/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-lite-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 33d705a3 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-lite-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Need Reply Classification Task You are an AI assistant helping a user manage their conversations. Your task is to analyze conversation threads and determine if they require a response from the user. ## User Context - **User ID**: 4 - **User Name**: Mathieu Virbel - **Team Membership**: reflector team ## Task For each conversation file in this directory (`convXXX.json`) in the current directory, analyze the conversation and create a corresponding classification file. ### Input Format Each `convN.json` file contains a conversation with: - `id`: Unique conversation identifier - `contact_ids`: List of participant contact IDs - `title`: Conversation title - `recent_messages`: Array of messages, each with: - `content`: Message text (may contain @mentions in Zulip format like `@**Name**` or `@*group*`) - `sender_contact_id`: ID of the message sender - `timestamp`: Unix timestamp ### Output Format For each `convN.json`, create a `convN_classification.json` file with: ```json { "need_reply": true/false, "reason": "Brief explanation of why the user does or doesn't need to reply" } ``` ### Classification Rules The user needs to reply (`need_reply: true`) if ANY of these conditions are met: 1. The user is directly mentioned 2. A team the user belongs to is mentioned 3. The last message(s) are from someone else and appear to be directed at or waiting for the user (e.g., questions in an active exchange with the user) The user does NOT need to reply (`need_reply: false`) if: 1. The user sent the last message(s) and the conversation appears concluded 2. The conversation doesn't involve or mention the user 3. No action or response is expected from the user ### Important Notes - Messages are ordered by timestamp (most recent first in the array) - Look at the conversation flow to understand if someone is waiting for a response - Consider the context of the full conversation, not just individual messages PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user. --- TASK END --- INFO 2025-12-23T15:22:28 +482ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-23T15:22:28 +6ms service=default directory=/app/input creating instance INFO 2025-12-23T15:22:28 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-23T15:22:28 +2ms service=storage index=0 running migration ERROR 2025-12-23T15:22:28 +7ms service=storage index=0 failed to run migration INFO 2025-12-23T15:22:28 +1ms service=storage index=1 running migration INFO 2025-12-23T15:22:28 +3ms service=default directory=/app/input bootstrapping INFO 2025-12-23T15:22:28 +7ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-23T15:22:28 +31ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-23T15:22:28 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-23T15:22:28 +22ms 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 2025-12-23T15:22:28 +408ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [392.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-23T15:22:28 +7ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-23T15:22:28 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-23T15:22:28 +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 2025-12-23T15:22:28 +89ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [82.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-23T15:22:28 +5ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-23T15:22:28 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-23T15:22:28 +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 2025-12-23T15:22:29 +434ms 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 [423.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-12-23T15:22:29 +42ms service=bus type=* subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=session.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=message.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=session.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=message.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-23T15:22:29 +0ms service=bus type=session.diff subscribing INFO 2025-12-23T15:22:29 +0ms service=format init INFO 2025-12-23T15:22:29 +1ms service=bus type=file.edited subscribing INFO 2025-12-23T15:22:29 +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 2025-12-23T15:22:29 +2ms service=bus type=command.executed subscribing INFO 2025-12-23T15:22:29 +41ms service=server method=POST path=/session request INFO 2025-12-23T15:22:29 +0ms service=server status=started method=POST path=/session request INFO 2025-12-23T15:22:29 +4ms service=session id=ses_4b432039fffecpKgjWdo0XIC70 version=1.0.155 projectID=global directory=/app/input title=New session - 2025-12-23T15:22:29.344Z time={"created":1766503349344,"updated":1766503349344} created INFO 2025-12-23T15:22:29 +4ms service=bus type=session.created publishing INFO 2025-12-23T15:22:29 +1ms service=bus type=session.updated publishing INFO 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path=/session/ses_4b432039fffecpKgjWdo0XIC70/message request INFO 2025-12-23T15:22:29 +5ms service=server status=completed duration=5 method=POST path=/session/ses_4b432039fffecpKgjWdo0XIC70/message request INFO 2025-12-23T15:22:29 +7ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:29 +7ms service=provider status=started state INFO 2025-12-23T15:22:29 +4ms service=models.dev file={} refreshing INFO 2025-12-23T15:22:29 +13ms service=provider init INFO 2025-12-23T15:22:29 +5ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:29 +2ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:29 +2ms service=bus type=session.status publishing INFO 2025-12-23T15:22:29 +0ms service=session.prompt step=0 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:29 +18ms service=provider providerID=openrouter found INFO 2025-12-23T15:22:29 +0ms service=provider providerID=opencode found INFO 2025-12-23T15:22:29 +0ms service=provider providerID=litellm found INFO 2025-12-23T15:22:29 +0ms service=provider status=completed duration=44 state INFO 2025-12-23T15:22:29 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=true agent=title stream INFO 2025-12-23T15:22:29 +0ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-23T15:22:29 +1ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2025-12-23T15:22:29 +0ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2025-12-23T15:22:29 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:29 +2ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:29 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=true agent=title params={"options":{}} params INFO 2025-12-23T15:22:29 +16ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:29 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:29 +1ms service=tool.registry status=completed duration=2 invalid INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=1 todoread INFO 2025-12-23T15:22:29 +0ms service=tool.registry status=completed duration=2 bash INFO 2025-12-23T15:22:29 +1ms service=tool.registry status=completed duration=2 task INFO 2025-12-23T15:22:29 +7ms service=session.prompt status=completed duration=29 resolveTools INFO 2025-12-23T15:22:29 +14ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:29 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=true agent=title stream INFO 2025-12-23T15:22:29 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=true agent=title params={"options":{}} params INFO 2025-12-23T15:22:29 +2ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:29 +4ms service=session.processor process INFO 2025-12-23T15:22:29 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:29 +0ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-23T15:22:29 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-12-23T15:22:29 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:29 +2ms service=bus type=session.status publishing INFO 2025-12-23T15:22:29 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:30 +604ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +4ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +172ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:30 +75ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:30 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:30 +104ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +120ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +11ms service=session.summary title=Classifying conversation reply status title INFO 2025-12-23T15:22:30 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:30 +89ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +30ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +61ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +10ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +4ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:30 +1ms service=bus type=message.updated publishing |  Glob app/input I understand the task is to classify a set of conversation files (`convXXX.json`) in the current directory to determine if the "User ID: 4" (Mathieu Virbel, reflector team) needs to reply, based on the provided classification rules. I must output a corresponding `convXXX_classification.json` file for each input file. Since I cannot ask questions, I must proceed autonomously based on the given instructions and tools. I will first list the relevant files and then process them one by one, using the appropriate tools. Plan: 1. List all `convXXX.json` files in the current directory. 2. For each found file: a. Read the file contents to get the conversation data. b. Analyze the data against the classification rules, specifically matching against User ID 4 and the "reflector team". c. Construct the `convXXX_classification.json` content. d. Write the classification content to the new file. I will start by listing the files. INFO 2025-12-23T15:22:30 +11ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:30 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:30 +0ms service=session.prompt step=1 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:30 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:30 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:30 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:30 +3ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:30 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:30 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:30 +2ms service=tool.registry status=started edit INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=3 invalid INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=3 read INFO 2025-12-23T15:22:30 +2ms service=tool.registry status=completed duration=2 glob INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=4 grep INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=4 list INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=2 edit INFO 2025-12-23T15:22:30 +1ms service=tool.registry status=completed duration=2 write INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=3 todowrite INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=3 todoread INFO 2025-12-23T15:22:30 +0ms service=tool.registry status=completed duration=6 bash INFO 2025-12-23T15:22:30 +1ms service=tool.registry status=completed duration=4 task INFO 2025-12-23T15:22:30 +4ms service=session.prompt status=completed duration=11 resolveTools INFO 2025-12-23T15:22:30 +13ms service=session.processor process INFO 2025-12-23T15:22:30 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:30 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:30 +12ms service=bus type=session.status publishing INFO 2025-12-23T15:22:30 +99ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:31 +490ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +3ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:31 +28ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:31 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:31 +34ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +48ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +193ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +71ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +6ms service=lsp file=/app/input/conv2.json touching file INFO 2025-12-23T15:22:31 +1ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv2.json read INFO 2025-12-23T15:22:31 +3ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2025-12-23T15:22:31 +18ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +3ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:31 +2ms service=bus type=message.updated publishing Right, I see five conversation files: `conv1.json`, `conv2.json`, `conv3.json`, `conv4.json`, and `conv5.json`. I will process them sequentially. First, I will read the content of `conv2.json`. INFO 2025-12-23T15:22:31 +15ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:31 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:31 +1ms service=session.prompt step=2 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:31 +14ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:31 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:31 +2ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:31 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=started glob INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=started write INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:31 +2ms service=tool.registry status=completed duration=5 invalid INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=4 read INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=3 glob INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=completed duration=4 grep INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=4 list INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=4 edit INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=3 write INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=completed duration=4 todowrite INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=4 todoread INFO 2025-12-23T15:22:31 +0ms service=tool.registry status=completed duration=7 bash INFO 2025-12-23T15:22:31 +1ms service=tool.registry status=completed duration=5 task INFO 2025-12-23T15:22:31 +6ms service=session.prompt status=completed duration=16 resolveTools INFO 2025-12-23T15:22:31 +4ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:31 +2ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:31 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:31 +2ms service=session.processor process INFO 2025-12-23T15:22:31 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:31 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:31 +5ms service=bus type=session.status publishing INFO 2025-12-23T15:22:32 +442ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +58ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:32 +95ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:32 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:32 +35ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +112ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +129ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +149ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:32 +11ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +128ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +15ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +14ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +139ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:33 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2025-12-23T15:22:33 +4ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:33 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:33 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:33 +5ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv2_classification.json read INFO 2025-12-23T15:22:33 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2025-12-23T15:22:33 +5ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +3ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=message.updated publishing Analysis for `conv2.json`: - **User ID (Mathieu Virbel):** 4 - **User Team:** reflector team - **Mentioned Parties:** `@*reflectors*` (Group ID: 155, which is the reflector team ID for this context). - **Last Message Sender:** Contact ID "17". - **Classification Rules Check:** 1. User mentioned directly? No. 2. Team mentioned? Yes, `@*reflectors*`. This triggers `need_reply: true`. 3. Directed at user? The message addresses the entire reflector team, suggesting a need for team feedback/reply, thus implying the user may need to reply or engage. Conclusion: **`need_reply: true`** because the user's team was mentioned, awaiting feedback on a major proposal. Output for `conv2.json`: ```json { "need_reply": true, "reason": "The conversation addresses the 'reflector team' (@*reflectors*), suggesting that a reply or input from the team, including User ID 4, is expected regarding the durable workflow proposal." } ``` I will now write this classification file. |  Write app/input/conv2_classification.json INFO 2025-12-23T15:22:33 +17ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:33 +0ms service=session.prompt step=3 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:33 +32ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +3ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:33 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:33 +4ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +1ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:33 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:33 +1ms service=tool.registry status=started edit INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=2 invalid INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:33 +1ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-23T15:22:33 +2ms service=tool.registry status=completed duration=3 todoread INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=5 bash INFO 2025-12-23T15:22:33 +1ms service=tool.registry status=completed duration=4 task INFO 2025-12-23T15:22:33 +3ms service=session.prompt status=completed duration=9 resolveTools INFO 2025-12-23T15:22:33 +10ms service=session.processor process INFO 2025-12-23T15:22:33 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:33 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:33 +8ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:33 +197ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:33 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:33 +292ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +26ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +98ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +0ms service=lsp file=/app/input/conv4.json touching file INFO 2025-12-23T15:22:33 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv4.json read INFO 2025-12-23T15:22:33 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2025-12-23T15:22:33 +14ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=message.updated publishing Next, I will read `conv4.json`. INFO 2025-12-23T15:22:33 +9ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:33 +0ms service=session.prompt step=4 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:33 +8ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:33 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:33 +5ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:33 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:33 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:33 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:33 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:34 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2025-12-23T15:22:34 +6ms service=session.processor process INFO 2025-12-23T15:22:34 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:34 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:34 +4ms service=bus type=session.status publishing INFO 2025-12-23T15:22:34 +403ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +45ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +45ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +75ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +77ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:34 +126ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:34 +64ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:34 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:34 +77ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +81ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +222ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +0ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:35 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2025-12-23T15:22:35 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:35 +1ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:35 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv4_classification.json read INFO 2025-12-23T15:22:35 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2025-12-23T15:22:35 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +9ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +0ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:35 +0ms service=session.prompt step=5 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop Analysis for `conv4.json`: - **User ID (Mathieu Virbel):** 4 - **Last Message Sender:** Contact ID "363". - **Message Content:** "Hey Mathieu. I have a business opportunities that we should absolutely talk about. Give me a call." - **Classification Rules Check:** 1. User mentioned directly? Yes, the message directly addresses "Mathieu". 2. Team mentioned? No. 3. Directed at user? Yes, explicitly asking for a call. This triggers `need_reply: true`. Conclusion: **`need_reply: true`** because the user was directly addressed and asked to call. Output for `conv4.json`: ```json { "need_reply": true, "reason": "The user (Mathieu) was directly addressed by Contact ID 363 and asked to call regarding a business opportunity, indicating an immediate need to reply or take action." } ``` I will now write this classification file. |  Write app/input/conv4_classification.json INFO 2025-12-23T15:22:35 +10ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:35 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:35 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:35 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:35 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:35 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2025-12-23T15:22:35 +8ms service=session.processor process INFO 2025-12-23T15:22:35 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:35 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:35 +2ms service=bus type=session.status publishing INFO 2025-12-23T15:22:35 +474ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +6ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +97ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +4ms service=lsp file=/app/input/conv5.json touching file INFO 2025-12-23T15:22:35 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv5.json read INFO 2025-12-23T15:22:35 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2025-12-23T15:22:35 +10ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=message.updated publishing Next, I will read `conv5.json`. INFO 2025-12-23T15:22:35 +8ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:35 +0ms service=session.prompt step=6 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:35 +7ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:35 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:35 +13ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:35 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:35 +1ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:35 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:35 +1ms service=tool.registry status=started task INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:35 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:35 +4ms service=session.prompt status=completed duration=6 resolveTools INFO 2025-12-23T15:22:35 +13ms service=session.processor process INFO 2025-12-23T15:22:35 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:35 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:35 +5ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:35 +13ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:35 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:36 +666ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:36 +22ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:36 +106ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:36 +124ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:36 +92ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +158ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +127ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +96ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +124ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +18ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +12ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:37 +122ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:37 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:37 +38ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +1ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:37 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2025-12-23T15:22:37 +0ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:37 +1ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:37 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv5_classification.json read INFO 2025-12-23T15:22:37 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2025-12-23T15:22:37 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2025-12-23T15:22:37 +14ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +5ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:37 +1ms service=bus type=message.updated publishing Analysis for `conv5.json`: - **User ID (Mathieu Virbel):** 4. - **User Team:** reflector team (No specific team is mentioned in this conversation, which seems to be a general 'social - day off' stream). - **Last Message Sender:** Contact ID "22" (Sent Dec 15, 2025, 14:59:23Z). - **Last Message Content:** "I'll be taking December 25,26 and 31, also January 1 and 2 off" - **Classification Rules Check:** 1. User mentioned directly? No. 2. Team mentioned that the user belongs to? No mention of "reflector" or team-specific mention format (like `@*group*`). 3. Directed at user? No. This is a general status update for the "social - day off" stream, where many participants are posting their own time off. The user did not send the last message, but since the conversation is just status updates, a reply is not explicitly expected from the user. Conclusion: **`need_reply: false`**. The latest message is just reporting time off, which does not require a direct response from User 4 in this context. Output for `conv5.json`: ```json { "need_reply": false, "reason": "This is a thread in the 'social - day off' stream where various users announce when they are taking time off. The last message is just another status update and does not directly address User ID 4 or the reflector team, nor does it solicit a specific response." } ``` I will now write this classification file. INFO 2025-12-23T15:22:37 +8ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:37 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:37 +0ms service=session.prompt step=7 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:37 +9ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:37 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:37 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:37 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:37 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:37 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:37 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2025-12-23T15:22:37 +0ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:37 +2ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:37 +7ms service=session.processor process INFO 2025-12-23T15:22:37 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:37 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:37 +4ms service=bus type=session.status publishing INFO 2025-12-23T15:22:38 +541ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +13ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +131ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +4ms service=lsp file=/app/input/conv3.json touching file INFO 2025-12-23T15:22:38 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv3.json read INFO 2025-12-23T15:22:38 +5ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2025-12-23T15:22:38 +23ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:38 +0ms service=bus type=message.updated publishing Next, I will read `conv3.json`. INFO 2025-12-23T15:22:38 +23ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:38 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:38 +1ms service=session.prompt step=8 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:38 +43ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:38 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:38 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:38 +41ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:38 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:38 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:38 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:38 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-23T15:22:38 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2025-12-23T15:22:38 +3ms service=session.processor process INFO 2025-12-23T15:22:38 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:38 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:38 +3ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:38 +106ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:38 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:39 +616ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +132ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +101ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +165ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +92ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:39 +132ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +120ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +79ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +117ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:40 +65ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:40 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:40 +58ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +109ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +100ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +70ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +18ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +13ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +122ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +0ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:40 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2025-12-23T15:22:40 +1ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:40 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv3_classification.json read INFO 2025-12-23T15:22:40 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2025-12-23T15:22:40 +0ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +3ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json INFO 2025-12-23T15:22:40 +26ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:40 +1ms service=bus type=message.updated publishing Analysis for `conv3.json`: - **User ID (Mathieu Virbel):** 4 - **User Team:** reflector team. (The conversation is in stream `InternalAI`, not `reflector`). - **Mentioned Parties:** User 4 (`@**Mathieu**`) and team `@*internal-ai-devs*`. - **Last Message Sender:** Contact ID "70" (Sent Dec 15, 2025, 18:58:04Z). - **Conversation Flow:** - Sender 70 asks for the evaluation website (`@**Mathieu**`). (Msg ID 1649754, line 19, ts: 1765823862) - User 4 replies with the link (`@**Nik** https://eval.monadical.io/`). (Msg ID 1649751, line 34, ts: 1765823827) - Sender 70 follows up with: "Or can I only do that locally?". (Msg ID 1649633, line 11, ts: 1765823884) - **Classification Rules Check:** 1. User mentioned directly? Yes, in earlier messages (e.g., line 41, 55, 76, 90), but not in the *last* message. 2. Team mentioned? Yes, `@*internal-ai-devs*` was mentioned earlier by User 4 (line 202), but the current exchange is between User 70 and User 4/Nik. 3. Directed at user? Yes, the last message by contact 70 ("Or can I only do that locally?") is a direct question following User 4's answer to a previous question ("How can I do that?"). This strongly suggests User 4 is expected to provide the next clarification. This triggers `need_reply: true`. Conclusion: **`need_reply: true`** because User 70 is asking a follow-up question ("Or can I only do that locally?") in an active exchange initiated by a question directed at User 4 ("What's the website..."). Output for `conv3.json`: ```json { "need_reply": true, "reason": "Contact ID 70, after receiving a link from User ID 4, immediately asked a follow-up question ('Or can I only do that locally?'), indicating that a response is expected from User ID 4 or the person who provided the link." } ``` I will now write this classification file. INFO 2025-12-23T15:22:40 +18ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:40 +1ms service=bus type=session.status publishing INFO 2025-12-23T15:22:40 +0ms service=session.prompt step=9 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:40 +27ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:40 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:40 +2ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:40 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:40 +2ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:40 +2ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:40 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:40 +1ms service=tool.registry status=started read INFO 2025-12-23T15:22:40 +1ms service=tool.registry status=started glob INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:40 +1ms service=tool.registry status=started edit INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:40 +1ms service=tool.registry status=completed duration=4 invalid INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=3 read INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=2 glob INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=2 grep INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=2 list INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=1 todoread INFO 2025-12-23T15:22:40 +0ms service=tool.registry status=completed duration=4 bash INFO 2025-12-23T15:22:40 +3ms service=tool.registry status=completed duration=4 task INFO 2025-12-23T15:22:40 +6ms service=session.prompt status=completed duration=15 resolveTools INFO 2025-12-23T15:22:40 +10ms service=session.processor process INFO 2025-12-23T15:22:40 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:40 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:40 +8ms service=bus type=session.status publishing ERROR 2025-12-23T15:22:41 +453ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:41 +1ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:41 +149ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +42ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +1ms service=lsp file=/app/input/conv1.json touching file INFO 2025-12-23T15:22:41 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv1.json read INFO 2025-12-23T15:22:41 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json INFO 2025-12-23T15:22:41 +16ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:41 +1ms service=bus type=message.updated publishing Next, I will read `conv1.json`. INFO 2025-12-23T15:22:41 +8ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:41 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:41 +0ms service=session.prompt step=10 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:41 +6ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:41 +2ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:41 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:41 +4ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:41 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:41 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:41 +1ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:41 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-23T15:22:41 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2025-12-23T15:22:41 +6ms service=session.processor process INFO 2025-12-23T15:22:41 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:41 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:41 +3ms service=bus type=session.status publishing INFO 2025-12-23T15:22:42 +704ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +4ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +32ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +24ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +68ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +66ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:42 +6ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:42 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:42 +109ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +155ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:42 +163ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +195ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +253ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +134ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:43 +106ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:43 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:43 +56ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +28ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +199ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +13ms service=bus type=file.edited publishing INFO 2025-12-23T15:22:43 +0ms service=format file=/app/input/conv1_classification.json formatting INFO 2025-12-23T15:22:43 +1ms service=format name=zig ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=uv format ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=terraform ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=ruff ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=air ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=prettier ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=mix ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=gleam ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=dart ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=format name=biome ext=.json checking INFO 2025-12-23T15:22:43 +0ms service=file.time sessionID=ses_4b432039fffecpKgjWdo0XIC70 file=/app/input/conv1_classification.json read INFO 2025-12-23T15:22:43 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2025-12-23T15:22:43 +5ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +30ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +2ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:43 +1ms service=bus type=message.updated publishing Analysis for `conv1.json`: - **User ID (Mathieu Virbel):** 4 - **User Team:** reflector team (The conversation stream is `ExternalAI`, not `reflector`). - **Mentioned Parties:** User 4 (`@**Mathieu**`) is mentioned in multiple messages (lines 34, 111, 128, 202). - **Last Message Sender:** Contact ID "15" (Sent Dec 10, 2025, 18:54:44Z). - **Conversation Flow:** - The last message from sender 15 quotes User 4 (who is referred to as @**Mathieu** in the quote) and states: "Tried this, lovable couldn't do it". This seems like a conclusion or a status update regarding something User 4 or User 16 might have asked them to try, where User 4's previous input was about making something "lovable". - The second to last message is from User 16 saying "I replied @**Mathieu**". - Before that, User 4 posted a link and asked a question (line 30). - **Classification Rules Check:** 1. User mentioned directly? Yes, in messages prior to the last one. 2. Team mentioned? No mention of the reflector team. 3. Directed at user? The **last** message from contact 15 is reporting on an attempt based on user 4's suggestion ("Tried this..."). It reads like a conclusion to that micro-thread. Given the timestamp difference (last message at ~18:54, the one before it at ~17:53), and that it's a status update reporting failure of a requested action, it likely does not require an immediate response from User 4. Conclusion: **`need_reply: false`**. The last message by contact 15 is a closing statement on a testing attempt, not an open question directed at User 4. Output for `conv1.json`: ```json { "need_reply": false, "reason": "The latest message from Contact ID 15 is reporting the outcome of a test based on a previous suggestion, concluding that attempt. It does not contain an active question or explicit request for User ID 4 to reply." } ``` I will now write this classification file. |  Write app/input/conv1_classification.json INFO 2025-12-23T15:22:43 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:43 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:43 +0ms service=session.prompt step=11 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:43 +15ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:43 +1ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:43 +0ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:43 +1ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:43 +0ms service=session.prompt status=started resolveTools INFO 2025-12-23T15:22:43 +1ms service=tool.registry status=started invalid INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started bash INFO 2025-12-23T15:22:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started read INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started glob INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started grep INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started list INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started edit INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started write INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started task INFO 2025-12-23T15:22:43 +1ms service=tool.registry status=started webfetch INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started todowrite INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=started todoread INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-23T15:22:43 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-23T15:22:43 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-23T15:22:43 +5ms service=session.processor process INFO 2025-12-23T15:22:43 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build stream INFO 2025-12-23T15:22:43 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_4b432039fffecpKgjWdo0XIC70 small=false agent=build params={"options":{}} params INFO 2025-12-23T15:22:43 +3ms service=bus type=session.status publishing INFO 2025-12-23T15:22:44 +572ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:44 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:44 +74ms service=bus type=message.part.updated publishing ERROR 2025-12-23T15:22:44 +45ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-23T15:22:44 +0ms service=default e=NotFoundError rejection INFO 2025-12-23T15:22:44 +14ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:44 +80ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:44 +98ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:44 +139ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:45 +142ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:45 +22ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:45 +1ms service=bus type=message.part.updated publishing INFO 2025-12-23T15:22:45 +0ms service=bus type=message.updated publishing I have analyzed all five conversation files as requested. Here is the summary of the plan execution: 1. `conv2.json` -> `conv2_classification.json`: **`true`** (Team mentioned). 2. `conv4.json` -> `conv4_classification.json`: **`true`** (User directly addressed requesting a call). 3. `conv5.json` -> `conv5_classification.json`: **`false`** (Generic information sharing stream, no pending response expected). 4. `conv3.json` -> `conv3_classification.json`: **`true`** (Active follow-up question in an exchange involving User 4). 5. `conv1.json` -> `conv1_classification.json`: **`false`** (Last message is a status update/conclusion to a prior request). All classification files have been created. INFO 2025-12-23T15:22:45 +3ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:45 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:45 +0ms service=session.prompt step=12 sessionID=ses_4b432039fffecpKgjWdo0XIC70 loop INFO 2025-12-23T15:22:45 +28ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:45 +2ms service=bus type=message.updated publishing INFO 2025-12-23T15:22:45 +0ms service=bus type=session.updated publishing INFO 2025-12-23T15:22:45 +1ms service=bus type=session.diff publishing INFO 2025-12-23T15:22:45 +2ms service=session.prompt sessionID=ses_4b432039fffecpKgjWdo0XIC70 exiting loop INFO 2025-12-23T15:22:45 +0ms service=session.compaction pruning INFO 2025-12-23T15:22:45 +3ms service=session.prompt sessionID=ses_4b432039fffecpKgjWdo0XIC70 cancel INFO 2025-12-23T15:22:45 +0ms service=bus type=session.status publishing INFO 2025-12-23T15:22:45 +0ms service=bus type=session.idle publishing INFO 2025-12-23T15:22:45 +3ms service=default directory=/app/input disposing instance INFO 2025-12-23T15:22:45 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-23T15:22:45 +2ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.