/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_20260107_203109/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: 7f254e95 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 146 models to OpenCode configuration Added openrouter standard provider with 347 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 2026-01-07T20:43:15 +619ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-07T20:43:15 +4ms service=default directory=/app/input creating instance INFO 2026-01-07T20:43:15 +2ms service=project directory=/app/input fromDirectory INFO 2026-01-07T20:43:15 +5ms service=storage index=0 running migration ERROR 2026-01-07T20:43:15 +9ms service=storage index=0 failed to run migration INFO 2026-01-07T20:43:15 +13ms service=storage index=1 running migration INFO 2026-01-07T20:43:15 +19ms service=default directory=/app/input bootstrapping INFO 2026-01-07T20:43:15 +23ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-07T20:43:15 +54ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-07T20:43:15 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-07T20:43:15 +8ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-07T20:43:16 +523ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [501.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-07T20:43:16 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-07T20:43:16 +23ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [8.00ms] stderr= done INFO 2026-01-07T20:43:16 +16ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-07T20:43:16 +4ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-07T20:43:16 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:43:16 +101ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [89.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-07T20:43:16 +5ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-07T20:43:16 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-07T20:43:16 +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-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:43:17 +902ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [891.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-07T20:43:17 +50ms service=bus type=* subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=session.updated subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:43:17 +1ms service=bus type=session.updated subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:43:17 +0ms service=bus type=session.diff subscribing INFO 2026-01-07T20:43:17 +0ms service=format init INFO 2026-01-07T20:43:17 +0ms service=bus type=file.edited subscribing INFO 2026-01-07T20:43:17 +1ms service=lsp serverIds=deno, typescript, vue, eslint, oxlint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, fsharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php intelephense, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-01-07T20:43:17 +4ms service=bus type=command.executed subscribing INFO 2026-01-07T20:43:17 +121ms service=server method=POST path=/session request INFO 2026-01-07T20:43:17 +0ms service=server status=started method=POST path=/session request INFO 2026-01-07T20:43:17 +6ms service=session id=ses_465ccec86ffeIU3cz761qhGMvX version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-07T20:43:17.242Z time={"created":1767818597242,"updated":1767818597242} created INFO 2026-01-07T20:43:17 +1ms service=bus type=session.created publishing INFO 2026-01-07T20:43:17 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:17 +4ms service=server status=completed duration=11 method=POST path=/session request INFO 2026-01-07T20:43:17 +2ms service=server method=GET path=/config request INFO 2026-01-07T20:43:17 +0ms service=server status=started method=GET path=/config request INFO 2026-01-07T20:43:17 +2ms service=server status=completed duration=2 method=GET path=/config request INFO 2026-01-07T20:43:17 +13ms service=server method=GET path=/event request INFO 2026-01-07T20:43:17 +1ms service=server status=started method=GET path=/event request INFO 2026-01-07T20:43:17 +0ms service=server event connected INFO 2026-01-07T20:43:17 +3ms service=bus type=* subscribing INFO 2026-01-07T20:43:17 +3ms service=server status=completed duration=6 method=GET path=/event request INFO 2026-01-07T20:43:17 +2ms service=server method=POST path=/session/ses_465ccec86ffeIU3cz761qhGMvX/message request INFO 2026-01-07T20:43:17 +0ms service=server status=started method=POST path=/session/ses_465ccec86ffeIU3cz761qhGMvX/message request INFO 2026-01-07T20:43:17 +13ms service=server status=completed duration=13 method=POST path=/session/ses_465ccec86ffeIU3cz761qhGMvX/message request INFO 2026-01-07T20:43:17 +16ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:17 +5ms service=provider status=started state INFO 2026-01-07T20:43:17 +6ms service=models.dev file={} refreshing INFO 2026-01-07T20:43:17 +46ms service=provider init INFO 2026-01-07T20:43:17 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:17 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:17 +4ms service=bus type=session.status publishing INFO 2026-01-07T20:43:17 +0ms service=session.prompt step=0 sessionID=ses_465ccec86ffeIU3cz761qhGMvX loop INFO 2026-01-07T20:43:17 +12ms service=provider providerID=openrouter found INFO 2026-01-07T20:43:17 +0ms service=provider providerID=opencode found INFO 2026-01-07T20:43:17 +1ms service=provider providerID=litellm found INFO 2026-01-07T20:43:17 +0ms service=provider status=completed duration=78 state INFO 2026-01-07T20:43:17 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title stream INFO 2026-01-07T20:43:17 +2ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:43:17 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-07T20:43:17 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:43:17 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:17 +2ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:43:17 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:43:17 +20ms service=tool.registry status=started invalid INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:43:17 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:43:17 +1ms service=tool.registry status=started read INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started write INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started task INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:43:17 +3ms service=tool.registry status=completed duration=5 invalid INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 read INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 grep INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 edit INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 write INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 todowrite INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=3 todoread INFO 2026-01-07T20:43:17 +0ms service=tool.registry status=completed duration=5 bash INFO 2026-01-07T20:43:17 +1ms service=tool.registry status=completed duration=4 task INFO 2026-01-07T20:43:17 +6ms service=tool.registry status=completed duration=10 skill INFO 2026-01-07T20:43:17 +20ms service=session.prompt status=completed duration=54 resolveTools INFO 2026-01-07T20:43:17 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:17 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title stream INFO 2026-01-07T20:43:17 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:43:17 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:17 +2ms service=bus type=session.diff publishing INFO 2026-01-07T20:43:17 +13ms service=session.processor process INFO 2026-01-07T20:43:17 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build stream INFO 2026-01-07T20:43:17 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:43:17 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:43:17 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:43:17 +2ms service=bus type=session.status publishing INFO 2026-01-07T20:43:18 +585ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +126ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:18 +53ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:18 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:18 +141ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +83ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +150ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +13ms service=bus type=message.part.updated publishing I understand the task. I need to analyze the provided `convXXX.json` files in the current directory, apply the classification rules, and generate a corresponding `convXXX_classification.json` file for each one, indicating whether user ID 4 (Mathieu Virbel, "reflector team") needs to reply. Since I don't know which `convXXX.json` files are present, I will start by listing all `conv*.json` files in the current directory. INFO 2026-01-07T20:43:18 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:18 +1ms service=bus type=message.updated publishing |  Glob app/input INFO 2026-01-07T20:43:18 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:18 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:43:18 +0ms service=session.prompt step=1 sessionID=ses_465ccec86ffeIU3cz761qhGMvX loop INFO 2026-01-07T20:43:18 +7ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:18 +6ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title stream INFO 2026-01-07T20:43:18 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:43:18 +8ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:18 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:43:18 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:18 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:43:18 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:43:18 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started read INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started write INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started task INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:43:18 +2ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:43:18 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:43:18 +4ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-07T20:43:18 +2ms service=session.processor process INFO 2026-01-07T20:43:18 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build stream INFO 2026-01-07T20:43:18 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:43:18 +18ms service=bus type=session.status publishing ERROR 2026-01-07T20:43:19 +667ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:19 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:19 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +60ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +58ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +90ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +28ms service=lsp file=/app/input/conv1.json touching file INFO 2026-01-07T20:43:19 +3ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv1.json read INFO 2026-01-07T20:43:19 +4ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json INFO 2026-01-07T20:43:19 +48ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +12ms service=lsp file=/app/input/conv2.json touching file INFO 2026-01-07T20:43:19 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv2.json read INFO 2026-01-07T20:43:19 +11ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2026-01-07T20:43:19 +17ms service=lsp file=/app/input/conv3.json touching file INFO 2026-01-07T20:43:19 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv3.json read INFO 2026-01-07T20:43:19 +21ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2026-01-07T20:43:19 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +9ms service=lsp file=/app/input/conv4.json touching file INFO 2026-01-07T20:43:19 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv4.json read INFO 2026-01-07T20:43:19 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2026-01-07T20:43:19 +49ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +2ms service=lsp file=/app/input/conv5.json touching file INFO 2026-01-07T20:43:19 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv5.json read INFO 2026-01-07T20:43:19 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:19 +1ms service=bus type=message.updated publishing |  Read app/input/conv5.json The files to analyze are `conv1.json`, `conv2.json`, `conv3.json`, `conv4.json`, and `conv5.json`. I will now read the content of all five files in parallel. INFO 2026-01-07T20:43:19 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:19 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:43:19 +1ms service=session.prompt step=2 sessionID=ses_465ccec86ffeIU3cz761qhGMvX loop INFO 2026-01-07T20:43:19 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:19 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title stream INFO 2026-01-07T20:43:19 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:43:19 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:19 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:43:19 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:19 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:43:19 +3ms service=tool.registry status=started invalid INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:43:19 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:43:19 +1ms service=tool.registry status=started read INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started write INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started task INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:43:19 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-07T20:43:19 +6ms service=session.prompt status=completed duration=10 resolveTools INFO 2026-01-07T20:43:20 +13ms service=session.processor process INFO 2026-01-07T20:43:20 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build stream INFO 2026-01-07T20:43:20 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:43:20 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:43:20 +409ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:20 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:20 +363ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:20 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:20 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:21 +204ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:21 +245ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:21 +208ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:21 +192ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:21 +116ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:21 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:21 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:21 +96ms service=session.summary title=Classifying conversation reply needs title INFO 2026-01-07T20:43:21 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:21 +63ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:22 +158ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:22 +212ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:22 +30ms service=session.summary title=Classifying conversations for reply needs title INFO 2026-01-07T20:43:22 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:22 +166ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:22 +169ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:22 +106ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:22 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:22 +86ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:23 +254ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:23 +204ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:23 +209ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:23 +211ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:23 +124ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:23 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:24 +80ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:24 +101ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:24 +122ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:24 +32ms service=session.summary title=Classifying conversation replies title INFO 2026-01-07T20:43:24 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:24 +196ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:24 +194ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:24 +178ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:25 +183ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:25 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:25 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:25 +185ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:25 +164ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:25 +169ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:25 +163ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:25 +164ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:26 +154ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:26 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:26 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:26 +156ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:26 +148ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:26 +165ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:26 +179ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:26 +202ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:27 +151ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:27 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:27 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:27 +200ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:27 +236ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:27 +192ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:27 +189ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:43:28 +187ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:28 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:28 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +184ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +179ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +320ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +1ms service=bus type=file.edited publishing INFO 2026-01-07T20:43:28 +1ms service=format file=/app/input/conv1_classification.json formatting INFO 2026-01-07T20:43:28 +1ms service=format name=zig ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:43:28 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:28 +6ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:43:28 +1ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:43:28 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:43:28 +3ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv1_classification.json read INFO 2026-01-07T20:43:28 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2026-01-07T20:43:28 +3ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2026-01-07T20:43:29 +240ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:29 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:29 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +1ms service=bus type=file.edited publishing INFO 2026-01-07T20:43:29 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2026-01-07T20:43:29 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv2_classification.json read INFO 2026-01-07T20:43:29 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-01-07T20:43:29 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +3ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json INFO 2026-01-07T20:43:29 +247ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +4ms service=bus type=file.edited publishing INFO 2026-01-07T20:43:29 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2026-01-07T20:43:29 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:43:29 +1ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:43:29 +1ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv3_classification.json read INFO 2026-01-07T20:43:29 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-01-07T20:43:29 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +5ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json INFO 2026-01-07T20:43:29 +339ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +1ms service=bus type=file.edited publishing INFO 2026-01-07T20:43:29 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2026-01-07T20:43:29 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:43:29 +1ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:43:29 +1ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:43:29 +1ms service=format name=biome ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv4_classification.json read INFO 2026-01-07T20:43:29 +1ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-01-07T20:43:29 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +8ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json INFO 2026-01-07T20:43:29 +218ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +0ms service=bus type=file.edited publishing INFO 2026-01-07T20:43:29 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-01-07T20:43:29 +1ms service=format name=zig ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:43:29 +0ms service=file.time sessionID=ses_465ccec86ffeIU3cz761qhGMvX file=/app/input/conv5_classification.json read INFO 2026-01-07T20:43:29 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-01-07T20:43:29 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +12ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2026-01-07T20:43:29 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:29 +1ms service=bus type=message.updated publishing I have read all five files. Now I will analyze each one based on the classification rules for user ID 4 (Mathieu Virbel, "reflector team"). ### Analysis of `conv1.json` - **User ID (4) in `recent_messages`**: - Message ID 1640581 (line 00124): Sender ID 4 (User sent message). - Message ID 1640562 (line 00138): Sender ID 4 (User sent message). - Message ID 1643055 (line 00026): Sender ID 4 (User sent message). - **Mentions of User (Mathieu) or Team (reflector)**: - Message ID 1648095 (line 00012): Mentions `@_**Mathieu|299**`. (User is mentioned) - Message ID 1643144 (line 00020): Mentions `@**Mathieu**`. (User is mentioned) - Message ID 1641637 (line 00111): Mentions `@**Mathieu**`. (User is mentioned) - Message ID 1640568 (line 00132): Mentions `@**Mathieu**`. (User is mentioned) - Message ID 1639999 (line 00202): Mentions `@**Mathieu**`. (User is mentioned) - **Last Message Status**: - The most recent message (ID 1648095, from sender 15) mentions a quote from a user with a name that seems like a variation of Mathieu's name (`@_**Mathieu|299**`) and then comments: "Tries this, lovable couldn't do it". - The second most recent message (ID 1643144, from sender 16) is "I replied @**Mathieu**". - The third most recent message (ID 1643055, from sender 4 - the user) is a link and a question: "https://www.reddit.com/r/LocalLLaMA/s/fDamPcAonp - could we be interested? If price can be negotiated?". **Conclusion for `conv1.json`**: The third most recent message is a question from the user, to which the second most recent message seems to be a reply, and the most recent message is a continuation of an older sub-topic. Crucially, the user (ID 4) did **not** send the last message, and the last two messages mention a variation of the user's name or the user directly, and the message before that says "I replied @**Mathieu**". Although the most recent message (1648095) is a continuation of a different thread segment, the user was mentioned in the two previous messages (1643144 mentions the user directly). Let's re-examine the order: 1. (Latest) ID 1648095 (Sender 15): Comments on an older quote. **No direct prompt for the user.** 2. ID 1643144 (Sender 16): "I replied @**Mathieu**". This suggests a response was made to the user. 3. ID 1643055 (Sender 4 - User): Asks a question. Since the user's last action (message 1643055) was a question, and there are subsequent messages, it's possible a reply is needed to close the loop, or for the user to acknowledge the reply, or to continue the thread. The message "I replied @**Mathieu**" suggests the ball is in Mathieu's court, but this is followed by another message (1648095). Given the complexity and the fact that the user was explicitly mentioned and an earlier message states a reply was sent to the user, a reply is warranted to acknowledge or continue the discussion. **Classification**: `need_reply: true`. **Reason**: The user was directly mentioned in the message just before the last one, and an earlier message stated a reply was sent to the user (`I replied @**Mathieu**`), suggesting the user is expected to acknowledge or continue the conversation. ### Analysis of `conv2.json` - **User ID (4) in `recent_messages`**: Not present. - **Mentions of User (Mathieu) or Team (reflector)**: - Message ID 1649633 (line 00012): Mentions `@*reflectors*`. (Team is mentioned) - **Last Message Status**: - The only message (ID 1649633, from sender 17) mentions the user's team (`@*reflectors*`), presents a problem and potential solution (durable workflow), and ends with an open-ended question: "What do you think? Probably we can have a separate call to speak about it - consider the videos above a prep then (5min + 5min)". **Classification**: `need_reply: true`. **Reason**: The user's team (`@*reflectors*`) was directly mentioned, and the message ends with an open question ("What do you think?"), expecting a response from a team member. ### Analysis of `conv3.json` - **User ID (4) in `recent_messages`**: - Message ID 1649751 (line 00034): Sender ID 4 (User sent message). - Message ID 1649745 (line 00048): Sender ID 4 (User sent message). - Message ID 1649731 (line 00062): Sender ID 4 (User sent message). - ... and several others. - **Last Message Status**: - The most recent message (ID 1649755, from sender 70) is: "Or can I only do that locally?". - The second most recent message (ID 1649754, from sender 70) is: "How can I do that?". - The third most recent message (ID 1649753, from sender 70) is: "I'd like to see how each model does on my task.". - The fourth most recent message (ID 1649751, from sender 4 - the user) is: "@**Nik** https://eval.monadical.io/". This was a response to an earlier question by sender 70. - The last three messages are from sender 70 and are direct follow-up questions ("How can I do that?", "Or can I only do that locally?"). **Classification**: `need_reply: true`. **Reason**: The last three messages are unanswered questions from another participant, directed at the ongoing exchange with the user, indicating the other user is waiting for a response. ### Analysis of `conv4.json` - **User ID (4) in `recent_messages`**: Not present. - **Mentions of User (Mathieu) or Team (reflector)**: - Message content is an email. `html_content` says "Hey Mathieu", and `to_contact_ids` includes "4". The email body also says, "Give me a call." - **Last Message Status**: - The message is a direct email to "Mathieu" (ID 4) asking him to call, suggesting an action/response is expected. **Classification**: `need_reply: true`. **Reason**: The user (Mathieu) is directly addressed in the email (`Hey Mathieu`) and an action is requested ("Give me a call."), requiring a response or action from the user. ### Analysis of `conv5.json` - **User ID (4) in `contact_ids`**: User ID 4 is *not* in the `contact_ids` list. - **Mentions of User (Mathieu) or Team (reflector)**: - No mention of "Mathieu" or the "reflector" team in the `recent_messages`. - **Last Message Status**: - This is a general thread about days off. No direct mentions or outstanding questions for the user. **Classification**: `need_reply: false`. **Reason**: The user is not a participant (not in `contact_ids`), is not mentioned, and no action or response is expected from the user. --- Now I will create the classification files. ### Creation of Output Files 1. `conv1_classification.json` 2. `conv2_classification.json` 3. `conv3_classification.json` 4. `conv4_classification.json` 5. `conv5_classification.json` INFO 2026-01-07T20:43:29 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:29 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:43:29 +0ms service=session.prompt step=3 sessionID=ses_465ccec86ffeIU3cz761qhGMvX loop INFO 2026-01-07T20:43:29 +14ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:30 +4ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:30 +2ms service=bus type=session.diff publishing INFO 2026-01-07T20:43:30 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:30 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:43:30 +3ms service=tool.registry status=started invalid INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:43:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started read INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started write INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started task INFO 2026-01-07T20:43:30 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:43:30 +1ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:43:30 +2ms service=tool.registry status=completed duration=3 skill INFO 2026-01-07T20:43:30 +0ms service=tool.registry status=completed duration=4 task INFO 2026-01-07T20:43:30 +3ms service=session.prompt status=completed duration=10 resolveTools INFO 2026-01-07T20:43:30 +14ms service=session.processor process INFO 2026-01-07T20:43:30 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build stream INFO 2026-01-07T20:43:30 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_465ccec86ffeIU3cz761qhGMvX small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-07T20:43:30 +8ms service=bus type=session.status publishing ERROR 2026-01-07T20:43:30 +45ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:43:30 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:43:30 +629ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:30 +68ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:30 +158ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:30 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:31 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:31 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:43:31 +2ms service=bus type=message.updated publishing All classification files have been created as requested: - `conv1_classification.json`: `true` - `conv2_classification.json`: `true` - `conv3_classification.json`: `true` - `conv4_classification.json`: `true` - `conv5_classification.json`: `false` INFO 2026-01-07T20:43:31 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:31 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:43:31 +0ms service=session.prompt step=4 sessionID=ses_465ccec86ffeIU3cz761qhGMvX loop INFO 2026-01-07T20:43:31 +32ms service=session.prompt sessionID=ses_465ccec86ffeIU3cz761qhGMvX exiting loop INFO 2026-01-07T20:43:31 +2ms service=session.compaction pruning INFO 2026-01-07T20:43:31 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:31 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:43:31 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:43:31 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:43:31 +12ms service=session.prompt sessionID=ses_465ccec86ffeIU3cz761qhGMvX cancel INFO 2026-01-07T20:43:31 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:43:31 +0ms service=bus type=session.idle publishing INFO 2026-01-07T20:43:31 +3ms service=default directory=/app/input disposing instance INFO 2026-01-07T20:43:31 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-07T20:43:31 +3ms 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.