/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_20260221_150107/task12_need_reply/openrouter-anthropic-claude-haiku-4.5/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: f9d9baa7
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 134 models to OpenCode configuration
Added openrouter standard provider with 337 models to OpenCode configuration
Set default model to openrouter/anthropic/claude-haiku-4.5
Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers
No MCP servers to integrate
--- Executing initial command ---
Executing user command:
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

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

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

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

## User Context

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

## Task

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

### Input Format

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

### Output Format

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

### Classification Rules

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

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

### Important Notes

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

PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user.
--- TASK END ---
INFO  2026-02-21T15:15:09 +849ms service=default version=1.1.51 args=["run","--print-logs"] opencode
INFO  2026-02-21T15:15:09 +7ms service=default directory=/app/input creating instance
INFO  2026-02-21T15:15:09 +0ms service=project directory=/app/input fromDirectory
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INFO  2026-02-21T15:15:09 +42ms service=default directory=/app/input bootstrapping
INFO  2026-02-21T15:15:09 +16ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-02-21T15:15:09 +166ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-02-21T15:15:09 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-02-21T15:15:09 +41ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2026-02-21T15:15:10 +589ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.51

3 packages installed [546.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-02-21T15:15:10 +1ms 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  2026-02-21T15:15:10 +21ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [6.00ms]
 stderr= done
INFO  2026-02-21T15:15:10 +16ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-02-21T15:15:10 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin
INFO  2026-02-21T15:15:10 +0ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin
INFO  2026-02-21T15:15:10 +5ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution
INFO  2026-02-21T15:15:10 +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@0.0.13"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-02-21T15:15:11 +538ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-anthropic-auth@0.0.13

13 packages installed [522.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
INFO  2026-02-21T15:15:11 +70ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin
INFO  2026-02-21T15:15:11 +2ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution
INFO  2026-02-21T15:15:11 +1ms 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","@gitlab/opencode-gitlab-auth@1.3.2"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-02-21T15:15:12 +923ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

+ opencode-anthropic-auth@0.0.13

installed @gitlab/opencode-gitlab-auth@1.3.2

77 packages installed [911.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [247]
Saved lockfile
 done
INFO  2026-02-21T15:15:12 +131ms service=bus type=* subscribing
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INFO  2026-02-21T15:15:12 +22ms service=provider providerID=openrouter found
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> build �� anthropic/claude-haiku-4.5

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INFO  2026-02-21T15:15:12 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:12 +0ms service=tool.registry status=completed duration=3 task
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INFO  2026-02-21T15:15:12 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=true agent=title mode=primary stream
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INFO  2026-02-21T15:15:13 +44ms service=session.summary title=Reply classification task setup title
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INFO  2026-02-21T15:15:14 +21ms service=bus type=message.part.updated publishing
I'll help you analyze the conversation files and create classification files. Let me start by exploring the current directory to see what conversation files are available.

INFO  2026-02-21T15:15:14 +34ms service=permission permission=bash pattern=ls -la /app/input 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:14 +1ms service=permission permission=bash pattern=ls -la /app/input action={"permission":"*","pattern":"*","action":"allow"} evaluated
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$ ls -la /app/input
total 48
drwxrwxr-x 2 cubbi cubbi  4096 Dec 16 22:37 .
drwxr-xr-x 3 cubbi cubbi  4096 Feb 21 15:15 ..
-rw-rw-r-- 1 cubbi cubbi  9914 Dec 16 22:37 conv1.json
-rw-rw-r-- 1 cubbi cubbi  2337 Dec 16 22:37 conv2.json
-rw-rw-r-- 1 cubbi cubbi  7706 Dec 16 22:37 conv3.json
-rw-rw-r-- 1 cubbi cubbi   877 Dec 16 22:37 conv4.json
-rw-rw-r-- 1 cubbi cubbi 11913 Dec 16 22:37 conv5.json

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INFO  2026-02-21T15:15:14 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-21T15:15:14 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-02-21T15:15:14 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:14 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:14 +1ms service=tool.registry status=completed duration=1 task
INFO  2026-02-21T15:15:14 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-02-21T15:15:14 +0ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:14 +2ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:14 +1ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:14 +11ms service=session.processor process
INFO  2026-02-21T15:15:14 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=false agent=build mode=primary stream
INFO  2026-02-21T15:15:14 +33ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:15 +698ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +7ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +36ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +23ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +107ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +203ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:15 +1ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:15 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +6ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-02-21T15:15:15 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv1.json read
INFO  2026-02-21T15:15:15 +2ms service=bus type=message.part.updated publishing
��� Read conv1.json
INFO  2026-02-21T15:15:15 +185ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:15 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:15 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +15ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:15 +2ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-02-21T15:15:15 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv2.json read
INFO  2026-02-21T15:15:15 +0ms service=bus type=message.part.updated publishing
��� Read conv2.json
INFO  2026-02-21T15:15:16 +201ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:16 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:16 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +7ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-02-21T15:15:16 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv3.json read
INFO  2026-02-21T15:15:16 +0ms service=bus type=message.part.updated publishing
��� Read conv3.json
INFO  2026-02-21T15:15:16 +42ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +93ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:16 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:16 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +10ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-02-21T15:15:16 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv4.json read
INFO  2026-02-21T15:15:16 +1ms service=bus type=message.part.updated publishing
��� Read conv4.json
INFO  2026-02-21T15:15:16 +18ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +56ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:16 +0ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:16 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +18ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-02-21T15:15:16 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv5.json read
INFO  2026-02-21T15:15:16 +1ms service=bus type=message.part.updated publishing
��� Read conv5.json
INFO  2026-02-21T15:15:16 +316ms service=bus type=message.part.updated publishing

Now let me read all the conversation files to analyze them:

INFO  2026-02-21T15:15:16 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:16 +0ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:16 +5ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:16 +0ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:16 +1ms service=session.prompt step=2 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc loop
INFO  2026-02-21T15:15:16 +3ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:16 +1ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:16 +0ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:16 +7ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:16 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started invalid
INFO  2026-02-21T15:15:16 +1ms service=tool.registry status=started question
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started bash
INFO  2026-02-21T15:15:16 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started read
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started glob
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started grep
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started edit
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started write
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started task
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started webfetch
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started todowrite
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=started skill
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=0 question
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-21T15:15:16 +1ms service=tool.registry status=completed duration=1 edit
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-21T15:15:16 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:16 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:16 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-02-21T15:15:16 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-02-21T15:15:16 +3ms service=session.processor process
INFO  2026-02-21T15:15:16 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=false agent=build mode=primary stream
INFO  2026-02-21T15:15:16 +12ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:19 +2598ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +4ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +4ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +14ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +19ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +35ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +33ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +12ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +33ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +35ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:19 +170ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:21 +1651ms service=permission permission=todowrite pattern=* 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:21 +0ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:21 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:21 +1ms service=bus type=todo.updated publishing
INFO  2026-02-21T15:15:21 +4ms service=bus type=message.part.updated publishing
# Todos
[ ] Analyze conv1.json and create classification
[ ] Analyze conv2.json and create classification
[ ] Analyze conv3.json and create classification
[ ] Analyze conv4.json and create classification
[ ] Analyze conv5.json and create classification

INFO  2026-02-21T15:15:21 +2ms service=bus type=message.part.updated publishing
Now I'll analyze each conversation and create the classification files. Let me create a todo list to track this task:

INFO  2026-02-21T15:15:21 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:21 +1ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:21 +15ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:21 +0ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:21 +0ms service=session.prompt step=3 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc loop
INFO  2026-02-21T15:15:21 +32ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:21 +1ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:21 +0ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:21 +13ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:21 +1ms service=session.prompt status=started resolveTools
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started invalid
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started question
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started bash
INFO  2026-02-21T15:15:21 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started read
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started glob
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started grep
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started edit
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started write
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started task
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started webfetch
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started todowrite
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=started skill
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 invalid
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 question
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-21T15:15:21 +1ms service=tool.registry status=completed duration=0 write
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-21T15:15:21 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-21T15:15:21 +2ms service=tool.registry status=completed duration=3 skill
INFO  2026-02-21T15:15:21 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:21 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:21 +2ms service=tool.registry status=completed duration=5 task
INFO  2026-02-21T15:15:21 +1ms service=session.prompt status=completed duration=6 resolveTools
INFO  2026-02-21T15:15:21 +33ms service=session.processor process
INFO  2026-02-21T15:15:21 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=false agent=build mode=primary stream
INFO  2026-02-21T15:15:21 +20ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:22 +696ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:22 +2ms service=bus type=message.part.updated publishing
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INFO  2026-02-21T15:15:32 +1713ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:32 +0ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:32 +0ms service=bus type=file.edited publishing
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INFO  2026-02-21T15:15:32 +0ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
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INFO  2026-02-21T15:15:32 +1ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv1_classification.json read
INFO  2026-02-21T15:15:32 +0ms service=lsp file=/app/input/conv1_classification.json touching file
INFO  2026-02-21T15:15:32 +0ms service=bus type=file.watcher.updated publishing
INFO  2026-02-21T15:15:32 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv2_classification.json read
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INFO  2026-02-21T15:15:33 +321ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:33 +0ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:33 +0ms service=bus type=file.edited publishing
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INFO  2026-02-21T15:15:33 +0ms service=bus type=file.watcher.updated publishing
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INFO  2026-02-21T15:15:33 +1ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv3_classification.json read
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INFO  2026-02-21T15:15:33 +431ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:33 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:33 +1ms service=bus type=file.edited publishing
INFO  2026-02-21T15:15:33 +0ms service=format file=/app/input/conv4_classification.json formatting
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INFO  2026-02-21T15:15:33 +0ms service=format name=biome ext=.json checking
INFO  2026-02-21T15:15:33 +1ms service=bus type=file.watcher.updated publishing
INFO  2026-02-21T15:15:33 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:33 +3ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv4_classification.json read
INFO  2026-02-21T15:15:33 +0ms service=lsp file=/app/input/conv4_classification.json touching file
INFO  2026-02-21T15:15:33 +16ms service=bus type=message.part.updated publishing
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��� Write conv4_classification.json
Wrote file successfully.

INFO  2026-02-21T15:15:33 +384ms service=permission permission=edit pattern=app/input/conv5_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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:33 +1ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:33 +0ms service=bus type=file.edited publishing
INFO  2026-02-21T15:15:33 +0ms service=format file=/app/input/conv5_classification.json formatting
INFO  2026-02-21T15:15:33 +6ms service=format name=zig ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=uv ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=terraform ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=standardrb ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=shfmt ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=ruff ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=rubocop ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=air ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=prettier ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=pint ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=ormolu ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-02-21T15:15:33 +1ms service=format name=nixfmt ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=mix ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=latexindent ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=ktlint ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=gofmt ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=gleam ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=dart ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=clang-format ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=format name=biome ext=.json checking
INFO  2026-02-21T15:15:33 +0ms service=bus type=file.watcher.updated publishing
INFO  2026-02-21T15:15:33 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:33 +0ms service=file.time sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc file=/app/input/conv5_classification.json read
INFO  2026-02-21T15:15:33 +0ms service=lsp file=/app/input/conv5_classification.json touching file
INFO  2026-02-21T15:15:33 +30ms service=bus type=message.part.updated publishing
Now let me analyze each conversation:

**Conv1.json Analysis:**
- Title: "ExternalAI - LLM hosting economics"
- Most recent message (timestamp 1765392884) from contact 15 says "@_**Mathieu|299**" - mentions Mathieu but as a quote from earlier
- Contact 4 is Mathieu (User ID in context)
- Contact 4 sent a message (timestamp 1764695788) asking about RedditAI
- The last actual response is from contact 116 (timestamp 1764645438)
- Contact 4 (Mathieu) sent a message about a Reddit link and has received a response from contact 116
- No direct mention of Mathieu in recent messages, no clear expectation waiting for response
- **Need reply: false** - The user sent a message about a Reddit link but the conversation has moved on with other participants discussing different aspects

**Conv2.json Analysis:**
- Title: "reflector - durable workflow"
- Contact IDs: 17, 4
- User is contact 4 (Mathieu)
- The only message is from contact 17 (timestamp 1765816524)
- Message says: "@*reflectors*" - mentions "reflectors" team which user belongs to
- Message is asking team opinion on durable workflow approach
- **Need reply: true** - The user's team is directly mentioned and they're asking for opinions/feedback

**Conv3.json Analysis:**
- Title: "InternalAI - PR"
- Contact IDs include 4 (Mathieu the user)
- Multiple PR reviews and discussions
- Most recent message (id 1649755) from contact 70 at timestamp 1765823884: "Or can I only do that locally?" - question not directed to Mathieu
- Previous messages show Mathieu (4) reviewed and merged PRs, but most recent messages don't expect response from Mathieu
- The conversation thread shows Mathieu is already responding actively but the latest messages are between others
- **Need reply: false** - User has already participated and responded to relevant messages; recent messages don't require their input

**Conv4.json Analysis:**
- Title: "Hey !"
- This is an email from contact 363 to contact 4 (Mathieu)
- Content: "Hey Mathieu, I have a business opportunities that we should absolutely talk about. Give me a call."
- Direct mention: "Hey Mathieu"
- Sender is asking for a response/call
- **Need reply: true** - User is directly addressed and someone is asking for them to call back

**Conv5.json Analysis:**
- Title: "social - day off"
- Contact IDs: 19, 11, 8, 18, 22, 2, 20, 360, 7, 27, 14
- User (contact 4/Mathieu) is NOT in the contact_ids list
- This is a social stream where people announce their time off
- User doesn't need to participate - it's informational
- **Need reply: false** - User is not involved in this conversation about team members' time off

Now let me create the classification files:

INFO  2026-02-21T15:15:33 +1ms service=bus type=message.part.updated publishing
��� Write conv5_classification.json
Wrote file successfully.

INFO  2026-02-21T15:15:33 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:34 +1ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:34 +21ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:34 +0ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:34 +0ms service=session.prompt step=4 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc loop
INFO  2026-02-21T15:15:34 +45ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:34 +1ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:34 +0ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:34 +6ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:34 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started invalid
INFO  2026-02-21T15:15:34 +1ms service=tool.registry status=started question
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started bash
INFO  2026-02-21T15:15:34 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started read
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started glob
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started grep
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started edit
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started write
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started task
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started webfetch
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started todowrite
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=started skill
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 question
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-21T15:15:34 +0ms service=tool.registry status=completed duration=0 bash
INFO  2026-02-21T15:15:34 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-21T15:15:34 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:34 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:34 +6ms service=tool.registry status=completed duration=7 task
INFO  2026-02-21T15:15:34 +2ms service=session.prompt status=completed duration=10 resolveTools
INFO  2026-02-21T15:15:34 +21ms service=session.processor process
INFO  2026-02-21T15:15:34 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=false agent=build mode=primary stream
INFO  2026-02-21T15:15:34 +18ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:34 +695ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:34 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:34 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:34 +34ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:34 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:35 +145ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:35 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:35 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:35 +20ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:35 +73ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:36 +963ms service=permission permission=todowrite pattern=* 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","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":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-21T15:15:36 +0ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-21T15:15:36 +1ms service=bus type=todo.updated publishing
INFO  2026-02-21T15:15:36 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:36 +7ms service=bus type=message.part.updated publishing
# Todos
[x] Analyze conv1.json and create classification
[x] Analyze conv2.json and create classification
[x] Analyze conv3.json and create classification
[x] Analyze conv4.json and create classification
[x] Analyze conv5.json and create classification

INFO  2026-02-21T15:15:36 +1ms service=bus type=message.part.updated publishing
Now let me update the todo list to mark all tasks as completed:

INFO  2026-02-21T15:15:36 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:36 +0ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:36 +9ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:36 +0ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:36 +0ms service=session.prompt step=5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc loop
INFO  2026-02-21T15:15:36 +40ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:36 +2ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:36 +4ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:36 +14ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:36 +1ms service=session.prompt status=started resolveTools
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started invalid
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started question
INFO  2026-02-21T15:15:36 +1ms service=tool.registry status=started bash
INFO  2026-02-21T15:15:36 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started read
INFO  2026-02-21T15:15:36 +1ms service=tool.registry status=started glob
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started grep
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started edit
INFO  2026-02-21T15:15:36 +1ms service=tool.registry status=started write
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started task
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started webfetch
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started todowrite
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=started skill
INFO  2026-02-21T15:15:36 +1ms service=tool.registry status=completed duration=3 invalid
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=4 question
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=3 read
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=2 glob
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=2 grep
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=2 edit
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=3 bash
INFO  2026-02-21T15:15:36 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-02-21T15:15:36 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:36 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","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":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-21T15:15:36 +0ms service=tool.registry status=completed duration=4 task
INFO  2026-02-21T15:15:36 +8ms service=session.prompt status=completed duration=15 resolveTools
INFO  2026-02-21T15:15:36 +26ms service=session.processor process
INFO  2026-02-21T15:15:36 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc small=false agent=build mode=primary stream
INFO  2026-02-21T15:15:36 +15ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:37 +911ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +45ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +72ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +15ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +21ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +40ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +15ms service=bus type=message.part.updated publishing
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INFO  2026-02-21T15:15:37 +29ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +22ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +79ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +18ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +13ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +11ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +18ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +34ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:37 +96ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +43ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +48ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +16ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +23ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +12ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +5ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +4ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +128ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +42ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +10ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +34ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +26ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +37ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +29ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +15ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +2ms service=bus type=message.part.updated publishing
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INFO  2026-02-21T15:15:38 +18ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +46ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +27ms service=bus type=message.part.updated publishing
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INFO  2026-02-21T15:15:38 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +27ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +21ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +40ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +13ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +34ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:38 +14ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +23ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +22ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +29ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +35ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +15ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +27ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +43ms service=bus type=message.part.updated publishing
Perfect! I've completed the analysis of all 5 conversation files and created the corresponding classification files. Here's a summary of the results:

| Conversation | Title | Need Reply | Reason |
|---|---|---|---|
| conv1 | ExternalAI - LLM hosting economics | **false** | User participated earlier but conversation has moved on; no pending action |
| conv2 | reflector - durable workflow | **true** | User's team is directly mentioned and asking for feedback |
| conv3 | InternalAI - PR | **false** | User already participated; recent messages are between others |
| conv4 | Hey! | **true** | User directly addressed by name; sender requesting a callback |
| conv5 | social - day off | **false** | User not involved in this team social announcement |

All classification files have been created in the `/app/input/` directory with the format `convN_classification.json`.

INFO  2026-02-21T15:15:39 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-21T15:15:39 +3ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:39 +14ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:39 +1ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:39 +0ms service=session.prompt step=6 sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc loop
INFO  2026-02-21T15:15:39 +64ms service=bus type=message.updated publishing
INFO  2026-02-21T15:15:39 +0ms service=bus type=session.updated publishing
INFO  2026-02-21T15:15:39 +1ms service=bus type=session.diff publishing
INFO  2026-02-21T15:15:39 +7ms service=session.prompt sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc exiting loop
INFO  2026-02-21T15:15:39 +2ms service=session.compaction pruning
INFO  2026-02-21T15:15:39 +8ms service=session.prompt sessionID=ses_37f3b1f19ffe2GAE2RtPDznGAc cancel
INFO  2026-02-21T15:15:39 +1ms service=bus type=session.status publishing
INFO  2026-02-21T15:15:39 +0ms service=bus type=session.idle publishing
INFO  2026-02-21T15:15:39 +2ms service=default directory=/app/input disposing instance
INFO  2026-02-21T15:15:39 +4ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-02-21T15:15:39 +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.