/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_20251223_150019/task12_need_reply/openrouter-google-gemini-2.5-flash-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 84837266 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 351 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Need Reply Classification Task You are an AI assistant helping a user manage their conversations. Your task is to analyze conversation threads and determine if they require a response from the user. ## User Context - **User ID**: 4 - **User Name**: Mathieu Virbel - **Team Membership**: reflector team ## Task For each conversation file in this directory (`convXXX.json`) in the current directory, analyze the conversation and create a corresponding classification file. ### Input Format Each `convN.json` file contains a conversation with: - `id`: Unique conversation identifier - `contact_ids`: List of participant contact IDs - `title`: Conversation title - `recent_messages`: Array of messages, each with: - `content`: Message text (may contain @mentions in Zulip format like `@**Name**` or `@*group*`) - `sender_contact_id`: ID of the message sender - `timestamp`: Unix timestamp ### Output Format For each `convN.json`, create a `convN_classification.json` file with: ```json { "need_reply": true/false, "reason": "Brief explanation of why the user does or doesn't need to reply" } ``` ### Classification Rules The user needs to reply (`need_reply: true`) if ANY of these conditions are met: 1. The user is directly mentioned 2. A team the user belongs to is mentioned 3. The last message(s) are from someone else and appear to be directed at or waiting for the user (e.g., questions in an active exchange with the user) The user does NOT need to reply (`need_reply: false`) if: 1. The user sent the last message(s) and the conversation appears concluded 2. The conversation doesn't involve or mention the user 3. No action or response is expected from the user ### Important Notes - Messages are ordered by timestamp (most recent first in the array) - Look at the conversation flow to understand if someone is waiting for a response - Consider the context of the full conversation, not just individual messages PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user. --- TASK END --- INFO 2025-12-23T15:22:10 +461ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-23T15:22:10 +4ms service=default directory=/app/input creating instance INFO 2025-12-23T15:22:10 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-23T15:22:10 +7ms service=storage index=0 running migration ERROR 2025-12-23T15:22:10 +9ms service=storage index=0 failed to run migration INFO 2025-12-23T15:22:10 +2ms service=storage index=1 running migration INFO 2025-12-23T15:22:10 +3ms service=default directory=/app/input bootstrapping INFO 2025-12-23T15:22:10 +6ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-23T15:22:10 +28ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-23T15:22:10 +2ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-23T15:22:10 +7ms 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 2025-12-23T15:22:11 +387ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [375.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-23T15:22:11 +11ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-23T15:22:11 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-23T15:22:11 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-23T15:22:11 +233ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [226.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-23T15:22:11 +3ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-23T15:22:11 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-23T15:22:11 +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 2025-12-23T15:22:12 +602ms 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 [593.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-12-23T15:22:12 +42ms service=bus type=* subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=session.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=message.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=session.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=message.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-23T15:22:12 +0ms service=bus type=session.diff subscribing INFO 2025-12-23T15:22:12 +1ms service=format init INFO 2025-12-23T15:22:12 +1ms service=bus type=file.edited subscribing INFO 2025-12-23T15:22:12 +0ms 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 2025-12-23T15:22:12 +3ms service=bus type=command.executed subscribing INFO 2025-12-23T15:22:12 +45ms service=server method=POST path=/session request INFO 2025-12-23T15:22:12 +1ms service=server status=started method=POST path=/session request INFO 2025-12-23T15:22:12 +3ms service=session id=ses_4b4324691ffeQhGFM9zAHLPle5 version=1.0.155 projectID=global directory=/app/input title=New session - 2025-12-23T15:22:12.206Z time={"created":1766503332206,"updated":1766503332206} created INFO 2025-12-23T15:22:12 +2ms service=bus type=session.created publishing INFO 2025-12-23T15:22:12 +0ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:12 +3ms service=server status=completed duration=8 method=POST path=/session request INFO 2025-12-23T15:22:12 +6ms service=server method=GET path=/config request INFO 2025-12-23T15:22:12 +0ms service=server status=started method=GET path=/config request INFO 2025-12-23T15:22:12 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2025-12-23T15:22:12 +6ms service=server method=GET path=/event request INFO 2025-12-23T15:22:12 +0ms service=server status=started method=GET path=/event request INFO 2025-12-23T15:22:12 +1ms service=server event connected INFO 2025-12-23T15:22:12 +3ms service=bus type=* subscribing INFO 2025-12-23T15:22:12 +2ms service=server status=completed duration=6 method=GET path=/event request INFO 2025-12-23T15:22:12 +7ms service=server method=POST path=/session/ses_4b4324691ffeQhGFM9zAHLPle5/message request INFO 2025-12-23T15:22:12 +0ms service=server status=started method=POST path=/session/ses_4b4324691ffeQhGFM9zAHLPle5/message request INFO 2025-12-23T15:22:12 +8ms service=server status=completed duration=8 method=POST path=/session/ses_4b4324691ffeQhGFM9zAHLPle5/message request INFO 2025-12-23T15:22:12 +17ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:12 +5ms service=provider status=started state INFO 2025-12-23T15:22:12 +6ms service=models.dev file={} refreshing INFO 2025-12-23T15:22:12 +27ms service=provider init INFO 2025-12-23T15:22:12 +6ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:12 +4ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:12 +3ms service=bus type=session.status publishing INFO 2025-12-23T15:22:12 +0ms service=session.prompt step=0 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 loop INFO 2025-12-23T15:22:12 +13ms service=provider providerID=openrouter found INFO 2025-12-23T15:22:12 +0ms service=provider providerID=opencode found INFO 2025-12-23T15:22:12 +0ms service=provider providerID=litellm found INFO 2025-12-23T15:22:12 +0ms service=provider status=completed duration=59 state INFO 2025-12-23T15:22:12 +6ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title stream INFO 2025-12-23T15:22:12 +1ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-23T15:22:12 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2025-12-23T15:22:12 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2025-12-23T15:22:12 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:12 +2ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:12 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title params={"options":{}} params INFO 2025-12-23T15:22:12 +15ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:12 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:12 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:12 +1ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=2 invalid INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:12 +0ms service=tool.registry status=completed duration=2 bash INFO 2025-12-23T15:22:12 +1ms service=tool.registry status=completed duration=2 task INFO 2025-12-23T15:22:12 +6ms service=session.prompt status=completed duration=26 resolveTools INFO 2025-12-23T15:22:12 +12ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:12 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title stream INFO 2025-12-23T15:22:12 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title params={"options":{}} params INFO 2025-12-23T15:22:12 +4ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:12 +4ms service=session.processor process INFO 2025-12-23T15:22:12 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build stream INFO 2025-12-23T15:22:12 +0ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-23T15:22:12 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-12-23T15:22:12 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:12 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:12 +3ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:12 +542ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:12 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:12 +36ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +179ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:13 +66ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:13 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:13 +128ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +143ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +93ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:13 +8ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +4ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +6ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:13 +2ms service=bus type=message.updated publishing I can certainly help with this classification task. First, I need to list the conversation files (`convXXX.json`) in the current directory. Then, I will read each file, implement the classification logic based on the provided rules, and write the corresponding classification files. Here is the plan: 1. Use `glob` to find all `conv*.json` files. 2. Read the content of each conversation file. 3. For each conversation, apply the classification logic considering the user ID (4), user name (Mathieu Virbel), and team (reflector team). 4. Write the corresponding classification JSON file (`convN_classification.json`). Let's start by listing the files. |  Glob app/input INFO 2025-12-23T15:22:13 +11ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:13 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:13 +0ms service=session.prompt step=1 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 loop INFO 2025-12-23T15:22:13 +3ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:13 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title stream INFO 2025-12-23T15:22:13 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=true agent=title params={"options":{}} params INFO 2025-12-23T15:22:13 +4ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:13 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:13 +7ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:13 +1ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:13 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:13 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:13 +1ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:13 +1ms service=tool.registry status=completed duration=2 write INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=2 todoread INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=3 bash INFO 2025-12-23T15:22:13 +0ms service=tool.registry status=completed duration=2 task INFO 2025-12-23T15:22:13 +5ms service=session.prompt status=completed duration=8 resolveTools INFO 2025-12-23T15:22:13 +6ms service=session.processor process INFO 2025-12-23T15:22:13 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build stream INFO 2025-12-23T15:22:13 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:13 +6ms service=bus type=session.status publishing INFO 2025-12-23T15:22:13 +268ms service=session.summary title=Reply classification task setup title INFO 2025-12-23T15:22:13 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:14 +221ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +49ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +85ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:14 +71ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:14 +1ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:14 +17ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +4ms service=lsp file=/app/input/conv1.json touching file INFO 2025-12-23T15:22:14 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv1.json read INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json INFO 2025-12-23T15:22:14 +71ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +3ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +16ms service=lsp file=/app/input/conv2.json touching file INFO 2025-12-23T15:22:14 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv2.json read INFO 2025-12-23T15:22:14 +11ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2025-12-23T15:22:14 +33ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=lsp file=/app/input/conv3.json touching file INFO 2025-12-23T15:22:14 +1ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv3.json read INFO 2025-12-23T15:22:14 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2025-12-23T15:22:14 +74ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +1ms service=lsp file=/app/input/conv4.json touching file INFO 2025-12-23T15:22:14 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv4.json read INFO 2025-12-23T15:22:14 +4ms service=session.summary title=Reply classification task setup title INFO 2025-12-23T15:22:14 +0ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2025-12-23T15:22:14 +56ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=lsp file=/app/input/conv5.json touching file INFO 2025-12-23T15:22:14 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv5.json read INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2025-12-23T15:22:14 +7ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:14 +0ms service=bus type=message.updated publishing The conversation files are `conv1.json`, `conv2.json`, `conv3.json`, `conv4.json`, and `conv5.json`. I will now read all of them in parallel. INFO 2025-12-23T15:22:14 +4ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:14 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:14 +0ms service=session.prompt step=2 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 loop INFO 2025-12-23T15:22:14 +9ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:14 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:14 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:14 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:14 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:14 +1ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:14 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-23T15:22:14 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2025-12-23T15:22:14 +2ms service=session.processor process INFO 2025-12-23T15:22:14 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build stream INFO 2025-12-23T15:22:14 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:14 +3ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:15 +677ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:15 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:15 +27ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:15 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:15 +46ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:15 +227ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:15 +178ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:16 +251ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:16 +161ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:16 +142ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:16 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:16 +96ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:16 +201ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:16 +186ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:17 +151ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:17 +226ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:17 +230ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:17 +7ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:17 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:17 +161ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:17 +215ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:18 +161ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:18 +175ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:18 +205ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:18 +174ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:18 +74ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:18 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:18 +119ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:18 +168ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:19 +220ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:19 +227ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:19 +122ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:19 +215ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:19 +50ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:19 +1ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:19 +150ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +182ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +193ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +200ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +104ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +234ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +1ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:20 +0ms service=format file=/app/input/conv1_classification.json formatting INFO 2025-12-23T15:22:20 +1ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:20 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:20 +2ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:20 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:20 +1ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv1_classification.json read INFO 2025-12-23T15:22:20 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2025-12-23T15:22:20 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2025-12-23T15:22:20 +82ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:20 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:21 +209ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +0ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:21 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2025-12-23T15:22:21 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:21 +1ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv2_classification.json read INFO 2025-12-23T15:22:21 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2025-12-23T15:22:21 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +5ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json INFO 2025-12-23T15:22:21 +231ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +0ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:21 +1ms service=format file=/app/input/conv3_classification.json formatting INFO 2025-12-23T15:22:21 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:21 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:21 +1ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv3_classification.json read INFO 2025-12-23T15:22:21 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2025-12-23T15:22:21 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json INFO 2025-12-23T15:22:21 +238ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +1ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:21 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2025-12-23T15:22:21 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:21 +1ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv4_classification.json read INFO 2025-12-23T15:22:21 +1ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2025-12-23T15:22:21 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +4ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json INFO 2025-12-23T15:22:21 +314ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +1ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:21 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2025-12-23T15:22:21 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:21 +1ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:21 +0ms service=file.time sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 file=/app/input/conv5_classification.json read INFO 2025-12-23T15:22:21 +1ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2025-12-23T15:22:21 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +4ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2025-12-23T15:22:21 +31ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +4ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:21 +5ms service=bus type=message.updated publishing I have read all the conversation files. Now, I will analyze each one based on the user context (Mathieu Virbel, ID 4, member of `reflector` team) and the classification rules. ### Analysis #### `conv1.json` (ExternalAI - LLM hosting economics) - **Last Message Sender ID**: `15` (Line 16) - **User ID**: `4` - **Mentions**: - Message 1: Mentions `@_**Mathieu|299**`. The content is `Tried this, lovable couldn't do it`, which appears to be a follow-up/response to an earlier suggestion from Mathieu. It's a statement, not a question, and doesn't explicitly request a reply. - Message 2: Mentions `@**Mathieu**` with the content: `I replied @**Mathieu**`. This suggests a previous reply, but the current last message from 15 is a final statement. - **Conversation Flow**: The last message says "Tried this, lovable couldn't do it". This is a concluding statement about an attempt and does not explicitly require a response. The user Mathieu did send a message earlier (Message 3, line 26-31). Since the last message is a statement of fact and no direct question or action is requested from Mathieu in the last few messages, a reply is not strictly needed. **Classification for `conv1.json`**: - `need_reply`: `false` - `reason`: The last message is a concluding statement from another user and does not directly ask a question or request an action from the user or their team. #### `conv2.json` (reflector - durable workflow) - **Last Message Sender ID**: `17` (Line 16) - **User ID**: `4` - **Team Mention**: The first (and only) message mentions `@*reflectors*` (Line 12), and the user is a member of the `reflector` team. - **Conversation Flow**: The message presents a problem, a potential solution (durable workflow), includes two videos for prep, and ends with a direct question/call to action: "What do you think? Probably we can have a separate call to speak about it - consider the videos above a prep then (5min + 5min)". Due to the team mention and the explicit question/request for discussion, a reply is needed. **Classification for `conv2.json`**: - `need_reply`: `true` - `reason`: The user's team (`reflectors`) is mentioned, and the message ends with a direct question ("What do you think?") and a request to schedule a follow-up. #### `conv3.json` (InternalAI - PR) - **Last Message Sender ID**: `70` (Line 16) - **User ID**: `4` - **Mentions**: - Message 1, 2, 3 are from ID 70 and are questions: "Or can I only do that locally?", "How can I do that?", "I'd like to see how each model does on my task." These appear to be directed at the user, who answered a previous question about the eval website (Message 4, Line 34-38). - **Conversation Flow**: The user (ID 4) sent message 4 (`@**Nik** https://eval.monadical.io/`) in reply to a question from ID 70. Now, ID 70 has two follow-up questions in the very last messages. This constitutes an active exchange waiting for the user's reply. **Classification for `conv3.json`**: - `need_reply`: `true` - `reason`: The last three messages are questions from another user in an active exchange, following the user's previous comment, indicating they are waiting for a reply/clarification. #### `conv4.json` (Hey !) - **Last Message Sender ID**: `363` (Line 14) - **User ID**: `4` - **Mentions**: The message content is a direct email to `Mathieu` (the user's name is in the body): "Hey Mathieu... Give me a call." This is a direct request for action from the user. **Classification for `conv4.json`**: - `need_reply`: `true` - `reason`: The email is directly addressed to the user ("Hey Mathieu") and explicitly requests an action ("Give me a call"). #### `conv5.json` (social - day off) - **Last Message Sender ID**: `22` (Line 28) - **User ID**: `4` - **Mentions**: No direct mention of the user (Mathieu Virbel) or their team (`reflector` team). - **Conversation Flow**: The conversation is a thread of various team members announcing their days off. The user is not the sender of the last message(s), but the last messages are announcements of days off and do not require a specific reply from any single person. The conversation is concluded until the next person posts their days off, and no action is expected from the user. **Classification for `conv5.json`**: - `need_reply`: `false` - `reason`: The conversation is for general announcements of days off and does not involve or mention the user, and no reply is expected. ### Summary of Actions I will now create the five classification files. 1. `conv1_classification.json`: `false` (Concluding statement) 2. `conv2_classification.json`: `true` (Team mention + direct question/call to action) 3. `conv3_classification.json`: `true` (Active exchange with follow-up questions) 4. `conv4_classification.json`: `true` (Directly addressed and request for action) 5. `conv5_classification.json`: `false` (General announcement, no action expected) INFO 2025-12-23T15:22:22 +15ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:22 +1ms service=session.prompt step=3 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 loop INFO 2025-12-23T15:22:22 +10ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:22 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:22 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:22 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:22 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:22 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2025-12-23T15:22:22 +3ms service=session.processor process INFO 2025-12-23T15:22:22 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build stream INFO 2025-12-23T15:22:22 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:22 +5ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:22 +118ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:22 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:22 +432ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +98ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +157ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +38ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +33ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:22 +2ms service=bus type=message.updated publishing I have successfully analyzed all `convXXX.json` files and created the corresponding classification files: - `/app/input/conv1_classification.json` - `/app/input/conv2_classification.json` - `/app/input/conv3_classification.json` - `/app/input/conv4_classification.json` - `/app/input/conv5_classification.json` INFO 2025-12-23T15:22:22 +12ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:22 +0ms service=session.prompt step=4 sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 loop INFO 2025-12-23T15:22:22 +21ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:22 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:22 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:22 +7ms service=session.prompt sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 exiting loop INFO 2025-12-23T15:22:22 +2ms service=session.compaction pruning INFO 2025-12-23T15:22:22 +2ms service=session.prompt sessionID=ses_4b4324691ffeQhGFM9zAHLPle5 cancel INFO 2025-12-23T15:22:22 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:22 +0ms service=bus type=session.idle publishing INFO 2025-12-23T15:22:22 +2ms service=default directory=/app/input disposing instance INFO 2025-12-23T15:22:22 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-23T15:22:22 +1ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.