/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_20260113_150130/task12_need_reply/openrouter-anthropic-claude-opus-4.5/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: b737af14
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 149 models to OpenCode configuration
Added openrouter standard provider with 348 models to OpenCode configuration
Set default model to openrouter/anthropic/claude-opus-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  2026-01-13T15:14:04 +557ms service=default version=1.1.17 args=["run","--print-logs"] opencode
INFO  2026-01-13T15:14:04 +3ms service=default directory=/app/input creating instance
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ERROR 2026-01-13T15:14:04 +2ms service=storage index=0 failed to run migration
INFO  2026-01-13T15:14:04 +0ms service=storage index=1 running migration
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INFO  2026-01-13T15:14:04 +10ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-01-13T15:14:04 +35ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-01-13T15:14:04 +3ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-01-13T15:14:04 +4ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.17","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2026-01-13T15:14:05 +517ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.17

3 packages installed [501.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-01-13T15:14:05 +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  2026-01-13T15:14:05 +12ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [3.00ms]
 stderr= done
INFO  2026-01-13T15:14:05 +12ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-01-13T15:14:05 +1ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin
INFO  2026-01-13T15:14:05 +2ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution
INFO  2026-01-13T15:14:05 +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@0.0.12"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-13T15:14:05 +108ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-copilot-auth@0.0.12

1 package installed [99.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2026-01-13T15:14:05 +4ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin
INFO  2026-01-13T15:14:05 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution
INFO  2026-01-13T15:14:05 +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@0.0.8"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-13T15:14:05 +578ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

+ opencode-copilot-auth@0.0.12

installed opencode-anthropic-auth@0.0.8

14 packages installed [569.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
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INFO  2026-01-13T15:14:06 +3ms service=bus type=command.executed subscribing
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INFO  2026-01-13T15:14:06 +4ms service=session id=ses_448142595ffeIuGc78DlOODbKk version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-13T15:14:06.058Z time={"created":1768317246058,"updated":1768317246058} created
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INFO  2026-01-13T15:14:06 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
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INFO  2026-01-13T15:14:09 +0ms service=permission permission=glob pattern=conv*.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
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|  Glob     app/input
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INFO  2026-01-13T15:14:09 +0ms service=tool.registry status=completed duration=3 skill
INFO  2026-01-13T15:14:09 +1ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:09 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:09 +0ms service=tool.registry status=completed duration=5 task
INFO  2026-01-13T15:14:09 +9ms service=session.prompt status=completed duration=17 resolveTools
INFO  2026-01-13T15:14:09 +13ms service=session.processor process
INFO  2026-01-13T15:14:09 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_448142595ffeIuGc78DlOODbKk small=false agent=build stream
INFO  2026-01-13T15:14:09 +10ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:10 +1727ms service=session.summary title=Conversation reply classification title
INFO  2026-01-13T15:14:10 +1ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:11 +543ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:11 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:11 +447ms service=permission permission=read pattern=/app/input/conv1.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:11 +1ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:11 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:11 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:11 +4ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-01-13T15:14:11 +4ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv1.json read
INFO  2026-01-13T15:14:11 +3ms service=bus type=message.part.updated publishing
|  Read     app/input/conv1.json
INFO  2026-01-13T15:14:12 +196ms service=permission permission=read pattern=/app/input/conv2.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:12 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +8ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-01-13T15:14:12 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv2.json read
INFO  2026-01-13T15:14:12 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +2ms service=bus type=message.part.updated publishing
|  Read     app/input/conv2.json
INFO  2026-01-13T15:14:12 +285ms service=permission permission=read pattern=/app/input/conv3.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +1ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:12 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +12ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-01-13T15:14:12 +0ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv3.json read
INFO  2026-01-13T15:14:12 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv3.json
INFO  2026-01-13T15:14:12 +194ms service=permission permission=read pattern=/app/input/conv4.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:12 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +13ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-01-13T15:14:12 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv4.json read
INFO  2026-01-13T15:14:12 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv4.json
INFO  2026-01-13T15:14:12 +294ms service=permission permission=read pattern=/app/input/conv5.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +1ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:12 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +17ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-01-13T15:14:12 +0ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv5.json read
INFO  2026-01-13T15:14:12 +27ms service=bus type=message.part.updated publishing
|  Read     app/input/conv5.json
INFO  2026-01-13T15:14:12 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:12 +2ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:12 +15ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:12 +1ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:12 +0ms service=session.prompt step=2 sessionID=ses_448142595ffeIuGc78DlOODbKk loop
INFO  2026-01-13T15:14:12 +19ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:12 +7ms service=bus type=session.updated publishing
INFO  2026-01-13T15:14:12 +1ms service=bus type=session.diff publishing
INFO  2026-01-13T15:14:12 +8ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:12 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-13T15:14:12 +1ms service=tool.registry status=started invalid
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started question
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started bash
INFO  2026-01-13T15:14:12 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-13T15:14:12 +1ms service=tool.registry status=started read
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started glob
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started grep
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started edit
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started write
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started task
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started webfetch
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started todowrite
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started todoread
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=started skill
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-13T15:14:12 +1ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-13T15:14:12 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:12 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-13T15:14:12 +3ms service=session.prompt status=completed duration=7 resolveTools
INFO  2026-01-13T15:14:13 +19ms service=session.processor process
INFO  2026-01-13T15:14:13 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_448142595ffeIuGc78DlOODbKk small=false agent=build stream
INFO  2026-01-13T15:14:13 +7ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:13 +584ms service=bus type=session.updated publishing
INFO  2026-01-13T15:14:14 +712ms service=session.summary title=Reply classification task title
INFO  2026-01-13T15:14:14 +0ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:15 +1522ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:15 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:15 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:15 +73ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:15 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +74ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +81ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +76ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +74ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +73ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +85ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +66ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:16 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +72ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +84ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +78ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +72ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +10ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +81ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:17 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +76ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +72ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +105ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +44ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +70ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +80ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +74ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +62ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +78ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +83ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:18 +65ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +91ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +77ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +106ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +76ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +83ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +63ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +119ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:19 +73ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +62ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +58ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +79ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +70ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:20 +3ms service=bus type=message.part.updated publishing
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INFO  2026-01-13T15:14:34 +2383ms service=permission permission=edit pattern=app/input/conv1_classification.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:34 +2ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-13T15:14:34 +0ms service=bus type=file.edited publishing
INFO  2026-01-13T15:14:34 +1ms service=format file=/app/input/conv1_classification.json formatting
INFO  2026-01-13T15:14:34 +2ms service=format name=zig ext=.json checking
INFO  2026-01-13T15:14:34 +1ms service=format name=uv format ext=.json checking
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INFO  2026-01-13T15:14:34 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-13T15:14:34 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:34 +8ms service=format name=oxfmt ext=.json checking
INFO  2026-01-13T15:14:34 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-13T15:14:34 +0ms service=format name=nixfmt ext=.json checking
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INFO  2026-01-13T15:14:34 +0ms service=format name=gofmt ext=.json checking
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INFO  2026-01-13T15:14:34 +0ms service=format name=dart ext=.json checking
INFO  2026-01-13T15:14:34 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-13T15:14:34 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-13T15:14:34 +0ms service=format name=biome ext=.json checking
INFO  2026-01-13T15:14:34 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:34 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv1_classification.json read
INFO  2026-01-13T15:14:34 +0ms service=lsp file=/app/input/conv1_classification.json touching file
INFO  2026-01-13T15:14:34 +4ms service=bus type=message.part.updated publishing
|  Write    app/input/conv1_classification.json
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INFO  2026-01-13T15:14:34 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv2_classification.json read
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INFO  2026-01-13T15:14:36 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv3_classification.json read
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|  Write    app/input/conv3_classification.json
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INFO  2026-01-13T15:14:37 +1ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv4_classification.json read
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|  Write    app/input/conv4_classification.json
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INFO  2026-01-13T15:14:39 +0ms service=file.time sessionID=ses_448142595ffeIuGc78DlOODbKk file=/app/input/conv5_classification.json read
INFO  2026-01-13T15:14:39 +0ms service=lsp file=/app/input/conv5_classification.json touching file
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|  Write    app/input/conv5_classification.json
INFO  2026-01-13T15:14:39 +29ms service=bus type=message.part.updated publishing

Now I'll analyze each conversation and create the classification files.

**Analysis:**

1. **conv1.json** (LLM hosting economics):
   - User ID 4 (Mathieu) is a participant
   - Last message (most recent, id 1648095) is from sender 15, quoting Mathieu and saying they tried something Mathieu suggested (lovable app) but it couldn't do it
   - Second to last message (id 1643144) from sender 16 says "I replied @**Mathieu**" - directly mentioning the user
   - Mathieu sent a message (id 1643055) but after that someone replied to him
   - The user was directly mentioned and the conversation flow suggests someone replied to Mathieu
   - **Need reply: true** - Mathieu was directly mentioned in recent messages

2. **conv2.json** (durable workflow):
   - User ID 4 (Mathieu) is a participant (contact_ids includes "4")
   - The message mentions `@*reflectors*` - this is a group/team mention
   - User is part of "reflector team" as per user context
   - The sender (17) is asking for feedback "What do you think?" and proposes a call
   - **Need reply: true** - User's team (reflectors) is mentioned, and there's a question asking for feedback

3. **conv3.json** (PR channel):
   - User ID 4 (Mathieu) is a participant
   - Looking at recent messages in order (most recent first):
     - id 1649755: sender 70 asks "Or can I only do that locally?"
     - id 1649754: sender 70 asks "How can I do that?"
     - id 1649753: sender 70 says they want to see model performance
     - id 1649751: sender 4 (Mathieu) replies with a URL to Nik
     - id 1649750: sender 70 (Nik) asks "@**Mathieu**" about website
   - So the flow is: Nik asked Mathieu, Mathieu replied with URL, then Nik asked follow-up questions
   - The last messages are questions from Nik (70) about how to do something, likely directed at Mathieu who just answered
   - **Need reply: true** - Nik asked follow-up questions after Mathieu's response

4. **conv4.json** (Email - "Hey!"):
   - This is an email from contact 363 to contact 4 (Mathieu)
   - The email asks Mathieu to give them a call about a business opportunity
   - This is directly addressed to Mathieu and requests action
   - **Need reply: true** - Email directly to the user requesting a call

5. **conv5.json** (day off):
   - User ID 4 (Mathieu) is NOT in the contact_ids list
   - The conversation is people posting about their days off
   - No mentions of Mathieu or his teams
   - General informational channel
   - **Need reply: false** - User is not mentioned and not involved in this conversation

INFO  2026-01-13T15:14:39 +3ms service=bus type=message.part.updated publishing
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INFO  2026-01-13T15:14:39 +1ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:39 +0ms service=session.prompt step=3 sessionID=ses_448142595ffeIuGc78DlOODbKk loop
INFO  2026-01-13T15:14:39 +6ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:39 +1ms service=bus type=session.updated publishing
INFO  2026-01-13T15:14:39 +0ms service=bus type=session.diff publishing
INFO  2026-01-13T15:14:39 +15ms service=bus type=message.updated publishing
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INFO  2026-01-13T15:14:39 +1ms service=tool.registry status=started invalid
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started question
INFO  2026-01-13T15:14:39 +1ms service=tool.registry status=started bash
INFO  2026-01-13T15:14:39 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started read
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started glob
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started grep
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started edit
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started write
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started task
INFO  2026-01-13T15:14:39 +4ms service=tool.registry status=started webfetch
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started todowrite
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INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=started skill
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=6 invalid
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=6 question
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=4 read
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INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=4 edit
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=4 write
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=6 bash
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-13T15:14:39 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:39 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-13T15:14:39 +0ms service=tool.registry status=completed duration=5 task
INFO  2026-01-13T15:14:39 +6ms service=session.prompt status=completed duration=14 resolveTools
INFO  2026-01-13T15:14:39 +9ms service=session.processor process
INFO  2026-01-13T15:14:39 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_448142595ffeIuGc78DlOODbKk small=false agent=build stream
INFO  2026-01-13T15:14:39 +8ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:41 +2710ms service=bus type=message.part.updated publishing
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INFO  2026-01-13T15:14:42 +63ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +79ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +66ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +74ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +78ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +78ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +82ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:42 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +64ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +76ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +152ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +82ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +140ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +44ms service=bus type=message.part.updated publishing

I've analyzed all 5 conversations and created the corresponding classification files. Here's a summary:

| File | Need Reply | Reason |
|------|------------|--------|
| conv1 | true | User was directly mentioned ("I replied @Mathieu") |
| conv2 | true | User's team (@*reflectors*) was mentioned with request for feedback |
| conv3 | true | Follow-up questions from Nik after user's response |
| conv4 | true | Email directly to user requesting a call |
| conv5 | false | User not involved, general day-off announcement channel |

INFO  2026-01-13T15:14:43 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-13T15:14:43 +1ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:43 +3ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:43 +0ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:43 +0ms service=session.prompt step=4 sessionID=ses_448142595ffeIuGc78DlOODbKk loop
INFO  2026-01-13T15:14:43 +16ms service=bus type=message.updated publishing
INFO  2026-01-13T15:14:43 +1ms service=session.prompt sessionID=ses_448142595ffeIuGc78DlOODbKk exiting loop
INFO  2026-01-13T15:14:43 +1ms service=session.compaction pruning
INFO  2026-01-13T15:14:43 +1ms service=bus type=session.updated publishing
INFO  2026-01-13T15:14:43 +1ms service=bus type=session.diff publishing
INFO  2026-01-13T15:14:43 +9ms service=session.prompt sessionID=ses_448142595ffeIuGc78DlOODbKk cancel
INFO  2026-01-13T15:14:43 +0ms service=bus type=session.status publishing
INFO  2026-01-13T15:14:43 +0ms service=bus type=session.idle publishing
INFO  2026-01-13T15:14:43 +1ms service=default directory=/app/input disposing instance
INFO  2026-01-13T15:14:43 +1ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-01-13T15:14:43 +1ms 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.