/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_20260123_150058/task12_need_reply/openrouter-google-gemini-2.5-flash-lite-preview-09-2025/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: c3648329
Image: opencode
Executing command and waiting for completion...
Container will exit after command completes.
Command logs:
Initializing opencode v1.0.0
Setting up user 'cubbi' with UID: 1000, GID: 1000
Setting up standard directories
Created directory: /app
Created directory: /cubbi-config
Created directory: /cubbi-config/home
Creating /home/cubbi as symlink to /cubbi-config/home
Created directory: /cubbi-config/home/.local
Copied /root/.local/bin to user directory
Running opencode-specific initialization
Added litellm custom provider with 151 models to OpenCode configuration
Added openrouter standard provider with 345 models to OpenCode configuration
Set default model to openrouter/google/gemini-2.5-flash-lite-preview-09-2025
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  2026-01-23T15:13:02 +708ms service=default version=1.1.17 args=["run","--print-logs"] opencode
INFO  2026-01-23T15:13:02 +19ms service=default directory=/app/input creating instance
INFO  2026-01-23T15:13:02 +9ms service=project directory=/app/input fromDirectory
INFO  2026-01-23T15:13:02 +16ms service=storage index=0 running migration
ERROR 2026-01-23T15:13:02 +11ms service=storage index=0 failed to run migration
INFO  2026-01-23T15:13:02 +4ms service=storage index=1 running migration
INFO  2026-01-23T15:13:02 +17ms service=default directory=/app/input bootstrapping
INFO  2026-01-23T15:13:02 +14ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-01-23T15:13:02 +50ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-01-23T15:13:02 +3ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-01-23T15:13:02 +7ms 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  2026-01-23T15:13:03 +512ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.17

3 packages installed [482.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-01-23T15:13:03 +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  2026-01-23T15:13:03 +22ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [8.00ms]
 stderr= done
INFO  2026-01-23T15:13:03 +14ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-01-23T15:13:03 +1ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin
INFO  2026-01-23T15:13:03 +4ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution
INFO  2026-01-23T15:13:03 +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","opencode-copilot-auth@0.0.12"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-23T15:13:03 +126ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-copilot-auth@0.0.12

1 package installed [113.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2026-01-23T15:13:03 +7ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin
INFO  2026-01-23T15:13:03 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution
INFO  2026-01-23T15:13:03 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.8"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-23T15:13:03 +570ms 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 [555.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
INFO  2026-01-23T15:13:03 +52ms service=bus type=* subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=session.updated subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=message.updated subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=message.part.updated subscribing
INFO  2026-01-23T15:13:03 +1ms service=bus type=session.updated subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=message.updated subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=message.part.updated subscribing
INFO  2026-01-23T15:13:03 +0ms service=bus type=session.diff subscribing
INFO  2026-01-23T15:13:03 +0ms service=format init
INFO  2026-01-23T15:13:03 +1ms service=bus type=file.edited subscribing
INFO  2026-01-23T15:13:03 +0ms service=lsp serverIds=deno, typescript, vue, eslint, oxlint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, fsharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, kotlin-ls, yaml-ls, lua-ls, php intelephense, prisma, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers
INFO  2026-01-23T15:13:03 +4ms service=bus type=command.executed subscribing
INFO  2026-01-23T15:13:04 +50ms service=server method=POST path=/session request
INFO  2026-01-23T15:13:04 +1ms service=server status=started method=POST path=/session request
INFO  2026-01-23T15:13:04 +3ms service=session id=ses_414957fd9ffe6OztT3YbPzR88y version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-23T15:13:04.038Z time={"created":1769181184038,"updated":1769181184038} created
INFO  2026-01-23T15:13:04 +5ms service=bus type=session.created publishing
INFO  2026-01-23T15:13:04 +0ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:04 +4ms service=server status=completed duration=12 method=POST path=/session request
INFO  2026-01-23T15:13:04 +1ms service=server method=GET path=/config request
INFO  2026-01-23T15:13:04 +0ms service=server status=started method=GET path=/config request
INFO  2026-01-23T15:13:04 +0ms service=server status=completed duration=0 method=GET path=/config request
INFO  2026-01-23T15:13:04 +4ms service=server method=GET path=/event request
INFO  2026-01-23T15:13:04 +0ms service=server status=started method=GET path=/event request
INFO  2026-01-23T15:13:04 +1ms service=server method=POST path=/session/ses_414957fd9ffe6OztT3YbPzR88y/message request
INFO  2026-01-23T15:13:04 +0ms service=server status=started method=POST path=/session/ses_414957fd9ffe6OztT3YbPzR88y/message request
INFO  2026-01-23T15:13:04 +1ms service=server event connected
INFO  2026-01-23T15:13:04 +3ms service=bus type=* subscribing
INFO  2026-01-23T15:13:04 +7ms service=server status=completed duration=12 method=GET path=/event request
INFO  2026-01-23T15:13:04 +2ms service=server status=completed duration=13 method=POST path=/session/ses_414957fd9ffe6OztT3YbPzR88y/message request
INFO  2026-01-23T15:13:04 +19ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:04 +4ms service=provider status=started state
INFO  2026-01-23T15:13:04 +4ms service=models.dev file={} refreshing
INFO  2026-01-23T15:13:04 +39ms service=provider init
INFO  2026-01-23T15:13:04 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +17ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:04 +5ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:04 +0ms service=session.prompt step=0 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:04 +16ms service=provider providerID=openrouter found
INFO  2026-01-23T15:13:04 +0ms service=provider providerID=opencode found
INFO  2026-01-23T15:13:04 +0ms service=provider providerID=litellm found
INFO  2026-01-23T15:13:04 +0ms service=provider status=completed duration=94 state
INFO  2026-01-23T15:13:04 +5ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=true agent=title stream
INFO  2026-01-23T15:13:04 +1ms service=provider status=started providerID=openrouter getSDK
INFO  2026-01-23T15:13:04 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider
INFO  2026-01-23T15:13:04 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK
INFO  2026-01-23T15:13:04 +2ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:04 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:04 +27ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:04 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:04 +1ms service=tool.registry status=started read
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:04 +2ms service=tool.registry status=completed duration=4 invalid
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=4 question
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 read
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 grep
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 edit
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 write
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 webfetch
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 todowrite
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=2 todoread
INFO  2026-01-23T15:13:04 +1ms service=tool.registry status=completed duration=5 bash
INFO  2026-01-23T15:13:04 +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  2026-01-23T15:13:04 +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  2026-01-23T15:13:04 +1ms service=tool.registry status=completed duration=4 task
INFO  2026-01-23T15:13:04 +0ms service=tool.registry status=completed duration=4 skill
INFO  2026-01-23T15:13:04 +10ms service=session.prompt status=completed duration=43 resolveTools
INFO  2026-01-23T15:13:04 +25ms service=session.processor process
INFO  2026-01-23T15:13:04 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:04 +0ms service=provider status=started providerID=openrouter getSDK
INFO  2026-01-23T15:13:04 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK
INFO  2026-01-23T15:13:04 +5ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:04 +9ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:04 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=true agent=title stream
INFO  2026-01-23T15:13:04 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:04 +8ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:04 +450ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +118ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:04 +96ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +143ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +108ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +166ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +194ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +4ms service=permission permission=glob pattern=conv*.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  2026-01-23T15:13:05 +0ms service=permission permission=glob pattern=conv*.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:05 +31ms service=bus type=message.part.updated publishing

I understand the task. I need to analyze all `convXXX.json` files in the current directory, classify each conversation based on the provided rules to determine if the user, Mathieu Virbel (User ID 4, in 'reflector team'), needs to reply, and output the result to a corresponding `convXXX_classification.json` file for each conversation.

Since I cannot ask questions, I will proceed by first finding all the relevant input files and then developing a plan to process them sequentially, as file operations must be done one by one or in batches where order doesn't matter (like file reading).

Here is my plan:
1.  Use `glob` to find all `convXXX.json` files in the current directory.
2.  Iterate through each found file. For each file:
    a. Read the content of the `convXXX.json` file using the `read` tool.
    b. Parse the JSON content to extract messages, sender IDs, and mentions.
    c. Apply the classification rules using the known user context (User ID: 4, Team: reflector team).
    d. Use the `write` tool to create the `convXXX_classification.json` file with the determined `need_reply` status and `reason`.

I will start by finding the input files.

INFO  2026-01-23T15:13:05 +54ms service=bus type=message.part.updated publishing
|  Glob     app/input
INFO  2026-01-23T15:13:05 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:05 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:05 +20ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:05 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:05 +0ms service=session.prompt step=1 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:05 +10ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:05 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=true agent=title stream
INFO  2026-01-23T15:13:05 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:05 +1ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:05 +5ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:05 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:05 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:05 +1ms service=tool.registry status=started read
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-23T15:13:05 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-23T15:13:05 +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  2026-01-23T15:13:05 +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  2026-01-23T15:13:05 +1ms service=tool.registry status=completed duration=1 task
INFO  2026-01-23T15:13:05 +8ms service=session.prompt status=completed duration=10 resolveTools
INFO  2026-01-23T15:13:05 +15ms service=session.processor process
INFO  2026-01-23T15:13:05 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:05 +19ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:06 +501ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +25ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +64ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +212ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +44ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +4ms 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  2026-01-23T15:13:06 +7ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:06 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +49ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-01-23T15:13:06 +1ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv2.json read
INFO  2026-01-23T15:13:06 +33ms service=bus type=message.part.updated publishing

First, I will read the contents of `conv2.json` to begin the analysis. I will read all files sequentially to ensure I can write the output files in a controlled manner.

INFO  2026-01-23T15:13:06 +2ms service=bus type=message.part.updated publishing
|  Read     app/input/conv2.json
INFO  2026-01-23T15:13:06 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:06 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:06 +13ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:06 +1ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:06 +0ms service=session.prompt step=2 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:06 +7ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:06 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=true agent=title stream
INFO  2026-01-23T15:13:06 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:06 +1ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:06 +22ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:06 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:06 +3ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:06 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:06 +1ms service=tool.registry status=started task
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-01-23T15:13:06 +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  2026-01-23T15:13:06 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-23T15:13:06 +0ms service=tool.registry status=completed duration=0 task
INFO  2026-01-23T15:13:06 +2ms service=session.prompt status=completed duration=6 resolveTools
INFO  2026-01-23T15:13:06 +1ms service=session.processor process
INFO  2026-01-23T15:13:06 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:06 +5ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:07 +560ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +69ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +32ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +101ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +148ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:07 +147ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +274ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +13ms 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  2026-01-23T15:13:08 +0ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:08 +1ms service=bus type=file.edited publishing
INFO  2026-01-23T15:13:08 +0ms service=format file=/app/input/conv2_classification.json formatting
INFO  2026-01-23T15:13:08 +4ms service=format name=zig ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=air ext=.json checking
INFO  2026-01-23T15:13:08 +1ms service=format name=prettier ext=.json checking
INFO  2026-01-23T15:13:08 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +28ms service=format name=oxfmt ext=.json checking
INFO  2026-01-23T15:13:08 +4ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=mix ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=dart ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-23T15:13:08 +0ms service=format name=biome ext=.json checking
INFO  2026-01-23T15:13:08 +13ms service=bus type=message.part.updated publishing

For `conv2.json`:
- **User Context**: User ID 4 (Mathieu Virbel), Team: reflector team.
- **Mentions**: `@*reflectors*` is mentioned. This refers to the 'reflector team'.
- **Last Message Sender**: Sender ID "17".
- **Rules Check**:
    1. User mentioned? No, User ID 4 is not mentioned explicitly.
    2. Team mentioned? **Yes**, `@*reflectors*` is mentioned. This satisfies rule 2.
- **Conclusion**: The user needs to reply because their team was mentioned in the last (and only) message.

I will now write the classification file for `conv2.json`.

INFO  2026-01-23T15:13:08 +16ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv2_classification.json read
INFO  2026-01-23T15:13:08 +1ms service=lsp file=/app/input/conv2_classification.json touching file
INFO  2026-01-23T15:13:08 +3ms service=bus type=message.part.updated publishing
|  Write    app/input/conv2_classification.json
INFO  2026-01-23T15:13:08 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:08 +12ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:08 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:08 +0ms service=session.prompt step=3 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:08 +37ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:08 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=true agent=title stream
INFO  2026-01-23T15:13:08 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:08 +0ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:08 +7ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:08 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=started question
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=started read
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:08 +2ms service=tool.registry status=completed duration=6 invalid
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=5 question
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=4 read
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=3 glob
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=3 grep
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=3 edit
INFO  2026-01-23T15:13:08 +1ms service=tool.registry status=completed duration=4 write
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=3 webfetch
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=3 todowrite
INFO  2026-01-23T15:13:08 +5ms service=tool.registry status=completed duration=8 todoread
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=11 bash
INFO  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=8 skill
INFO  2026-01-23T15:13:08 +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  2026-01-23T15:13:08 +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  2026-01-23T15:13:08 +0ms service=tool.registry status=completed duration=9 task
INFO  2026-01-23T15:13:08 +2ms service=session.prompt status=completed duration=15 resolveTools
INFO  2026-01-23T15:13:08 +5ms service=session.summary title=Classify conversation reply needs title
INFO  2026-01-23T15:13:08 +2ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:08 +24ms service=session.processor process
INFO  2026-01-23T15:13:08 +2ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:08 +12ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:08 +93ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:08 +467ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:08 +58ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +88ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +0ms 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  2026-01-23T15:13:09 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:09 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +18ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-01-23T15:13:09 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv4.json read
INFO  2026-01-23T15:13:09 +16ms service=bus type=message.part.updated publishing

Next, I will analyze `conv4.json`.

INFO  2026-01-23T15:13:09 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv4.json
INFO  2026-01-23T15:13:09 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:09 +13ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:09 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:09 +0ms service=session.prompt step=4 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:09 +23ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:09 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:09 +0ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:09 +3ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:09 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:09 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:09 +7ms service=tool.registry status=started read
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:09 +1ms service=tool.registry status=completed duration=8 invalid
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=8 question
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=8 bash
INFO  2026-01-23T15:13:09 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:09 +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  2026-01-23T15:13:09 +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  2026-01-23T15:13:09 +1ms service=tool.registry status=completed duration=2 task
INFO  2026-01-23T15:13:09 +1ms service=session.prompt status=completed duration=10 resolveTools
INFO  2026-01-23T15:13:09 +36ms service=session.processor process
INFO  2026-01-23T15:13:09 +6ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:09 +22ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:09 +545ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +22ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +56ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:09 +128ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +87ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +160ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +131ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +165ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +6ms 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  2026-01-23T15:13:10 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:10 +1ms service=bus type=file.edited publishing
INFO  2026-01-23T15:13:10 +0ms service=format file=/app/input/conv4_classification.json formatting
INFO  2026-01-23T15:13:10 +4ms service=format name=zig ext=.json checking
INFO  2026-01-23T15:13:10 +1ms service=format name=uv format ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=air ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=mix ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=dart ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=format name=biome ext=.json checking
INFO  2026-01-23T15:13:10 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv4_classification.json read
INFO  2026-01-23T15:13:10 +0ms service=lsp file=/app/input/conv4_classification.json touching file
INFO  2026-01-23T15:13:10 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +3ms service=bus type=message.part.updated publishing
|  Write    app/input/conv4_classification.json
INFO  2026-01-23T15:13:10 +3ms service=bus type=message.part.updated publishing

For `conv4.json`:
- **User Context**: User ID 4 (Mathieu Virbel).
- **Mentions/Recipients**: The conversation is an email where the sender (ID 363) explicitly addresses "Hey Mathieu" and it is sent *to* contact ID "4" (the user).
- **Last Message Sender**: Sender ID "363" (the other party).
- **Rules Check**:
    1. User mentioned? **Yes**, "Hey Mathieu" in content/recipient list.
    3. Last message is from someone else and appears directed at the user? **Yes**, it's a direct request ("Give me a call.").
- **Conclusion**: The user needs to reply.

I will now write the classification file for `conv4.json`.

INFO  2026-01-23T15:13:10 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:10 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:10 +13ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:10 +1ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:10 +0ms service=session.prompt step=5 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:10 +13ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:10 +2ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:10 +0ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:10 +5ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:10 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:10 +1ms service=tool.registry status=started question
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:10 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:10 +1ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-23T15:13:10 +1ms service=tool.registry status=completed duration=2 question
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=2 read
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-23T15:13:10 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-01-23T15:13:10 +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  2026-01-23T15:13:10 +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  2026-01-23T15:13:10 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-23T15:13:10 +2ms service=session.prompt status=completed duration=6 resolveTools
INFO  2026-01-23T15:13:10 +7ms service=session.processor process
INFO  2026-01-23T15:13:10 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:10 +2ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:10 +324ms service=session.summary title=Conversation reply classification task title
INFO  2026-01-23T15:13:10 +0ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +190ms service=session.summary title=Conversation reply detection title
INFO  2026-01-23T15:13:11 +0ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +94ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +27ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +0ms 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  2026-01-23T15:13:11 +0ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:11 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +33ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-01-23T15:13:11 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv5.json read
INFO  2026-01-23T15:13:11 +13ms service=bus type=message.part.updated publishing

Next, I will analyze `conv5.json`.

INFO  2026-01-23T15:13:11 +30ms service=bus type=message.part.updated publishing
|  Read     app/input/conv5.json
INFO  2026-01-23T15:13:11 +7ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:11 +4ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +34ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:11 +0ms service=session.prompt step=6 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:11 +76ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +5ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:11 +1ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:11 +10ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:11 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:11 +3ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:11 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-23T15:13:11 +1ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:11 +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  2026-01-23T15:13:11 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-23T15:13:11 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-23T15:13:11 +1ms service=session.prompt status=completed duration=7 resolveTools
INFO  2026-01-23T15:13:11 +33ms service=session.processor process
INFO  2026-01-23T15:13:11 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:11 +11ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:12 +484ms service=session.summary title=Conversation reply classification title
INFO  2026-01-23T15:13:12 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:12 +146ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +13ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +36ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +102ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +71ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +147ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +116ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:12 +240ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:13 +221ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:13 +1ms 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":"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  2026-01-23T15:13:13 +0ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:13 +0ms service=bus type=file.edited publishing
INFO  2026-01-23T15:13:13 +0ms service=format file=/app/input/conv5_classification.json formatting
INFO  2026-01-23T15:13:13 +0ms service=format name=zig ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=air ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=mix ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=dart ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-23T15:13:13 +0ms service=format name=biome ext=.json checking
INFO  2026-01-23T15:13:13 +1ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv5_classification.json read
INFO  2026-01-23T15:13:13 +0ms service=lsp file=/app/input/conv5_classification.json touching file
INFO  2026-01-23T15:13:13 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:13 +2ms service=bus type=message.part.updated publishing
|  Write    app/input/conv5_classification.json
INFO  2026-01-23T15:13:13 +32ms service=bus type=message.part.updated publishing

For `conv5.json`:
- **User Context**: User ID 4 (Mathieu Virbel).
- **Mentions/Recipients**: The conversation is in the 'social' stream and is a thread about day offs. User ID 4 is listed in `contact_ids` but is not mentioned in the recent messages and is not the sender of the last message.
- **Last Message**: Sender ID "22" (Content: "I'll be taking December 25,26 and 31, also January 1 and 2 off"). This is an update, not a direct question or mention requiring a response from the user.
- **Rules Check**:
    1. User mentioned? No.
    2. Team mentioned? No.
    3. Last message from someone else awaiting a reply? No, it is a status update in a group thread.
- **Conclusion**: The user does not need to reply. The conversation is an information broadcast about time off.

I will now write the classification file for `conv5.json`.

INFO  2026-01-23T15:13:13 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:13 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:13 +10ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:13 +1ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:13 +0ms service=session.prompt step=7 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:13 +16ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:13 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:13 +1ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:13 +6ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:13 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:13 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:13 +3ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:13 +1ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:13 +1ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=5 invalid
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=5 question
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=5 read
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=2 grep
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=5 bash
INFO  2026-01-23T15:13:13 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:13 +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  2026-01-23T15:13:13 +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  2026-01-23T15:13:13 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-01-23T15:13:13 +7ms service=session.prompt status=completed duration=13 resolveTools
INFO  2026-01-23T15:13:13 +22ms service=session.processor process
INFO  2026-01-23T15:13:13 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:13 +6ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:13 +668ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:13 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +67ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +121ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +3ms 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  2026-01-23T15:13:14 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:14 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +2ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-01-23T15:13:14 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv3.json read
INFO  2026-01-23T15:13:14 +1ms service=bus type=message.part.updated publishing
|  Read     app/input/conv3.json
INFO  2026-01-23T15:13:14 +27ms service=bus type=message.part.updated publishing

Next, I will analyze `conv3.json`.

INFO  2026-01-23T15:13:14 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +2ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:14 +7ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:14 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:14 +0ms service=session.prompt step=8 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:14 +38ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:14 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:14 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:14 +1ms service=tool.registry status=started read
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:14 +1ms service=tool.registry status=completed duration=2 invalid
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=2 question
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:14 +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":"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  2026-01-23T15:13:14 +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":"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  2026-01-23T15:13:14 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-23T15:13:14 +6ms service=session.prompt status=completed duration=8 resolveTools
INFO  2026-01-23T15:13:14 +5ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:14 +3ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:14 +1ms service=session.processor process
INFO  2026-01-23T15:13:14 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:14 +9ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:14 +534ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +33ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +30ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:14 +143ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:15 +156ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:15 +184ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:15 +141ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:15 +238ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:15 +265ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:16 +361ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:16 +386ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:16 +174ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +356ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +93ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +148ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +1ms 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  2026-01-23T15:13:17 +2ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:17 +0ms service=bus type=file.edited publishing
INFO  2026-01-23T15:13:17 +1ms service=format file=/app/input/conv3_classification.json formatting
INFO  2026-01-23T15:13:17 +0ms service=format name=zig ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-23T15:13:17 +1ms service=format name=rubocop ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=air ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-23T15:13:17 +1ms service=format name=oxfmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=mix ext=.json checking
INFO  2026-01-23T15:13:17 +1ms service=format name=latexindent ext=.json checking
INFO  2026-01-23T15:13:17 +2ms service=format name=ktlint ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=dart ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=format name=biome ext=.json checking
INFO  2026-01-23T15:13:17 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv3_classification.json read
INFO  2026-01-23T15:13:17 +0ms service=lsp file=/app/input/conv3_classification.json touching file
INFO  2026-01-23T15:13:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +4ms service=bus type=message.part.updated publishing
|  Write    app/input/conv3_classification.json
INFO  2026-01-23T15:13:17 +29ms service=bus type=message.part.updated publishing

For `conv3.json`:
- **User Context**: User ID 4 (Mathieu Virbel).
- **Mentions/Recipients**: User ID 4 is mentioned twice explicitly with `@**Mathieu**` (Messages 40 and 34). The user (ID 4) is also the sender of multiple recent messages, including the last one that seems to acknowledge/confirm something related to a PR and another message mentioning merging a PR.
- **Most Recent Relevant Messages (Reverse Chronological)**:
    1. Message 12 (ID 1649755, Sender 70): "Or can I only do that locally?" (A question, awaiting a reply).
    2. Message 11 (ID 1649754, Sender 70): "How can I do that?" (A question, awaiting a reply).
    3. Message 10 (ID 1649753, Sender 70): "I'd like to see how each model does on my task." (Context setting, awaiting action/answer).
    4. Message 9 (ID 1649751, Sender 4): `@**Nik** https://eval.monadical.io/` (User ID 4 replied).
    5. Message 8 (ID 1649750, Sender 70): "What's the website where we can check all the evals? @**Mathieu**" (User ID 4 explicitly mentioned).
    6. Message 7 (ID 1649745, Sender 4): User ID 4 replied, saying they merged something.
    7. Message 6 (ID 1649744, Sender 70): Provided a PR link to @**Mathieu**.
    8. Message 5 (ID 1649731, Sender 4): User ID 4 replied about a PR tag.
- **Rules Check**:
    1. User mentioned? **Yes**, in message ID 1649750.
    2. Team mentioned? No team mention.
    3. Last message(s) awaiting user response? **Yes**. Messages 1649755, 1649754, and 1649753 (from Sender 70) are direct questions/requests that followed the user's last post (ID 1649751). The flow is: User 70 asks a question -> User 4 answers -> User 70 asks a follow-up question. The user is expected to answer the follow-up.
- **Conclusion**: The user needs to reply based on explicit mentions and subsequent direct questions.

I will now write the classification file for `conv3.json`.

INFO  2026-01-23T15:13:17 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:17 +0ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:17 +12ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:17 +1ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:17 +0ms service=session.prompt step=9 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:17 +76ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:17 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:17 +0ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:17 +4ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:17 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:17 +2ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:17 +1ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:17 +1ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=4 invalid
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=4 question
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=2 read
INFO  2026-01-23T15:13:17 +1ms service=tool.registry status=completed duration=2 glob
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=2 grep
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=2 edit
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=2 write
INFO  2026-01-23T15:13:17 +1ms service=tool.registry status=completed duration=3 webfetch
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=3 todowrite
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=3 todoread
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=6 bash
INFO  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=2 skill
INFO  2026-01-23T15:13:17 +1ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-01-23T15:13:17 +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  2026-01-23T15:13:17 +0ms service=tool.registry status=completed duration=4 task
INFO  2026-01-23T15:13:17 +2ms service=session.prompt status=completed duration=9 resolveTools
INFO  2026-01-23T15:13:17 +14ms service=session.processor process
INFO  2026-01-23T15:13:17 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:17 +11ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:18 +634ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +45ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +81ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +0ms 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  2026-01-23T15:13:18 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:18 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +1ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-01-23T15:13:18 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv1.json read
INFO  2026-01-23T15:13:18 +4ms service=bus type=message.part.updated publishing
|  Read     app/input/conv1.json
INFO  2026-01-23T15:13:18 +5ms service=bus type=message.part.updated publishing

Next, I will analyze `conv1.json`.

INFO  2026-01-23T15:13:18 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:18 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:18 +31ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:18 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:18 +0ms service=session.prompt step=10 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:18 +45ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:18 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:18 +3ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:18 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:18 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:18 +4ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:18 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:18 +1ms service=tool.registry status=started read
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-23T15:13:18 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:18 +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  2026-01-23T15:13:18 +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  2026-01-23T15:13:18 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-23T15:13:18 +9ms service=session.prompt status=completed duration=15 resolveTools
INFO  2026-01-23T15:13:18 +15ms service=session.processor process
INFO  2026-01-23T15:13:18 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:18 +4ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:19 +589ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +19ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +129ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +107ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +101ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +138ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:19 +214ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:20 +224ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:20 +233ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:20 +322ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:20 +152ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +184ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +215ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +184ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +222ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +1ms 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  2026-01-23T15:13:21 +0ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-01-23T15:13:21 +0ms service=bus type=file.edited publishing
INFO  2026-01-23T15:13:21 +0ms service=format file=/app/input/conv1_classification.json formatting
INFO  2026-01-23T15:13:21 +1ms service=format name=zig ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=air ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-23T15:13:21 +1ms service=format name=oxfmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=mix ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=dart ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=cargofmt ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=format name=biome ext=.json checking
INFO  2026-01-23T15:13:21 +0ms service=file.time sessionID=ses_414957fd9ffe6OztT3YbPzR88y file=/app/input/conv1_classification.json read
INFO  2026-01-23T15:13:21 +5ms service=lsp file=/app/input/conv1_classification.json touching file
INFO  2026-01-23T15:13:21 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +12ms service=bus type=message.part.updated publishing
|  Write    app/input/conv1_classification.json
INFO  2026-01-23T15:13:21 +32ms service=bus type=message.part.updated publishing

For `conv1.json`:
- **User Context**: User ID 4 (Mathieu Virbel).
- **Mentions/Recipients**: User ID 4 is explicitly mentioned in message ID 1643055 (`@**Mathieu**`) and message ID 1641637 (`@**Mathieu**`). The user (ID 4) is also mentioned in message ID 1640581 (implied recipient/cc), and message ID 1639999 (`cc @**Mathieu**`). The user is also the sender of messages 1643055 and 1640581.
- **Last Message**: Message ID 16408095 (Timestamp 1765392884) from Sender 15, quoting a message from User 4 (`@_**Mathieu|299** [said]...`). This message *quotes* the user but does not explicitly ask them a question or require a reply.
- **Rules Check**:
    1. User mentioned? **Yes**, user was mentioned in previous messages (e.g., 1643055).
    3. Last message from someone else and appears directed at the user? **No**. The last message quotes the user's previous statement and ends with "Tried this, lovable couldn't do it," which sounds like a conclusion to a side attempt related to the quoted content, rather than an open question directed at the user. However, since the user was explicitly mentioned recently, and the last message quotes them, it suggests they are still engaged.
- **Flow Analysis**: The conversation flow shows the user posted at 1764695788. Sender 16 replied at 1764699211. The latest message is from Sender 15 at 1765392884, quoting user 4 from much earlier (1764195352). Given the gap and the nature of the last message (a report on an attempt related to the user's prior comment), it's less clear-cut than the other two 'true' cases. However, since the user was *very recently* directly addressed/cc'd (1643055), and the conversation is ongoing, the safer assumption is that a response might be expected or the user should confirm the outcome of the quoted attempt.
- **Revisiting Rule 1**: The user was mentioned (ID 1643055) before the last message. The very last message *quotes* the user. The previous messages show the user is a key participant. If the conversation is active, and the last message references the user's contribution, a reply may be expected. I will err on the side of requiring a reply because the user is clearly central to this topic, and the last message references their exact prior words.

- **Conclusion**: The user needs to reply because they are an active participant, were mentioned recently, and the last message explicitly quotes their contribution.

I will now write the classification file for `conv1.json`.

INFO  2026-01-23T15:13:21 +6ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:21 +2ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:21 +15ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:21 +1ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:21 +0ms service=session.prompt step=11 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:21 +58ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:21 +0ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:21 +2ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:21 +14ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:21 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-23T15:13:21 +1ms service=tool.registry status=started invalid
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started question
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started bash
INFO  2026-01-23T15:13:21 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started read
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started glob
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started grep
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started edit
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started write
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started task
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started webfetch
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started todowrite
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started todoread
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=started skill
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=0 invalid
INFO  2026-01-23T15:13:21 +1ms service=tool.registry status=completed duration=1 question
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-23T15:13:21 +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":"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  2026-01-23T15:13:21 +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":"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  2026-01-23T15:13:21 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-23T15:13:21 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-23T15:13:21 +15ms service=session.processor process
INFO  2026-01-23T15:13:21 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_414957fd9ffe6OztT3YbPzR88y small=false agent=build stream
INFO  2026-01-23T15:13:21 +9ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:22 +535ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +59ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +91ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +79ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +95ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +43ms service=bus type=message.part.updated publishing

I have analyzed all found conversation files (`conv1.json`, `conv2.json`, `conv3.json`, `conv4.json`, `conv5.json`) and written their corresponding classification files.

**Summary of Results:**
- `conv1_classification.json`: `need_reply: true`
- `conv2_classification.json`: `need_reply: true`
- `conv3_classification.json`: `need_reply: true`
- `conv4_classification.json`: `need_reply: true`
- `conv5_classification.json`: `need_reply: false`

I am finished with the task.

INFO  2026-01-23T15:13:22 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-23T15:13:22 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:22 +3ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:22 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:22 +0ms service=session.prompt step=12 sessionID=ses_414957fd9ffe6OztT3YbPzR88y loop
INFO  2026-01-23T15:13:22 +32ms service=session.prompt sessionID=ses_414957fd9ffe6OztT3YbPzR88y exiting loop
INFO  2026-01-23T15:13:22 +1ms service=session.compaction pruning
INFO  2026-01-23T15:13:22 +1ms service=bus type=message.updated publishing
INFO  2026-01-23T15:13:22 +1ms service=bus type=session.updated publishing
INFO  2026-01-23T15:13:22 +0ms service=bus type=session.diff publishing
INFO  2026-01-23T15:13:22 +8ms service=session.prompt sessionID=ses_414957fd9ffe6OztT3YbPzR88y cancel
INFO  2026-01-23T15:13:22 +0ms service=bus type=session.status publishing
INFO  2026-01-23T15:13:22 +0ms service=bus type=session.idle publishing
INFO  2026-01-23T15:13:22 +1ms service=default directory=/app/input disposing instance
INFO  2026-01-23T15:13:22 +1ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-01-23T15:13:22 +1ms service=state key=/app/input state disposal completed
--- Initial command finished (exit code: 0) ---
--- no_shell=true, exiting container without starting shell ---
Command execution complete. Container has exited.
Session has been cleaned up.