/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_20260208_150124/task12_need_reply/openrouter-anthropic-claude-haiku-4.5/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: fa5291b9
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 154 models to OpenCode configuration
Added openrouter standard provider with 345 models to OpenCode configuration
Set default model to openrouter/anthropic/claude-haiku-4.5
Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers
No MCP servers to integrate
--- Executing initial command ---
Executing user command:
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

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

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

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

## User Context

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

## Task

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

### Input Format

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

### Output Format

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

### Classification Rules

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

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

### Important Notes

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

PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user.
--- TASK END ---
INFO  2026-02-08T15:13:11 +808ms service=default version=1.1.51 args=["run","--print-logs"] opencode
INFO  2026-02-08T15:13:11 +13ms service=default directory=/app/input creating instance
INFO  2026-02-08T15:13:11 +1ms service=project directory=/app/input fromDirectory
INFO  2026-02-08T15:13:11 +20ms service=storage index=0 running migration
INFO  2026-02-08T15:13:11 +14ms service=storage index=1 running migration
INFO  2026-02-08T15:13:11 +11ms service=default directory=/app/input bootstrapping
INFO  2026-02-08T15:13:11 +27ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-02-08T15:13:11 +46ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-02-08T15:13:11 +5ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-02-08T15:13:11 +9ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2026-02-08T15:13:12 +673ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.51

3 packages installed [658.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-02-08T15:13:12 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running
INFO  2026-02-08T15:13:12 +12ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [5.00ms]
 stderr= done
INFO  2026-02-08T15:13:12 +14ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-02-08T15:13:12 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin
INFO  2026-02-08T15:13:12 +0ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin
INFO  2026-02-08T15:13:12 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution
INFO  2026-02-08T15:13:12 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.13"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-02-08T15:13:13 +587ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-anthropic-auth@0.0.13

13 packages installed [575.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
INFO  2026-02-08T15:13:13 +57ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin
INFO  2026-02-08T15:13:13 +0ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution
INFO  2026-02-08T15:13:13 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","@gitlab/opencode-gitlab-auth@1.3.2"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-02-08T15:13:14 +963ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

+ opencode-anthropic-auth@0.0.13

installed @gitlab/opencode-gitlab-auth@1.3.2

77 packages installed [945.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [247]
Saved lockfile
 done
INFO  2026-02-08T15:13:14 +131ms service=bus type=* subscribing
INFO  2026-02-08T15:13:14 +0ms service=bus type=session.updated subscribing
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INFO  2026-02-08T15:13:14 +2ms 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  2026-02-08T15:13:14 +8ms service=scheduler id=snapshot.cleanup run
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INFO  2026-02-08T15:13:14 +1ms service=bus type=command.executed subscribing
INFO  2026-02-08T15:13:14 +43ms service=server method=POST path=/session request
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INFO  2026-02-08T15:13:14 +4ms service=session id=ses_3c22f9781ffesDYK3wRyL4EoJu slug=witty-engine version=1.1.51 projectID=global directory=/app/input title=New session - 2026-02-08T15:13:14.366Z permission=[{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] time={"created":1770563594366,"updated":1770563594366} created
INFO  2026-02-08T15:13:14 +5ms service=bus type=session.created publishing
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INFO  2026-02-08T15:13:14 +32ms service=provider providerID=openrouter found
INFO  2026-02-08T15:13:14 +0ms service=provider providerID=opencode found
INFO  2026-02-08T15:13:14 +0ms service=provider providerID=litellm found
INFO  2026-02-08T15:13:14 +0ms service=provider status=completed duration=99 state
INFO  2026-02-08T15:13:14 +8ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=true agent=title mode=primary stream
INFO  2026-02-08T15:13:14 +2ms service=provider status=started providerID=openrouter getSDK
INFO  2026-02-08T15:13:14 +0ms service=provider providerID=openrouter pkg=@openrouter/ai-sdk-provider using bundled provider
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INFO  2026-02-08T15:13:14 +2ms service=session.prompt status=started resolveTools

> build �� anthropic/claude-haiku-4.5

INFO  2026-02-08T15:13:14 +28ms service=tool.registry status=started invalid
INFO  2026-02-08T15:13:14 +0ms service=tool.registry status=started question
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INFO  2026-02-08T15:13:14 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:14 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:14 +1ms service=tool.registry status=completed duration=4 task
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INFO  2026-02-08T15:13:14 +10ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:14 +13ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=true agent=title mode=primary stream
INFO  2026-02-08T15:13:14 +1ms service=bus type=session.updated publishing
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INFO  2026-02-08T15:13:14 +6ms service=session.processor process
INFO  2026-02-08T15:13:14 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:14 +9ms service=bus type=session.status publishing
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INFO  2026-02-08T15:13:16 +143ms service=session.summary title=Reply classification task setup title
INFO  2026-02-08T15:13:16 +1ms service=bus type=message.updated publishing
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INFO  2026-02-08T15:13:16 +297ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:16 +59ms service=bus type=message.part.updated publishing
I'll analyze the conversation files and create classification files for each one. Let me start by exploring the current directory to find all conversation files.

INFO  2026-02-08T15:13:16 +85ms service=permission permission=bash pattern=ls -la /app/input ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:16 +1ms service=permission permission=bash pattern=ls -la /app/input action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:16 +24ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:16 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:16 +13ms service=bus type=message.part.updated publishing
$ ls -la /app/input
total 48
drwxrwxr-x 2 cubbi cubbi  4096 Dec 16 22:37 .
drwxr-xr-x 3 cubbi cubbi  4096 Feb  8 15:13 ..
-rw-rw-r-- 1 cubbi cubbi  9914 Dec 16 22:37 conv1.json
-rw-rw-r-- 1 cubbi cubbi  2337 Dec 16 22:37 conv2.json
-rw-rw-r-- 1 cubbi cubbi  7706 Dec 16 22:37 conv3.json
-rw-rw-r-- 1 cubbi cubbi   877 Dec 16 22:37 conv4.json
-rw-rw-r-- 1 cubbi cubbi 11913 Dec 16 22:37 conv5.json

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INFO  2026-02-08T15:13:16 +1ms service=session.prompt status=started resolveTools
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=started invalid
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INFO  2026-02-08T15:13:16 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
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INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-08T15:13:16 +1ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-02-08T15:13:16 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-08T15:13:16 +1ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:16 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:16 +3ms service=tool.registry status=completed duration=2 task
INFO  2026-02-08T15:13:16 +6ms service=session.prompt status=completed duration=12 resolveTools
INFO  2026-02-08T15:13:16 +18ms service=session.processor process
INFO  2026-02-08T15:13:16 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:16 +30ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:17 +872ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +148ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:17 +84ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +227ms service=permission permission=read pattern=/app/input/conv1.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:18 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:18 +5ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +14ms service=lsp file=/app/input/conv1.json touching file
INFO  2026-02-08T15:13:18 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv1.json read
INFO  2026-02-08T15:13:18 +7ms service=bus type=message.part.updated publishing
��� Read conv1.json
INFO  2026-02-08T15:13:18 +113ms service=permission permission=read pattern=/app/input/conv2.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:18 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +2ms service=lsp file=/app/input/conv2.json touching file
INFO  2026-02-08T15:13:18 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv2.json read
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.part.updated publishing
��� Read conv2.json
INFO  2026-02-08T15:13:18 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +118ms service=permission permission=read pattern=/app/input/conv3.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:18 +1ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +16ms service=lsp file=/app/input/conv3.json touching file
INFO  2026-02-08T15:13:18 +3ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv3.json read
INFO  2026-02-08T15:13:18 +2ms service=bus type=message.part.updated publishing
��� Read conv3.json
INFO  2026-02-08T15:13:18 +85ms service=permission permission=read pattern=/app/input/conv4.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:18 +1ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:18 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +19ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +1ms service=lsp file=/app/input/conv4.json touching file
INFO  2026-02-08T15:13:18 +0ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv4.json read
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.part.updated publishing
��� Read conv4.json
INFO  2026-02-08T15:13:18 +78ms service=permission permission=read pattern=/app/input/conv5.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:18 +0ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +6ms service=lsp file=/app/input/conv5.json touching file
INFO  2026-02-08T15:13:18 +0ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv5.json read
INFO  2026-02-08T15:13:18 +2ms service=bus type=message.part.updated publishing
��� Read conv5.json
INFO  2026-02-08T15:13:18 +11ms service=bus type=message.part.updated publishing

Now I'll read all the conversation files to analyze them:

INFO  2026-02-08T15:13:18 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:18 +1ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:18 +24ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:18 +2ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:18 +1ms service=session.prompt step=2 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu loop
INFO  2026-02-08T15:13:18 +7ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:18 +1ms service=bus type=session.updated publishing
INFO  2026-02-08T15:13:18 +2ms service=bus type=session.diff publishing
INFO  2026-02-08T15:13:18 +12ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:18 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-08T15:13:18 +4ms service=tool.registry status=started invalid
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started question
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started bash
INFO  2026-02-08T15:13:18 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-08T15:13:18 +1ms service=tool.registry status=started read
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started glob
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started grep
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started edit
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started write
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started task
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started webfetch
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started todowrite
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=started skill
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-08T15:13:18 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-08T15:13:18 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:18 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:18 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-02-08T15:13:18 +2ms service=session.prompt status=completed duration=8 resolveTools
INFO  2026-02-08T15:13:18 +15ms service=session.processor process
INFO  2026-02-08T15:13:18 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:18 +8ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:19 +1157ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:19 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:19 +39ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:19 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +38ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +16ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +29ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +18ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +29ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +78ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +53ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:20 +207ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:21 +1153ms service=permission permission=todowrite pattern=* ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:21 +0ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:21 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:21 +1ms service=bus type=todo.updated publishing
INFO  2026-02-08T15:13:21 +7ms service=bus type=message.part.updated publishing
# Todos
[ ] Analyze conv1.json and create classification
[ ] Analyze conv2.json and create classification
[ ] Analyze conv3.json and create classification
[ ] Analyze conv4.json and create classification
[ ] Analyze conv5.json and create classification

INFO  2026-02-08T15:13:21 +21ms service=bus type=message.part.updated publishing
Now I'll analyze each conversation and create the classification files. Let me create a plan:

INFO  2026-02-08T15:13:21 +5ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:21 +1ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:21 +27ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:21 +1ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:21 +0ms service=session.prompt step=3 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu loop
INFO  2026-02-08T15:13:21 +18ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:21 +6ms service=bus type=session.updated publishing
INFO  2026-02-08T15:13:21 +1ms service=bus type=session.diff publishing
INFO  2026-02-08T15:13:21 +10ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:21 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-08T15:13:21 +1ms service=tool.registry status=started invalid
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started question
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started bash
INFO  2026-02-08T15:13:21 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-08T15:13:21 +1ms service=tool.registry status=started read
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started glob
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started grep
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started edit
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started write
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started task
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started webfetch
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started todowrite
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=started skill
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-08T15:13:21 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-08T15:13:21 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:21 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:21 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-02-08T15:13:21 +1ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-02-08T15:13:21 +4ms service=session.processor process
INFO  2026-02-08T15:13:21 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:21 +27ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:22 +1162ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:22 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:23 +94ms service=bus type=message.part.updated publishing
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INFO  2026-02-08T15:13:23 +4ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:23 +0ms service=bus type=message.part.updated publishing
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INFO  2026-02-08T15:13:30 +822ms service=permission permission=edit pattern=app/input/conv1_classification.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:30 +1ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:30 +0ms service=bus type=file.edited publishing
INFO  2026-02-08T15:13:30 +0ms service=format file=/app/input/conv1_classification.json formatting
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INFO  2026-02-08T15:13:30 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv1_classification.json read
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INFO  2026-02-08T15:13:30 +3ms service=bus type=message.part.updated publishing
��� Write conv1_classification.json
Wrote file successfully.

INFO  2026-02-08T15:13:30 +608ms 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:30 +3ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:30 +1ms service=bus type=file.edited publishing
INFO  2026-02-08T15:13:30 +0ms service=format file=/app/input/conv2_classification.json formatting
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INFO  2026-02-08T15:13:30 +0ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv2_classification.json read
INFO  2026-02-08T15:13:30 +0ms service=lsp file=/app/input/conv2_classification.json touching file
INFO  2026-02-08T15:13:30 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:30 +4ms service=bus type=message.part.updated publishing
��� Write conv2_classification.json
Wrote file successfully.

INFO  2026-02-08T15:13:31 +466ms service=permission permission=edit pattern=app/input/conv3_classification.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:31 +0ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:31 +0ms service=bus type=file.edited publishing
INFO  2026-02-08T15:13:31 +0ms service=format file=/app/input/conv3_classification.json formatting
INFO  2026-02-08T15:13:31 +0ms service=format name=zig ext=.json checking
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INFO  2026-02-08T15:13:31 +0ms service=bus type=file.watcher.updated publishing
INFO  2026-02-08T15:13:31 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:31 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv3_classification.json read
INFO  2026-02-08T15:13:31 +0ms service=lsp file=/app/input/conv3_classification.json touching file
INFO  2026-02-08T15:13:31 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:31 +0ms service=bus type=message.part.updated publishing
��� Write conv3_classification.json
Wrote file successfully.

INFO  2026-02-08T15:13:31 +489ms service=permission permission=edit pattern=app/input/conv4_classification.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:31 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:31 +0ms service=bus type=file.edited publishing
INFO  2026-02-08T15:13:31 +0ms service=format file=/app/input/conv4_classification.json formatting
INFO  2026-02-08T15:13:31 +1ms service=format name=zig ext=.json checking
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INFO  2026-02-08T15:13:31 +0ms service=format name=nixfmt ext=.json checking
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INFO  2026-02-08T15:13:31 +0ms service=format name=htmlbeautifier ext=.json checking
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INFO  2026-02-08T15:13:31 +0ms service=bus type=file.watcher.updated publishing
INFO  2026-02-08T15:13:31 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:31 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv4_classification.json read
INFO  2026-02-08T15:13:31 +0ms service=lsp file=/app/input/conv4_classification.json touching file
INFO  2026-02-08T15:13:31 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:31 +1ms service=bus type=message.part.updated publishing
��� Write conv4_classification.json
Wrote file successfully.

INFO  2026-02-08T15:13:32 +564ms service=permission permission=edit pattern=app/input/conv5_classification.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:32 +0ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:32 +0ms service=bus type=file.edited publishing
INFO  2026-02-08T15:13:32 +0ms service=format file=/app/input/conv5_classification.json formatting
INFO  2026-02-08T15:13:32 +1ms service=format name=zig ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=uv ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=terraform ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=standardrb ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=shfmt ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=rustfmt ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=ruff ext=.json checking
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INFO  2026-02-08T15:13:32 +0ms service=format name=air ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=prettier ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=pint ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=ormolu ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=mix ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=latexindent ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=ktlint ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=gofmt ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=gleam ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=dart ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=clang-format ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=format name=biome ext=.json checking
INFO  2026-02-08T15:13:32 +0ms service=bus type=file.watcher.updated publishing
INFO  2026-02-08T15:13:32 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:32 +1ms service=file.time sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu file=/app/input/conv5_classification.json read
INFO  2026-02-08T15:13:32 +0ms service=lsp file=/app/input/conv5_classification.json touching file
INFO  2026-02-08T15:13:32 +5ms service=bus type=message.part.updated publishing
��� Write conv5_classification.json
Wrote file successfully.

INFO  2026-02-08T15:13:32 +25ms service=bus type=message.part.updated publishing
**Analyzing conv1.json:**
- Title: "ExternalAI - LLM hosting economics"
- User is Mathieu (ID: 4)
- Last message (ID 1648095) is from contact 15 (NOT the user)
- The user is mentioned in the most recent message: "@_**Mathieu|299**"
- There's a direct reply to Mathieu from contact 15
- **Classification: need_reply = true** (user is directly mentioned in recent messages)

**Analyzing conv2.json:**
- Title: "reflector - durable workflow"
- User is Mathieu (ID: 4)
- Only one message from contact 17
- The message mentions "@*reflectors*" (the reflector team that Mathieu belongs to)
- This is asking for thoughts/feedback on a proposal
- **Classification: need_reply = true** (team is mentioned and question is directed at the team)

**Analyzing conv3.json:**
- Title: "InternalAI - PR"
- User is Mathieu (ID: 4)
- Most recent message (ID 1649755) is from contact 70 asking "Or can I only do that locally?"
- Looking back, contact 70 asked "@**Mathieu**" in message 1649750 but Mathieu already replied in 1649751
- The most recent messages (1649755, 1649754, 1649753) from contact 70 seem to be follow-up questions continuing a conversation
- However, Mathieu did provide an answer (1649751), and now contact 70 is asking a follow-up
- **Classification: need_reply = true** (contact 70 is asking follow-up questions that appear to require clarification)

**Analyzing conv4.json:**
- Title: "Hey !"
- This is an email message
- From: contact 363, To: user (contact 4 - Mathieu)
- Content: "Hey Mathieu I have a business opportunities that we should absolutely talk about. Give me a call."
- This is a direct message to the user asking for action (a call)
- **Classification: need_reply = true** (directly addressed to user with action request)

**Analyzing conv5.json:**
- Title: "social - day off"
- This is a thread about people announcing their time off
- Multiple participants announcing their vacation dates
- User (Mathieu with ID 4) is NOT mentioned anywhere
- The user did NOT send any messages in this thread
- No direct questions or actions directed at the user
- **Classification: need_reply = false** (informational thread not involving the user)

Now I'll create the classification files:

INFO  2026-02-08T15:13:32 +4ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:32 +1ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:32 +11ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:32 +0ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:32 +0ms service=session.prompt step=4 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu loop
INFO  2026-02-08T15:13:32 +17ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:32 +2ms service=bus type=session.updated publishing
INFO  2026-02-08T15:13:32 +6ms service=bus type=session.diff publishing
INFO  2026-02-08T15:13:32 +13ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:32 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-08T15:13:32 +1ms service=tool.registry status=started invalid
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started question
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started bash
INFO  2026-02-08T15:13:32 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started read
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started glob
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started grep
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started edit
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started write
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started task
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started webfetch
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started todowrite
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=started skill
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=0 invalid
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=0 question
INFO  2026-02-08T15:13:32 +1ms service=tool.registry status=completed duration=1 read
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-08T15:13:32 +1ms service=tool.registry status=completed duration=2 skill
INFO  2026-02-08T15:13:32 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:32 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:32 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-02-08T15:13:32 +2ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-02-08T15:13:32 +28ms service=session.processor process
INFO  2026-02-08T15:13:32 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:32 +21ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:33 +1187ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:33 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +137ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +133ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:34 +77ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:35 +1196ms service=permission permission=todowrite pattern=* ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate
INFO  2026-02-08T15:13:35 +0ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-08T15:13:35 +3ms service=bus type=todo.updated publishing
INFO  2026-02-08T15:13:35 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:35 +12ms service=bus type=message.part.updated publishing
# Todos
[x] Analyze conv1.json and create classification
[x] Analyze conv2.json and create classification
[x] Analyze conv3.json and create classification
[x] Analyze conv4.json and create classification
[x] Analyze conv5.json and create classification

INFO  2026-02-08T15:13:35 +19ms service=bus type=message.part.updated publishing
Now let me mark all tasks as completed:

INFO  2026-02-08T15:13:35 +5ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:35 +1ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:35 +15ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:35 +0ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:35 +0ms service=session.prompt step=5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu loop
INFO  2026-02-08T15:13:35 +32ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:35 +1ms service=bus type=session.updated publishing
INFO  2026-02-08T15:13:35 +1ms service=bus type=session.diff publishing
INFO  2026-02-08T15:13:35 +3ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:35 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started invalid
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started question
INFO  2026-02-08T15:13:35 +1ms service=tool.registry status=started bash
INFO  2026-02-08T15:13:35 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-08T15:13:35 +2ms service=tool.registry status=started read
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started glob
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started grep
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started edit
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started write
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started task
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started webfetch
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started todowrite
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=started skill
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=3 invalid
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=3 question
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-08T15:13:35 +1ms service=tool.registry status=completed duration=3 bash
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-02-08T15:13:35 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:35 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-08T15:13:35 +0ms service=tool.registry status=completed duration=2 task
INFO  2026-02-08T15:13:35 +3ms service=session.prompt status=completed duration=8 resolveTools
INFO  2026-02-08T15:13:35 +18ms service=session.processor process
INFO  2026-02-08T15:13:35 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu small=false agent=build mode=primary stream
INFO  2026-02-08T15:13:35 +18ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:37 +1781ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +188ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +23ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +12ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +44ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +38ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +16ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +21ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +43ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +10ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +95ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +7ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:37 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +31ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +20ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +16ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +38ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +14ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +32ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +91ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +19ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +25ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +76ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +27ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +71ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +51ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +26ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +17ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +56ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +34ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +39ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +23ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +33ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +19ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:38 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:39 +38ms service=bus type=message.part.updated publishing
Done! I've analyzed all 5 conversation files and created corresponding classification files. Here's a summary:

| File | Need Reply | Reason |
|------|-----------|--------|
| **conv1** | ��� Yes | User directly mentioned in recent message about LLM hosting economics |
| **conv2** | ��� Yes | Reflector team mentioned; asking for feedback on durable workflow proposal |
| **conv3** | ��� Yes | Follow-up questions requiring clarification on eval website usage |
| **conv4** | ��� Yes | Direct email requesting a call about business opportunities |
| **conv5** | ��� No | Informational vacation thread not involving the user |

All classification files have been created in `/app/input/`:
- `conv1_classification.json`
- `conv2_classification.json`
- `conv3_classification.json`
- `conv4_classification.json`
- `conv5_classification.json`

INFO  2026-02-08T15:13:39 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-08T15:13:39 +1ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:39 +5ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:39 +8ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:39 +0ms service=session.prompt step=6 sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu loop
INFO  2026-02-08T15:13:39 +30ms service=bus type=message.updated publishing
INFO  2026-02-08T15:13:39 +3ms service=bus type=session.updated publishing
INFO  2026-02-08T15:13:39 +1ms service=bus type=session.diff publishing
INFO  2026-02-08T15:13:39 +4ms service=session.prompt sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu exiting loop
INFO  2026-02-08T15:13:39 +2ms service=session.compaction pruning
INFO  2026-02-08T15:13:39 +10ms service=session.prompt sessionID=ses_3c22f9781ffesDYK3wRyL4EoJu cancel
INFO  2026-02-08T15:13:39 +0ms service=bus type=session.status publishing
INFO  2026-02-08T15:13:39 +0ms service=bus type=session.idle publishing
INFO  2026-02-08T15:13:39 +2ms service=default directory=/app/input disposing instance
INFO  2026-02-08T15:13:39 +0ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-02-08T15:13:39 +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.