +3ms service=session.processor process
INFO  2026-01-10T15:07:06 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:06 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:06 +6ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:07 +929ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:07 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:08 +863ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:08 +368ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:07:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:08 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:08 +0ms service=bus type=message.updated publishing
|  Todo     2 todos
INFO  2026-01-10T15:07:08 +9ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:08 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:08 +0ms service=session.prompt step=10 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:08 +17ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:08 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:08 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:08 +1ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:07:08 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-10T15:07:08 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-10T15:07:08 +3ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:08 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:08 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:08 +1ms service=session.processor process
INFO  2026-01-10T15:07:08 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:08 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:08 +3ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:09 +587ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:09 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:10 +642ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +114ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:10 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +19ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:11 +8ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:11 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:11 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +59ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +129ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +217ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +7ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:11 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +70ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:12 +2ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:12 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:12 +745ms service=bus type=file.edited publishing
INFO  2026-01-10T15:07:12 +0ms service=format file=/app/input/conv4_classification.json formatting
INFO  2026-01-10T15:07:12 +1ms service=format name=zig ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-10T15:07:12 +1ms service=format name=shfmt ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=air ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-10T15:07:12 +1ms service=format name=oxfmt ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-10T15:07:12 +1ms service=format name=nixfmt ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=mix ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-10T15:07:12 +1ms service=format name=gleam ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=dart ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=format name=biome ext=.json checking
INFO  2026-01-10T15:07:12 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv4_classification.json read
INFO  2026-01-10T15:07:12 +1ms service=lsp file=/app/input/conv4_classification.json touching file
INFO  2026-01-10T15:07:12 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:12 +1ms service=bus type=message.updated publishing

**conv4.json Analysis:**
- This is an email, not a Zulip message
- Title: "Hey !"
- From contact_id: 363 (not the user, not Mathieu who is ID 4)
- To contact_ids: ["4"] (the user is the recipient)
- Content: "Hey Mathieu\n\nI have a business opportunities that we should absolutely talk about. Give me a call."
- The message is directly addressed to the user, asking them to take action (call back)
- No response has been sent yet (single message in the thread)

Classification: **need_reply: true** - This is a direct message to the user from an external contact requesting a callback regarding a business opportunity. Action is explicitly requested.

|  Write    app/input/conv4_classification.json
INFO  2026-01-10T15:07:12 +6ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:12 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:12 +0ms service=session.prompt step=11 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:12 +22ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:12 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:12 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:12 +1ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:12 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:12 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:12 +1ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:07:12 +1ms service=tool.registry status=completed duration=2 write
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=3 bash
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:07:12 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-10T15:07:12 +1ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-10T15:07:12 +2ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:12 +1ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:12 +6ms service=session.processor process
INFO  2026-01-10T15:07:12 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:12 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:12 +3ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:13 +926ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:13 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:14 +954ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:14 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:15 +549ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:07:15 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:15 +2ms service=bus type=message.part.updated publishing
|  Todo     1 todos
INFO  2026-01-10T15:07:15 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:15 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:15 +5ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:15 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:15 +0ms service=session.prompt step=12 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:15 +16ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:15 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:15 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:15 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:15 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:15 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:15 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:15 +1ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:07:15 +1ms service=tool.registry status=completed duration=2 edit
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=2 write
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=2 webfetch
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=2 todowrite
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=3 bash
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-10T15:07:15 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-10T15:07:15 +2ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-10T15:07:15 +2ms service=session.processor process
INFO  2026-01-10T15:07:15 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:15 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:15 +5ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:15 +394ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:15 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:17 +1355ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +62ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:17 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +25ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:18 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:18 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:18 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +33ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:19 +6ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:19 +1ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:19 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +59ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:19 +68ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:20 +438ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:20 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:20 +406ms service=bus type=file.edited publishing
INFO  2026-01-10T15:07:20 +0ms service=format file=/app/input/conv5_classification.json formatting
INFO  2026-01-10T15:07:20 +0ms service=format name=zig ext=.json checking
INFO  2026-01-10T15:07:20 +1ms service=format name=uv format ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=air ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-10T15:07:20 +3ms service=format name=oxfmt ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=mix ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=dart ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=format name=biome ext=.json checking
INFO  2026-01-10T15:07:20 +0ms service=file.time sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb file=/app/input/conv5_classification.json read
INFO  2026-01-10T15:07:20 +1ms service=lsp file=/app/input/conv5_classification.json touching file
INFO  2026-01-10T15:07:20 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:20 +9ms service=bus type=message.part.updated publishing
|  Write    app/input/conv5_classification.json
INFO  2026-01-10T15:07:20 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:20 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:20 +1ms service=bus type=message.updated publishing

**conv5.json Analysis:**
- Title: "social - day off"
- This is a public stream for people announcing their time off
- contact_ids include many team members but NOT user ID 4 (Mathieu) - the list is ["19", "11", "8", "18", "22", "2", "20", "360", "7", "27", "14"]
- Most recent message (ID 1649564, timestamp 1765810763): from sender_contact_id "22" - "I'll be taking December 25,26 and 31, also January 1 and 2 off"
- Looking through all messages: None of them are from the user (ID 4) and none are directed at the user
- This is an informational thread where team members post their vacation schedules
- The user is not even listed as a contact in this conversation

Classification: **need_reply: false** - This is an informational thread about team members' time off. The user is not a participant in this conversation and no response is expected.

INFO  2026-01-10T15:07:20 +2ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:20 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:20 +0ms service=session.prompt step=13 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:20 +23ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:20 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:20 +1ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:20 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:20 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:20 +1ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:20 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started read
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:20 +1ms service=tool.registry status=started write
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started task
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-10T15:07:20 +0ms service=tool.registry status=completed duration=0 task
INFO  2026-01-10T15:07:20 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-10T15:07:20 +4ms service=session.processor process
INFO  2026-01-10T15:07:20 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:20 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:20 +5ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:21 +931ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:21 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:22 +948ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:22 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:22 +264ms service=bus type=todo.updated publishing
INFO  2026-01-10T15:07:22 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:22 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:22 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:22 +1ms service=bus type=message.updated publishing
|  Todo     0 todos
INFO  2026-01-10T15:07:22 +14ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:22 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:22 +0ms service=session.prompt step=14 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:22 +33ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:22 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=started invalid
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started bash
INFO  2026-01-10T15:07:22 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=started read
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=started glob
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started grep
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started edit
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started write
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=started task
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started webfetch
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started todowrite
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started todoread
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=started skill
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=4 invalid
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=2 read
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=2 grep
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=2 edit
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=2 write
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=5 bash
INFO  2026-01-10T15:07:22 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-01-10T15:07:22 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-10T15:07:22 +5ms service=session.prompt status=completed duration=12 resolveTools
INFO  2026-01-10T15:07:22 +10ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:22 +2ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:22 +2ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:22 +2ms service=session.processor process
INFO  2026-01-10T15:07:22 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build stream
INFO  2026-01-10T15:07:22 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb small=false agent=build params={"options":{}} params
INFO  2026-01-10T15:07:22 +6ms service=bus type=session.status publishing
ERROR 2026-01-10T15:07:23 +646ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:23 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:24 +1106ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +60ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:24 +38ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +19ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:25 +25ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:25 +1ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:25 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +49ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:25 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +57ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +40ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +42ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +9ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +52ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +34ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +21ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +42ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +22ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:26 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:26 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:26 +38ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +15ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:26 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +14ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +16ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +20ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +42ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +26ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +29ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +27ms service=bus type=message.part.updated publishing
ERROR 2026-01-10T15:07:27 +9ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-10T15:07:27 +0ms service=default e=NotFoundError rejection
INFO  2026-01-10T15:07:27 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +18ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-10T15:07:27 +0ms service=bus type=message.updated publishing

Perfect! I've completed the analysis of all 5 conversation files. Here's a summary of the classifications:

## Summary of Classifications

| Conversation | Title | Need Reply | Reason |
|---|---|---|---|
| **conv1** | ExternalAI - LLM hosting economics | **No** | User sent a message earlier but the most recent message is from someone else discussing technical details with other participants. No direct mention or question requiring a response. |
| **conv2** | reflector - durable workflow | **Yes** | Message is directed at the reflectors team (which the user belongs to) with a proposal requesting thoughts and feedback. Team mention indicates engagement expected. |
| **conv3** | InternalAI - PR | **Yes** | Follow-up questions are being asked about the eval website link the user recently shared. These questions are waiting for clarification from the user. |
| **conv4** | Hey ! | **Yes** | Direct email from external contact explicitly asking the user to call back regarding a business opportunity. Requires action. |
| **conv5** | social - day off | **No** | Informational thread about team members' vacation schedules. User is not listed as a participant and no response is required. |

All classification files have been created:
- `conv1_classification.json` ���
- `conv2_classification.json` ���
- `conv3_classification.json` ���
- `conv4_classification.json` ���
- `conv5_classification.json` ���

INFO  2026-01-10T15:07:27 +9ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:27 +0ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:27 +0ms service=session.prompt step=15 sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb loop
INFO  2026-01-10T15:07:27 +28ms service=session.prompt sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb exiting loop
INFO  2026-01-10T15:07:27 +1ms service=session.compaction pruning
INFO  2026-01-10T15:07:27 +1ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:27 +0ms service=bus type=message.updated publishing
INFO  2026-01-10T15:07:27 +1ms service=bus type=session.updated publishing
INFO  2026-01-10T15:07:27 +0ms service=bus type=session.diff publishing
INFO  2026-01-10T15:07:27 +0ms service=session.prompt sessionID=ses_4578e1659ffeDvBMCwi0JAxKRb cancel
INFO  2026-01-10T15:07:27 +1ms service=bus type=session.status publishing
INFO  2026-01-10T15:07:27 +0ms service=bus type=session.idle publishing
INFO  2026-01-10T15:07:27 +3ms service=default directory=/app/input disposing instance
INFO  2026-01-10T15:07:27 +0ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-01-10T15:07:27 +2ms service=state key=/app/input state disposal completed
--- Initial command finished (exit code: 0) ---
--- no_shell=true, exiting container without starting shell ---
Command execution complete. Container has exited.
Session has been cleaned up.