/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_20260114_150051/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: b3a3b0b8
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 158 models to OpenCode configuration
Added openrouter standard provider with 347 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  2026-01-14T15:13:50 +840ms service=default version=1.1.17 args=["run","--print-logs"] opencode
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ERROR 2026-01-14T15:13:50 +6ms service=storage index=0 failed to run migration
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INFO  2026-01-14T15:13:50 +10ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-01-14T15:13:50 +85ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-01-14T15:13:50 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-01-14T15:13:50 +11ms 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  2026-01-14T15:13:51 +518ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.17

3 packages installed [503.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-01-14T15:13:51 +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  2026-01-14T15:13:51 +14ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [4.00ms]
 stderr= done
INFO  2026-01-14T15:13:51 +14ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-01-14T15:13:51 +0ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin
INFO  2026-01-14T15:13:51 +2ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution
INFO  2026-01-14T15:13:51 +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  2026-01-14T15:13:51 +186ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-copilot-auth@0.0.12

1 package installed [171.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2026-01-14T15:13:51 +5ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin
INFO  2026-01-14T15:13:51 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution
INFO  2026-01-14T15:13:51 +3ms 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  2026-01-14T15:13:52 +556ms 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 [536.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
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INFO  2026-01-14T15:13:52 +8ms service=session id=ses_442edff65ffesIjcWCECLAxwFW version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-14T15:13:52.282Z time={"created":1768403632282,"updated":1768403632282} created
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INFO  2026-01-14T15:13:52 +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  2026-01-14T15:13:57 +1ms 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  2026-01-14T15:13:57 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-14T15:13:57 +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  2026-01-14T15:13:57 +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
INFO  2026-01-14T15:13:57 +1ms service=tool.registry status=completed duration=2 task
INFO  2026-01-14T15:13:57 +2ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-14T15:13:57 +16ms service=session.processor process
INFO  2026-01-14T15:13:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_442edff65ffesIjcWCECLAxwFW small=false agent=build stream
INFO  2026-01-14T15:13:57 +7ms service=bus type=session.status publishing
INFO  2026-01-14T15:13:57 +384ms service=bus type=session.updated publishing
INFO  2026-01-14T15:13:58 +746ms service=session.summary title=Reply classification system title
INFO  2026-01-14T15:13:58 +0ms service=bus type=message.updated publishing
INFO  2026-01-14T15:13:59 +1050ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +260ms 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  2026-01-14T15:13:59 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:13:59 +24ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +14ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-01-14T15:13:59 +1ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv1.json read
INFO  2026-01-14T15:13:59 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv1.json
INFO  2026-01-14T15:13:59 +264ms 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  2026-01-14T15:13:59 +1ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:13:59 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +4ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-01-14T15:13:59 +0ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv2.json read
INFO  2026-01-14T15:13:59 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:13:59 +2ms service=bus type=message.part.updated publishing
|  Read     app/input/conv2.json
INFO  2026-01-14T15:14:00 +259ms 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  2026-01-14T15:14:00 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:00 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +3ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-01-14T15:14:00 +0ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv3.json read
INFO  2026-01-14T15:14:00 +12ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +2ms service=bus type=message.part.updated publishing
|  Read     app/input/conv3.json
INFO  2026-01-14T15:14:00 +290ms 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  2026-01-14T15:14:00 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:00 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +42ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-01-14T15:14:00 +0ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv4.json read
INFO  2026-01-14T15:14:00 +15ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv4.json
INFO  2026-01-14T15:14:00 +426ms 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  2026-01-14T15:14:00 +1ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:00 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +20ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-01-14T15:14:00 +1ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv5.json read
INFO  2026-01-14T15:14:00 +9ms service=bus type=message.part.updated publishing
|  Read     app/input/conv5.json
INFO  2026-01-14T15:14:00 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:00 +1ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:00 +12ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:00 +0ms service=bus type=session.status publishing
INFO  2026-01-14T15:14:00 +0ms service=session.prompt step=2 sessionID=ses_442edff65ffesIjcWCECLAxwFW loop
INFO  2026-01-14T15:14:00 +5ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:00 +1ms service=bus type=session.updated publishing
INFO  2026-01-14T15:14:00 +0ms service=bus type=session.diff publishing
INFO  2026-01-14T15:14:00 +10ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:00 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started invalid
INFO  2026-01-14T15:14:00 +1ms service=tool.registry status=started question
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started bash
INFO  2026-01-14T15:14:00 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started read
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started glob
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started grep
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started edit
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started write
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started task
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started webfetch
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started todowrite
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=started todoread
INFO  2026-01-14T15:14:00 +1ms service=tool.registry status=started skill
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-14T15:14:00 +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  2026-01-14T15:14:00 +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
INFO  2026-01-14T15:14:00 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-14T15:14:00 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-14T15:14:01 +11ms service=session.processor process
INFO  2026-01-14T15:14:01 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_442edff65ffesIjcWCECLAxwFW small=false agent=build stream
INFO  2026-01-14T15:14:01 +10ms service=bus type=session.status publishing
INFO  2026-01-14T15:14:02 +995ms service=session.summary title=Conversation reply classification title
INFO  2026-01-14T15:14:02 +1ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:05 +3120ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +65ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +86ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +107ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +42ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +64ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +45ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:05 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +114ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +17ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +60ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +73ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +59ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +122ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +137ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +28ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:06 +47ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +50ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +62ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +47ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +66ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +40ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +52ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +106ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +57ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +49ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:07 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +62ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +56ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +108ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +57ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:08 +54ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +50ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +38ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +57ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +47ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +57ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +47ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +37ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:09 +63ms service=bus type=message.part.updated publishing
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INFO  2026-01-14T15:14:22 +2191ms 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  2026-01-14T15:14:22 +1ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:22 +1ms service=bus type=file.edited publishing
INFO  2026-01-14T15:14:22 +2ms service=format file=/app/input/conv1_classification.json formatting
INFO  2026-01-14T15:14:23 +8ms service=format name=zig ext=.json checking
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INFO  2026-01-14T15:14:23 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-14T15:14:23 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:23 +13ms service=format name=oxfmt ext=.json checking
INFO  2026-01-14T15:14:23 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-14T15:14:23 +0ms service=format name=nixfmt ext=.json checking
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INFO  2026-01-14T15:14:23 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:23 +6ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv1_classification.json read
INFO  2026-01-14T15:14:23 +0ms service=lsp file=/app/input/conv1_classification.json touching file
INFO  2026-01-14T15:14:23 +4ms service=bus type=message.part.updated publishing
|  Write    app/input/conv1_classification.json
INFO  2026-01-14T15:14:24 +1499ms service=permission permission=edit pattern=app/input/conv2_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  2026-01-14T15:14:24 +0ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:24 +0ms service=bus type=file.edited publishing
INFO  2026-01-14T15:14:24 +0ms service=format file=/app/input/conv2_classification.json formatting
INFO  2026-01-14T15:14:24 +1ms service=format name=zig ext=.json checking
INFO  2026-01-14T15:14:24 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-14T15:14:24 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-14T15:14:24 +5ms service=format name=standardrb ext=.json checking
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INFO  2026-01-14T15:14:24 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-14T15:14:24 +0ms service=format name=rubocop ext=.json checking
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INFO  2026-01-14T15:14:24 +2ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv2_classification.json read
INFO  2026-01-14T15:14:24 +1ms service=lsp file=/app/input/conv2_classification.json touching file
INFO  2026-01-14T15:14:24 +1ms service=bus type=message.part.updated publishing
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|  Write    app/input/conv2_classification.json
INFO  2026-01-14T15:14:25 +1341ms service=permission permission=edit pattern=app/input/conv3_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  2026-01-14T15:14:25 +0ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:25 +0ms service=bus type=file.edited publishing
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INFO  2026-01-14T15:14:25 +0ms service=format name=cargofmt ext=.json checking
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INFO  2026-01-14T15:14:25 +0ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv3_classification.json read
INFO  2026-01-14T15:14:25 +1ms service=lsp file=/app/input/conv3_classification.json touching file
INFO  2026-01-14T15:14:25 +0ms service=bus type=message.part.updated publishing
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|  Write    app/input/conv3_classification.json
INFO  2026-01-14T15:14:26 +1062ms service=permission permission=edit pattern=app/input/conv4_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  2026-01-14T15:14:26 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:26 +0ms service=bus type=file.edited publishing
INFO  2026-01-14T15:14:26 +0ms service=format file=/app/input/conv4_classification.json formatting
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INFO  2026-01-14T15:14:26 +1ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv4_classification.json read
INFO  2026-01-14T15:14:26 +0ms service=lsp file=/app/input/conv4_classification.json touching file
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|  Write    app/input/conv4_classification.json
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INFO  2026-01-14T15:14:29 +0ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-14T15:14:29 +1ms service=bus type=file.edited publishing
INFO  2026-01-14T15:14:29 +0ms service=format file=/app/input/conv5_classification.json formatting
INFO  2026-01-14T15:14:29 +0ms service=format name=zig ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-14T15:14:29 +1ms service=format name=shfmt ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=ruff ext=.json checking
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INFO  2026-01-14T15:14:29 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-14T15:14:29 +1ms service=format name=nixfmt ext=.json checking
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INFO  2026-01-14T15:14:29 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=dart ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-14T15:14:29 +0ms service=format name=biome ext=.json checking
INFO  2026-01-14T15:14:29 +1ms service=file.time sessionID=ses_442edff65ffesIjcWCECLAxwFW file=/app/input/conv5_classification.json read
INFO  2026-01-14T15:14:29 +0ms service=lsp file=/app/input/conv5_classification.json touching file
INFO  2026-01-14T15:14:29 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:29 +7ms service=bus type=message.part.updated publishing
|  Write    app/input/conv5_classification.json
INFO  2026-01-14T15:14:29 +389ms 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 thread
   - User ID 4 (Mathieu) is a participant
   - Last message (most recent, timestamp 1765392884) is from sender_contact_id "15" (not Mathieu)
   - Mathieu is directly mentioned in that message (`@_**Mathieu|299**`)
   - Earlier, Mathieu was mentioned in message asking for opinion (`@**Micha�� Flak** @**Daniil Kulko** @**Mathieu**`)
   - However, Mathieu already responded (timestamp 1764695788): "https://www.reddit.com/r/LocalLLaMA/s/fDamPcAonp - could we be interested?"
   - Then someone replied "I replied @**Mathieu**" (timestamp 1764699211)
   - The most recent message mentions Mathieu's previous suggestion about lovable app but says "Tried this, lovable couldn't do it"
   - This appears informational, not necessarily requiring a reply from Mathieu
   - **Need reply: false** - The last message is informing Mathieu about the result of trying his suggestion

2. **conv2.json** - durable workflow thread
   - User ID 4 (Mathieu) is a participant
   - The message mentions `@*reflectors*` which is a team
   - Mathieu is a member of "reflector team"
   - The last (and only) message is asking for feedback: "What do you think?"
   - **Need reply: true** - User's team is mentioned and the message asks for feedback

3. **conv3.json** - PR thread
   - User ID 4 (Mathieu) is a participant
   - Looking at the most recent messages (ordered by timestamp, most recent first):
     - Last messages are from contact_id "70" asking questions about how to test models
     - Before that, Mathieu (contact_id "4") sent a link to eval.monadical.io
     - The questions "How can I do that?" and "Or can I only do that locally?" appear to be follow-up questions to Mathieu's response
   - **Need reply: true** - Someone is asking follow-up questions after Mathieu's message

4. **conv4.json** - Email "Hey!"
   - This is an email sent TO Mathieu (to_contact_ids: ["4"])
   - From contact_id "363"
   - Content asks Mathieu to call them about a business opportunity
   - **Need reply: true** - Direct email to the user asking for action

5. **conv5.json** - day off thread
   - User ID 4 (Mathieu) is NOT in the contact_ids list
   - No mentions of Mathieu in the messages
   - General announcements about days off
   - **Need reply: false** - Conversation doesn't involve the user

INFO  2026-01-14T15:14:29 +5ms service=bus type=message.part.updated publishing
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INFO  2026-01-14T15:14:29 +0ms service=session.prompt step=3 sessionID=ses_442edff65ffesIjcWCECLAxwFW loop
INFO  2026-01-14T15:14:29 +14ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:29 +2ms service=bus type=session.updated publishing
INFO  2026-01-14T15:14:29 +0ms service=bus type=session.diff publishing
INFO  2026-01-14T15:14:29 +23ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:29 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-14T15:14:29 +1ms service=tool.registry status=started invalid
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started question
INFO  2026-01-14T15:14:29 +1ms service=tool.registry status=started bash
INFO  2026-01-14T15:14:29 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-14T15:14:29 +2ms service=tool.registry status=started read
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started glob
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started grep
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started edit
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started write
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started task
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started webfetch
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started todowrite
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started todoread
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=started skill
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=3 invalid
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=3 question
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-14T15:14:29 +1ms service=tool.registry status=completed duration=0 write
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=3 bash
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-14T15:14:29 +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  2026-01-14T15:14:29 +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
INFO  2026-01-14T15:14:29 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-14T15:14:29 +4ms service=session.prompt status=completed duration=9 resolveTools
INFO  2026-01-14T15:14:29 +10ms service=session.processor process
INFO  2026-01-14T15:14:29 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_442edff65ffesIjcWCECLAxwFW small=false agent=build stream
INFO  2026-01-14T15:14:29 +12ms service=bus type=session.status publishing
INFO  2026-01-14T15:14:32 +2268ms service=bus type=message.part.updated publishing
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INFO  2026-01-14T15:14:32 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:33 +66ms service=bus type=message.part.updated publishing
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INFO  2026-01-14T15:14:33 +52ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:33 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +60ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +50ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +53ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +48ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +58ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +56ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +46ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +55ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +106ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +61ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +51ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +52ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +63ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +44ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +56ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:34 +63ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:35 +56ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:35 +63ms 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_classification.json` | `false` | Informational message about a failed attempt at Mathieu's suggestion - no action required |
| `conv2_classification.json` | `true` | `@*reflectors*` team mentioned (user is member), asking for feedback on durable workflow proposal |
| `conv3_classification.json` | `true` | Follow-up questions directed at Mathieu after he shared an eval website link |
| `conv4_classification.json` | `true` | Direct email requesting Mathieu to call about a business opportunity |
| `conv5_classification.json` | `false` | User not involved in this day-off announcements channel |

INFO  2026-01-14T15:14:35 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-14T15:14:35 +1ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:35 +11ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:35 +1ms service=bus type=session.status publishing
INFO  2026-01-14T15:14:35 +0ms service=session.prompt step=4 sessionID=ses_442edff65ffesIjcWCECLAxwFW loop
INFO  2026-01-14T15:14:35 +17ms service=bus type=message.updated publishing
INFO  2026-01-14T15:14:35 +0ms service=bus type=session.updated publishing
INFO  2026-01-14T15:14:35 +1ms service=bus type=session.diff publishing
INFO  2026-01-14T15:14:35 +1ms service=session.prompt sessionID=ses_442edff65ffesIjcWCECLAxwFW exiting loop
INFO  2026-01-14T15:14:35 +1ms service=session.compaction pruning
INFO  2026-01-14T15:14:35 +3ms service=session.prompt sessionID=ses_442edff65ffesIjcWCECLAxwFW cancel
INFO  2026-01-14T15:14:35 +1ms service=bus type=session.status publishing
INFO  2026-01-14T15:14:35 +0ms service=bus type=session.idle publishing
INFO  2026-01-14T15:14:35 +2ms service=default directory=/app/input disposing instance
INFO  2026-01-14T15:14:35 +1ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-01-14T15:14:35 +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.