/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_20251218_150015/task12_need_reply/openrouter-anthropic-claude-sonnet-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 79bdb7c5 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 145 models to OpenCode configuration Added openrouter standard provider with 349 models to OpenCode configuration Set default model to openrouter/anthropic/claude-sonnet-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 2025-12-18T15:30:08 +433ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-18T15:30:08 +2ms service=default directory=/app/input creating instance INFO 2025-12-18T15:30:08 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-18T15:30:08 +5ms service=storage index=0 running migration ERROR 2025-12-18T15:30:08 +1ms service=storage index=0 failed to run migration INFO 2025-12-18T15:30:08 +1ms service=storage index=1 running migration INFO 2025-12-18T15:30:08 +3ms service=default directory=/app/input bootstrapping INFO 2025-12-18T15:30:08 +8ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-18T15:30:08 +23ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-18T15:30:08 +0ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-18T15:30:08 +9ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.155","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-12-18T15:30:08 +367ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [356.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-18T15:30:08 +6ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-18T15:30:08 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-18T15:30:08 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-18T15:30:08 +70ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [64.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-18T15:30:08 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-18T15:30:08 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-18T15:30:08 +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@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-18T15:30:09 +652ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [642.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-12-18T15:30:09 +35ms service=bus type=* subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=session.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=message.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=session.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=message.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-18T15:30:09 +0ms service=bus type=session.diff subscribing INFO 2025-12-18T15:30:09 +0ms service=format init INFO 2025-12-18T15:30:09 +0ms service=bus type=file.edited subscribing INFO 2025-12-18T15:30:09 +1ms service=lsp serverIds=deno, typescript, vue, eslint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php intelephense, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam enabled LSP servers INFO 2025-12-18T15:30:09 +2ms service=bus type=command.executed subscribing INFO 2025-12-18T15:30:09 +49ms service=server method=POST path=/session request INFO 2025-12-18T15:30:09 +0ms service=server status=started method=POST path=/session request INFO 2025-12-18T15:30:09 +3ms service=session id=ses_4cdeaca5bffeKDxvW7cvwfzk1r version=1.0.155 projectID=global directory=/app/input title=New session - 2025-12-18T15:30:09.444Z time={"created":1766071809444,"updated":1766071809444} created INFO 2025-12-18T15:30:09 +9ms service=bus type=session.created publishing INFO 2025-12-18T15:30:09 +0ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:09 +2ms service=server status=completed duration=14 method=POST path=/session request INFO 2025-12-18T15:30:09 +1ms service=server method=GET path=/config request INFO 2025-12-18T15:30:09 +0ms service=server status=started method=GET path=/config request INFO 2025-12-18T15:30:09 +2ms service=server status=completed duration=2 method=GET path=/config request INFO 2025-12-18T15:30:09 +4ms service=server method=GET path=/event request INFO 2025-12-18T15:30:09 +0ms service=server status=started method=GET path=/event request INFO 2025-12-18T15:30:09 +1ms service=server event connected INFO 2025-12-18T15:30:09 +3ms service=bus type=* subscribing INFO 2025-12-18T15:30:09 +1ms service=server status=completed duration=5 method=GET path=/event request INFO 2025-12-18T15:30:09 +8ms service=server method=POST path=/session/ses_4cdeaca5bffeKDxvW7cvwfzk1r/message request INFO 2025-12-18T15:30:09 +0ms service=server status=started method=POST path=/session/ses_4cdeaca5bffeKDxvW7cvwfzk1r/message request INFO 2025-12-18T15:30:09 +5ms service=server status=completed duration=5 method=POST path=/session/ses_4cdeaca5bffeKDxvW7cvwfzk1r/message request INFO 2025-12-18T15:30:09 +11ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:09 +4ms service=provider status=started state INFO 2025-12-18T15:30:09 +5ms service=models.dev file={} refreshing INFO 2025-12-18T15:30:09 +16ms service=provider init INFO 2025-12-18T15:30:09 +4ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:09 +2ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:09 +2ms service=bus type=session.status publishing INFO 2025-12-18T15:30:09 +1ms service=session.prompt step=0 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r loop INFO 2025-12-18T15:30:09 +9ms service=provider providerID=openrouter found INFO 2025-12-18T15:30:09 +0ms service=provider providerID=opencode found INFO 2025-12-18T15:30:09 +0ms service=provider providerID=litellm found INFO 2025-12-18T15:30:09 +0ms service=provider status=completed duration=39 state INFO 2025-12-18T15:30:09 +6ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=true agent=title stream INFO 2025-12-18T15:30:09 +1ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-18T15:30:09 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2025-12-18T15:30:09 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-12-18T15:30:09 +1ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:09 +2ms service=session.prompt status=started resolveTools INFO 2025-12-18T15:30:09 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=true agent=title params={"options":{}} params INFO 2025-12-18T15:30:09 +18ms service=tool.registry status=started invalid INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started bash INFO 2025-12-18T15:30:09 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started read INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started glob INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started grep INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started list INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started edit INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started write INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started task INFO 2025-12-18T15:30:09 +1ms service=tool.registry status=started webfetch INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started todowrite INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=started todoread INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=2 invalid INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=2 bash INFO 2025-12-18T15:30:09 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-18T15:30:09 +6ms service=session.prompt status=completed duration=28 resolveTools INFO 2025-12-18T15:30:09 +14ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:09 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=true agent=title stream INFO 2025-12-18T15:30:09 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=true agent=title params={"options":{}} params INFO 2025-12-18T15:30:09 +6ms service=session.processor process INFO 2025-12-18T15:30:09 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build stream INFO 2025-12-18T15:30:09 +0ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-18T15:30:09 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-12-18T15:30:09 +2ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build params={"options":{}} params INFO 2025-12-18T15:30:09 +1ms service=bus type=session.status publishing INFO 2025-12-18T15:30:09 +2ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:09 +6ms service=bus type=session.diff publishing ERROR 2025-12-18T15:30:10 +853ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:10 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:10 +124ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:10 +46ms service=session.summary title=Classification task setup for conversations title INFO 2025-12-18T15:30:10 +1ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:10 +105ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:10 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:10 +208ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:11 +94ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +43ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +202ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:11 +43ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:11 +255ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:11 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:12 +873ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:12 +13ms service=bus type=message.part.updated publishing |  List app/input INFO 2025-12-18T15:30:12 +42ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:12 +4ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:12 +1ms service=bus type=message.updated publishing I'll help you 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 2025-12-18T15:30:12 +8ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:12 +1ms service=bus type=session.status publishing INFO 2025-12-18T15:30:12 +0ms service=session.prompt step=1 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r loop INFO 2025-12-18T15:30:12 +2ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:12 +1ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:12 +1ms service=bus type=session.diff publishing INFO 2025-12-18T15:30:12 +5ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:12 +0ms service=session.prompt status=started resolveTools INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started invalid INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started bash INFO 2025-12-18T15:30:12 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-18T15:30:12 +1ms service=tool.registry status=started read INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started glob INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started grep INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started list INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started edit INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started write INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started task INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started webfetch INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started todowrite INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=started todoread INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-18T15:30:12 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-18T15:30:12 +1ms service=tool.registry status=completed duration=1 task INFO 2025-12-18T15:30:12 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-18T15:30:12 +7ms service=session.processor process INFO 2025-12-18T15:30:12 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build stream INFO 2025-12-18T15:30:12 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build params={"options":{}} params INFO 2025-12-18T15:30:12 +5ms service=bus type=session.status publishing ERROR 2025-12-18T15:30:13 +906ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:13 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:13 +332ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:13 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:13 +9ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:13 +183ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +112ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +144ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +354ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +4ms service=lsp file=/app/input/conv1.json touching file INFO 2025-12-18T15:30:14 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv1.json read INFO 2025-12-18T15:30:14 +5ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json ERROR 2025-12-18T15:30:14 +189ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:14 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:14 +164ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:14 +2ms service=lsp file=/app/input/conv2.json touching file INFO 2025-12-18T15:30:14 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv2.json read INFO 2025-12-18T15:30:14 +6ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2025-12-18T15:30:14 +8ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +253ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +2ms service=lsp file=/app/input/conv3.json touching file INFO 2025-12-18T15:30:15 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv3.json read INFO 2025-12-18T15:30:15 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2025-12-18T15:30:15 +350ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +2ms service=lsp file=/app/input/conv4.json touching file INFO 2025-12-18T15:30:15 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv4.json read INFO 2025-12-18T15:30:15 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2025-12-18T15:30:15 +251ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +2ms service=lsp file=/app/input/conv5.json touching file INFO 2025-12-18T15:30:15 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv5.json read INFO 2025-12-18T15:30:15 +3ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2025-12-18T15:30:15 +15ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:15 +0ms service=bus type=message.updated publishing Now let me read all the conversation files to analyze them: INFO 2025-12-18T15:30:15 +8ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:15 +1ms service=bus type=session.status publishing INFO 2025-12-18T15:30:15 +0ms service=session.prompt step=2 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r loop INFO 2025-12-18T15:30:15 +3ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:15 +1ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:15 +0ms service=bus type=session.diff publishing INFO 2025-12-18T15:30:15 +5ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:15 +0ms service=session.prompt status=started resolveTools INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started invalid INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started bash INFO 2025-12-18T15:30:15 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started read INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started glob INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started grep INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started list INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started edit INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started write INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started task INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started webfetch INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started todowrite INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=started todoread INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-18T15:30:15 +1ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=1 todoread INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=2 bash INFO 2025-12-18T15:30:15 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-18T15:30:15 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-18T15:30:15 +3ms service=session.processor process INFO 2025-12-18T15:30:15 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build stream INFO 2025-12-18T15:30:15 +5ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build params={"options":{}} params INFO 2025-12-18T15:30:15 +5ms service=bus type=session.status publishing ERROR 2025-12-18T15:30:15 +66ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:15 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:17 +1320ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +131ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +53ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +47ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +64ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +52ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +154ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +18ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +60ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:17 +81ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:18 +340ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:18 +1ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:18 +111ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:19 +1003ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:19 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:22 +3528ms service=bus type=file.edited publishing INFO 2025-12-18T15:30:22 +0ms service=format file=/app/input/conv1_classification.json formatting INFO 2025-12-18T15:30:22 +2ms service=format name=zig ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=uv format ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=terraform ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=ruff ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=air ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=prettier ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:22 +7ms service=format name=ocamlformat ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=mix ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=gleam ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=dart ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-18T15:30:22 +0ms service=format name=biome ext=.json checking INFO 2025-12-18T15:30:22 +3ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:22 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv1_classification.json read INFO 2025-12-18T15:30:22 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2025-12-18T15:30:22 +3ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2025-12-18T15:30:23 +989ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:23 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:26 +2330ms service=bus type=file.edited publishing INFO 2025-12-18T15:30:26 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2025-12-18T15:30:26 +0ms service=format name=zig ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=uv format ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=terraform ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=ruff ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=air ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=prettier ext=.json checking INFO 2025-12-18T15:30:26 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=mix ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=gleam ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=dart ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=format name=biome ext=.json checking INFO 2025-12-18T15:30:26 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv2_classification.json read INFO 2025-12-18T15:30:26 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2025-12-18T15:30:26 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:26 +7ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:26 +0ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json ERROR 2025-12-18T15:30:27 +994ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:27 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:29 +1980ms service=bus type=file.edited publishing INFO 2025-12-18T15:30:29 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2025-12-18T15:30:29 +0ms service=format name=zig ext=.json checking INFO 2025-12-18T15:30:29 +1ms service=format name=uv format ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=terraform ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=ruff ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=air ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=prettier ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=mix ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=gleam ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=dart ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-18T15:30:29 +0ms service=format name=biome ext=.json checking INFO 2025-12-18T15:30:29 +1ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv3_classification.json read INFO 2025-12-18T15:30:29 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2025-12-18T15:30:29 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:29 +3ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:29 +1ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json ERROR 2025-12-18T15:30:30 +997ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:30 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:32 +2070ms service=bus type=file.edited publishing INFO 2025-12-18T15:30:32 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2025-12-18T15:30:32 +0ms service=format name=zig ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=uv format ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=terraform ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=ruff ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=air ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=prettier ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=mix ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=gleam ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=dart ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-18T15:30:32 +0ms service=format name=biome ext=.json checking INFO 2025-12-18T15:30:32 +1ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv4_classification.json read INFO 2025-12-18T15:30:32 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2025-12-18T15:30:32 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:32 +3ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:32 +1ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json ERROR 2025-12-18T15:30:33 +998ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:33 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:34 +1074ms service=bus type=file.edited publishing INFO 2025-12-18T15:30:34 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2025-12-18T15:30:34 +0ms service=format name=zig ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=uv format ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=terraform ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=ruff ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=air ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=prettier ext=.json checking INFO 2025-12-18T15:30:34 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=mix ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=gleam ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=dart ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=format name=biome ext=.json checking INFO 2025-12-18T15:30:34 +0ms service=file.time sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r file=/app/input/conv5_classification.json read INFO 2025-12-18T15:30:34 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2025-12-18T15:30:34 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:34 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2025-12-18T15:30:34 +26ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:34 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:34 +0ms service=bus type=message.updated publishing Now I'll analyze each conversation and create the classification files: INFO 2025-12-18T15:30:34 +8ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:34 +0ms service=bus type=session.status publishing INFO 2025-12-18T15:30:34 +0ms service=session.prompt step=3 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r loop INFO 2025-12-18T15:30:34 +6ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:34 +1ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:34 +0ms service=bus type=session.diff publishing INFO 2025-12-18T15:30:34 +2ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:34 +1ms service=session.prompt status=started resolveTools INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started invalid INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started bash INFO 2025-12-18T15:30:34 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-18T15:30:34 +1ms service=tool.registry status=started read INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started glob INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started grep INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started list INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started edit INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started write INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started task INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started webfetch INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started todowrite INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=started todoread INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-18T15:30:34 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-18T15:30:34 +3ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-18T15:30:34 +6ms service=session.processor process INFO 2025-12-18T15:30:34 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build stream INFO 2025-12-18T15:30:34 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r small=false agent=build params={"options":{}} params INFO 2025-12-18T15:30:34 +6ms service=bus type=session.status publishing ERROR 2025-12-18T15:30:35 +938ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:35 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:36 +1274ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:36 +119ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:36 +146ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +198ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +143ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +29ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +11ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +138ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +3ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +83ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +38ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +15ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +61ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:37 +10ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:37 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:37 +51ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +158ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +39ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:37 +38ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +55ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +60ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +69ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +57ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +51ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +84ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +92ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +52ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +9ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +83ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:38 +154ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:38 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:38 +68ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +39ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +32ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:38 +37ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +123ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +9ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +39ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +197ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +68ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +27ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +60ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +86ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +58ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +54ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +47ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:39 +126ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:39 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:39 +87ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +52ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +7ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +5ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:39 +9ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +71ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +109ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +36ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +91ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +112ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +18ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +118ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +83ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +111ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +36ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +21ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +55ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:40 +68ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:40 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:40 +11ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +67ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:40 +15ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +47ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +60ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +72ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +38ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +54ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +80ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +53ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +135ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +0ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +46ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +193ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +45ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +38ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +1ms service=bus type=message.part.updated publishing ERROR 2025-12-18T15:30:41 +58ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-18T15:30:41 +0ms service=default e=NotFoundError rejection INFO 2025-12-18T15:30:41 +2ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:41 +92ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +138ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +3ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +135ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +63ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +60ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +161ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +1ms service=bus type=message.part.updated publishing INFO 2025-12-18T15:30:42 +0ms service=bus type=message.updated publishing I've successfully analyzed all 5 conversation files and created the corresponding classification files. Here's a summary: **conv1_classification.json**: `need_reply: false` - The conversation is about LLM hosting economics. While Mathieu posted a question earlier, someone already replied to him, and the latest message is about a failed Lovable attempt. **conv2_classification.json**: `need_reply: true` - Mathieu is part of the reflector team and was mentioned via @*reflectors* in a message proposing durable workflow implementation. The sender is explicitly asking for feedback and suggesting a call. **conv3_classification.json**: `need_reply: false` - PR review thread where Mathieu already responded to Nik's question by providing a URL. The follow-up questions appear exploratory rather than directed at Mathieu. **conv4_classification.json**: `need_reply: false` - An email from Dec 3rd about business opportunities requesting a call. Given the age (15 days old) and no follow-up messages, it was likely handled outside this thread. **conv5_classification.json**: `need_reply: false` - A general team announcement thread for days off. Mathieu is not mentioned and no response is expected. All classification files have been created in the current directory. INFO 2025-12-18T15:30:42 +2ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:42 +0ms service=bus type=session.status publishing INFO 2025-12-18T15:30:42 +0ms service=session.prompt step=4 sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r loop INFO 2025-12-18T15:30:42 +7ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:42 +1ms service=bus type=message.updated publishing INFO 2025-12-18T15:30:42 +0ms service=bus type=session.updated publishing INFO 2025-12-18T15:30:42 +0ms service=bus type=session.diff publishing INFO 2025-12-18T15:30:42 +1ms service=session.prompt sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r exiting loop INFO 2025-12-18T15:30:42 +1ms service=session.compaction pruning INFO 2025-12-18T15:30:42 +1ms service=session.prompt sessionID=ses_4cdeaca5bffeKDxvW7cvwfzk1r cancel INFO 2025-12-18T15:30:42 +1ms service=bus type=session.status publishing INFO 2025-12-18T15:30:42 +0ms service=bus type=session.idle publishing INFO 2025-12-18T15:30:42 +1ms service=default directory=/app/input disposing instance INFO 2025-12-18T15:30:42 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-18T15:30:42 +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.