/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_20251227_150018/task12_need_reply/openrouter-anthropic-claude-sonnet-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 83e96309 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 353 models to OpenCode configuration Set default model to openrouter/anthropic/claude-sonnet-4.5 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Need Reply Classification Task You are an AI assistant helping a user manage their conversations. Your task is to analyze conversation threads and determine if they require a response from the user. ## User Context - **User ID**: 4 - **User Name**: Mathieu Virbel - **Team Membership**: reflector team ## Task For each conversation file in this directory (`convXXX.json`) in the current directory, analyze the conversation and create a corresponding classification file. ### Input Format Each `convN.json` file contains a conversation with: - `id`: Unique conversation identifier - `contact_ids`: List of participant contact IDs - `title`: Conversation title - `recent_messages`: Array of messages, each with: - `content`: Message text (may contain @mentions in Zulip format like `@**Name**` or `@*group*`) - `sender_contact_id`: ID of the message sender - `timestamp`: Unix timestamp ### Output Format For each `convN.json`, create a `convN_classification.json` file with: ```json { "need_reply": true/false, "reason": "Brief explanation of why the user does or doesn't need to reply" } ``` ### Classification Rules The user needs to reply (`need_reply: true`) if ANY of these conditions are met: 1. The user is directly mentioned 2. A team the user belongs to is mentioned 3. The last message(s) are from someone else and appear to be directed at or waiting for the user (e.g., questions in an active exchange with the user) The user does NOT need to reply (`need_reply: false`) if: 1. The user sent the last message(s) and the conversation appears concluded 2. The conversation doesn't involve or mention the user 3. No action or response is expected from the user ### Important Notes - Messages are ordered by timestamp (most recent first in the array) - Look at the conversation flow to understand if someone is waiting for a response - Consider the context of the full conversation, not just individual messages PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user. --- TASK END --- INFO 2025-12-27T15:25:34 +581ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-27T15:25:34 +2ms service=default directory=/app/input creating instance INFO 2025-12-27T15:25:34 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-27T15:25:34 +13ms service=storage index=0 running migration ERROR 2025-12-27T15:25:34 +3ms service=storage index=0 failed to run migration INFO 2025-12-27T15:25:34 +0ms service=storage index=1 running migration INFO 2025-12-27T15:25:34 +4ms service=default directory=/app/input bootstrapping INFO 2025-12-27T15:25:34 +7ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-27T15:25:34 +25ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-27T15:25:34 +2ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-27T15:25:34 +9ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.155","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-12-27T15:25:34 +315ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [298.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-27T15:25:34 +8ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-27T15:25:34 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-27T15:25:34 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-27T15:25:34 +161ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [154.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-27T15:25:34 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-27T15:25:34 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-27T15:25:34 +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 2025-12-27T15:25:35 +738ms 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 [729.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-12-27T15:25:35 +37ms service=bus type=* subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=session.updated subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=message.updated subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=session.updated subscribing INFO 2025-12-27T15:25:35 +1ms service=bus type=message.updated subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-27T15:25:35 +0ms service=bus type=session.diff subscribing INFO 2025-12-27T15:25:35 +0ms service=format init INFO 2025-12-27T15:25:35 +0ms service=bus type=file.edited subscribing INFO 2025-12-27T15:25:35 +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 2025-12-27T15:25:35 +4ms service=bus type=command.executed subscribing INFO 2025-12-27T15:25:35 +70ms service=server method=POST path=/session request INFO 2025-12-27T15:25:35 +0ms service=server status=started method=POST path=/session request INFO 2025-12-27T15:25:35 +4ms service=session id=ses_49f95bb49ffetT5GaLO2hFZgXK version=1.0.155 projectID=global directory=/app/input title=New session - 2025-12-27T15:25:35.798Z time={"created":1766849135798,"updated":1766849135798} created INFO 2025-12-27T15:25:35 +1ms service=bus type=session.created publishing INFO 2025-12-27T15:25:35 +3ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:35 +2ms service=server status=completed duration=10 method=POST path=/session request INFO 2025-12-27T15:25:35 +1ms service=server method=GET path=/config request INFO 2025-12-27T15:25:35 +0ms service=server status=started method=GET path=/config request INFO 2025-12-27T15:25:35 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2025-12-27T15:25:35 +4ms service=server method=GET path=/event request INFO 2025-12-27T15:25:35 +0ms service=server status=started method=GET path=/event request INFO 2025-12-27T15:25:35 +1ms service=server event connected INFO 2025-12-27T15:25:35 +2ms service=bus type=* subscribing INFO 2025-12-27T15:25:35 +2ms service=server status=completed duration=5 method=GET path=/event request INFO 2025-12-27T15:25:35 +1ms service=server method=POST path=/session/ses_49f95bb49ffetT5GaLO2hFZgXK/message request INFO 2025-12-27T15:25:35 +0ms service=server status=started method=POST path=/session/ses_49f95bb49ffetT5GaLO2hFZgXK/message request INFO 2025-12-27T15:25:35 +5ms service=server status=completed duration=5 method=POST path=/session/ses_49f95bb49ffetT5GaLO2hFZgXK/message request INFO 2025-12-27T15:25:35 +13ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:35 +5ms service=provider status=started state INFO 2025-12-27T15:25:35 +4ms service=models.dev file={} refreshing INFO 2025-12-27T15:25:35 +17ms service=provider init INFO 2025-12-27T15:25:35 +4ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:35 +2ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:35 +2ms service=bus type=session.status publishing INFO 2025-12-27T15:25:35 +0ms service=session.prompt step=0 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK loop INFO 2025-12-27T15:25:35 +11ms service=provider providerID=openrouter found INFO 2025-12-27T15:25:35 +0ms service=provider providerID=opencode found INFO 2025-12-27T15:25:35 +0ms service=provider providerID=litellm found INFO 2025-12-27T15:25:35 +0ms service=provider status=completed duration=40 state INFO 2025-12-27T15:25:35 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=true agent=title stream INFO 2025-12-27T15:25:35 +1ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-27T15:25:35 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2025-12-27T15:25:35 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2025-12-27T15:25:35 +1ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:35 +1ms service=session.prompt status=started resolveTools INFO 2025-12-27T15:25:35 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=true agent=title params={"options":{}} params INFO 2025-12-27T15:25:35 +15ms service=tool.registry status=started invalid INFO 2025-12-27T15:25:35 +1ms service=tool.registry status=started bash INFO 2025-12-27T15:25:35 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started read INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started glob INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started grep INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started list INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started edit INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started write INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started task INFO 2025-12-27T15:25:35 +1ms service=tool.registry status=started webfetch INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started todowrite INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=started todoread INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=3 invalid INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 write INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=2 bash INFO 2025-12-27T15:25:35 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-27T15:25:35 +8ms service=session.prompt status=completed duration=29 resolveTools INFO 2025-12-27T15:25:35 +19ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:35 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=true agent=title stream INFO 2025-12-27T15:25:35 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=true agent=title params={"options":{}} params INFO 2025-12-27T15:25:35 +2ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:35 +6ms service=bus type=session.diff publishing INFO 2025-12-27T15:25:35 +5ms service=session.processor process INFO 2025-12-27T15:25:35 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build stream INFO 2025-12-27T15:25:35 +1ms service=provider status=started providerID=openrouter getSDK INFO 2025-12-27T15:25:35 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2025-12-27T15:25:35 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build params={"options":{}} params INFO 2025-12-27T15:25:35 +6ms service=bus type=session.status publishing ERROR 2025-12-27T15:25:36 +845ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:36 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:37 +482ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:37 +16ms service=session.summary title=Reply classification task for conversations title INFO 2025-12-27T15:25:37 +1ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:37 +255ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +3ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +276ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +34ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +4ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +55ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:37 +16ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +89ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +151ms service=bus type=message.part.updated publishing ERROR 2025-12-27T15:25:38 +113ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:38 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:38 +50ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +269ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +18ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +4ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +7ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:38 +1ms service=bus type=message.updated publishing I'll analyze the conversation files in the current directory and create classification files for each one. Let me start by finding all the conversation JSON files: |  Glob app/input INFO 2025-12-27T15:25:38 +14ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:38 +1ms service=bus type=session.status publishing INFO 2025-12-27T15:25:38 +0ms service=session.prompt step=1 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK loop INFO 2025-12-27T15:25:38 +3ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:38 +3ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:38 +1ms service=bus type=session.diff publishing INFO 2025-12-27T15:25:38 +13ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:38 +1ms service=session.prompt status=started resolveTools INFO 2025-12-27T15:25:38 +1ms service=tool.registry status=started invalid INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started bash INFO 2025-12-27T15:25:38 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started read INFO 2025-12-27T15:25:38 +1ms service=tool.registry status=started glob INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started grep INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started list INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started edit INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started write INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started task INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started webfetch INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started todowrite INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=started todoread INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-27T15:25:38 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-27T15:25:38 +1ms service=tool.registry status=completed duration=1 task INFO 2025-12-27T15:25:38 +4ms service=session.prompt status=completed duration=7 resolveTools INFO 2025-12-27T15:25:38 +7ms service=session.processor process INFO 2025-12-27T15:25:38 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build stream INFO 2025-12-27T15:25:38 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build params={"options":{}} params INFO 2025-12-27T15:25:38 +7ms service=bus type=session.status publishing ERROR 2025-12-27T15:25:39 +649ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:39 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:39 +214ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:39 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:39 +16ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:39 +288ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:39 +43ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:40 +522ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:40 +15ms service=lsp file=/app/input/conv1.json touching file INFO 2025-12-27T15:25:40 +1ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv1.json read INFO 2025-12-27T15:25:40 +3ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:40 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json ERROR 2025-12-27T15:25:40 +114ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:40 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:40 +208ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:40 +2ms service=lsp file=/app/input/conv2.json touching file INFO 2025-12-27T15:25:40 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv2.json read INFO 2025-12-27T15:25:40 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:40 +3ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2025-12-27T15:25:41 +282ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +5ms service=lsp file=/app/input/conv3.json touching file INFO 2025-12-27T15:25:41 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv3.json read INFO 2025-12-27T15:25:41 +3ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2025-12-27T15:25:41 +348ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +4ms service=lsp file=/app/input/conv4.json touching file INFO 2025-12-27T15:25:41 +1ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv4.json read INFO 2025-12-27T15:25:41 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +0ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2025-12-27T15:25:41 +245ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +2ms service=lsp file=/app/input/conv5.json touching file INFO 2025-12-27T15:25:41 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv5.json read INFO 2025-12-27T15:25:41 +3ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2025-12-27T15:25:41 +10ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:41 +0ms service=bus type=message.updated publishing Now let me read all the conversation files to analyze them: INFO 2025-12-27T15:25:41 +5ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:41 +0ms service=bus type=session.status publishing INFO 2025-12-27T15:25:41 +0ms service=session.prompt step=2 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK loop INFO 2025-12-27T15:25:41 +3ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:41 +0ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:41 +0ms service=bus type=session.diff publishing INFO 2025-12-27T15:25:41 +8ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:41 +0ms service=session.prompt status=started resolveTools INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started invalid INFO 2025-12-27T15:25:41 +1ms service=tool.registry status=started bash INFO 2025-12-27T15:25:41 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started read INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started glob INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started grep INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started list INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started edit INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started write INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started task INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started webfetch INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started todowrite INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=started todoread INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-27T15:25:41 +1ms service=tool.registry status=completed duration=0 write INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 todoread INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-27T15:25:41 +0ms service=tool.registry status=completed duration=1 task INFO 2025-12-27T15:25:41 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-27T15:25:41 +3ms service=session.processor process INFO 2025-12-27T15:25:41 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build stream INFO 2025-12-27T15:25:41 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build params={"options":{}} params INFO 2025-12-27T15:25:41 +5ms service=bus type=session.status publishing ERROR 2025-12-27T15:25:41 +61ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:41 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:43 +2011ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:43 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +224ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +70ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +37ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +303ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +26ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +37ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:44 +157ms service=bus type=message.part.updated publishing ERROR 2025-12-27T15:25:44 +145ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:44 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:47 +3195ms service=bus type=file.edited publishing INFO 2025-12-27T15:25:47 +0ms service=format file=/app/input/conv1_classification.json formatting INFO 2025-12-27T15:25:47 +2ms service=format name=zig ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=uv format ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=terraform ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=ruff ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=air ext=.json checking INFO 2025-12-27T15:25:47 +0ms service=format name=prettier ext=.json checking INFO 2025-12-27T15:25:47 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:48 +7ms service=format name=ocamlformat ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=mix ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=gleam ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=dart ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-27T15:25:48 +0ms service=format name=biome ext=.json checking INFO 2025-12-27T15:25:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:48 +1ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv1_classification.json read INFO 2025-12-27T15:25:48 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2025-12-27T15:25:48 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2025-12-27T15:25:48 +989ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:48 +1ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:50 +1863ms service=bus type=file.edited publishing INFO 2025-12-27T15:25:50 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2025-12-27T15:25:50 +0ms service=format name=zig ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=uv format ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=terraform ext=.json checking INFO 2025-12-27T15:25:50 +1ms service=format name=standardrb ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=ruff ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=air ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=prettier ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=mix ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=gleam ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=dart ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-27T15:25:50 +0ms service=format name=biome ext=.json checking INFO 2025-12-27T15:25:50 +1ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv2_classification.json read INFO 2025-12-27T15:25:50 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2025-12-27T15:25:50 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:50 +8ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:50 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json ERROR 2025-12-27T15:25:51 +993ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:51 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:53 +1514ms service=bus type=file.edited publishing INFO 2025-12-27T15:25:53 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2025-12-27T15:25:53 +0ms service=format name=zig ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=uv format ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=terraform ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=ruff ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=air ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=prettier ext=.json checking INFO 2025-12-27T15:25:53 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=mix ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=gleam ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=dart ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=format name=biome ext=.json checking INFO 2025-12-27T15:25:53 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv3_classification.json read INFO 2025-12-27T15:25:53 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2025-12-27T15:25:53 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:53 +7ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:53 +1ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json ERROR 2025-12-27T15:25:54 +995ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:54 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:55 +685ms service=bus type=file.edited publishing INFO 2025-12-27T15:25:55 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2025-12-27T15:25:55 +0ms service=format name=zig ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=uv format ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=terraform ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=ruff ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=air ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=prettier ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=ocamlformat ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=mix ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-27T15:25:55 +1ms service=format name=ktlint ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=gleam ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=dart ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=format name=biome ext=.json checking INFO 2025-12-27T15:25:55 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv4_classification.json read INFO 2025-12-27T15:25:55 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2025-12-27T15:25:55 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:55 +7ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:55 +0ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json ERROR 2025-12-27T15:25:56 +995ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:56 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:56 +884ms service=bus type=file.edited publishing INFO 2025-12-27T15:25:56 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2025-12-27T15:25:56 +0ms service=format name=zig ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=uv format ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=terraform ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=ruff ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=air ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=prettier ext=.json checking INFO 2025-12-27T15:25:56 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=mix ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=gleam ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=dart ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=format name=biome ext=.json checking INFO 2025-12-27T15:25:56 +0ms service=file.time sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK file=/app/input/conv5_classification.json read INFO 2025-12-27T15:25:56 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2025-12-27T15:25:56 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:56 +4ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2025-12-27T15:25:56 +19ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:56 +4ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:57 +16ms service=bus type=message.updated publishing Now I'll analyze each conversation and create classification files: INFO 2025-12-27T15:25:57 +12ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:57 +0ms service=bus type=session.status publishing INFO 2025-12-27T15:25:57 +0ms service=session.prompt step=3 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK loop INFO 2025-12-27T15:25:57 +17ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:57 +1ms service=bus type=session.updated publishing INFO 2025-12-27T15:25:57 +1ms service=bus type=session.diff publishing INFO 2025-12-27T15:25:57 +1ms service=bus type=message.updated publishing INFO 2025-12-27T15:25:57 +3ms service=session.prompt status=started resolveTools INFO 2025-12-27T15:25:57 +2ms service=tool.registry status=started invalid INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started bash INFO 2025-12-27T15:25:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started read INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started glob INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started grep INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started list INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started edit INFO 2025-12-27T15:25:57 +1ms service=tool.registry status=started write INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started task INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started webfetch INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started todowrite INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=started todoread INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 read INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 edit INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=1 bash INFO 2025-12-27T15:25:57 +0ms service=tool.registry status=completed duration=0 task INFO 2025-12-27T15:25:57 +6ms service=session.prompt status=completed duration=9 resolveTools INFO 2025-12-27T15:25:57 +9ms service=session.processor process INFO 2025-12-27T15:25:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build stream INFO 2025-12-27T15:25:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK small=false agent=build params={"options":{}} params INFO 2025-12-27T15:25:57 +9ms service=bus type=session.status publishing ERROR 2025-12-27T15:25:57 +897ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:57 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:58 +285ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:58 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +929ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +5ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +56ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +1ms service=bus type=message.part.updated publishing ERROR 2025-12-27T15:25:59 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:25:59 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:25:59 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +59ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +76ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +147ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +51ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +53ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +9ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +11ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +79ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +25ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +91ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +125ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:25:59 +6ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +113ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +0ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +127ms service=bus type=message.part.updated publishing ERROR 2025-12-27T15:26:00 +38ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:26:00 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:26:00 +22ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +6ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +6ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +95ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +25ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +53ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +89ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +34ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +163ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +56ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +64ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +7ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:00 +14ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +148ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +57ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +58ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +55ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +4ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +29ms service=bus type=message.part.updated publishing ERROR 2025-12-27T15:26:01 +41ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-27T15:26:01 +0ms service=default e=NotFoundError rejection INFO 2025-12-27T15:26:01 +104ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +56ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +1ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +34ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +48ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +55ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +59ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +59ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +60ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +104ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +13ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:01 +58ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:02 +108ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:02 +10ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:02 +138ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:02 +2ms service=bus type=message.part.updated publishing INFO 2025-12-27T15:26:02 +1ms service=bus type=message.updated publishing I've successfully analyzed all 5 conversation files and created corresponding classification files. Here's a summary: **conv1_classification.json**: `need_reply: false` - Someone tried Mathieu's old suggestion and reported it didn't work, but this appears to be a status update rather than actively waiting for a response. **conv2_classification.json**: `need_reply: true` - Mathieu is mentioned as part of the @reflectors team. The message discusses reflector workflow issues and proposes a durable workflow solution, requesting feedback and suggesting a call. **conv3_classification.json**: `need_reply: false` - Mathieu already responded to the last question by providing the eval website link. No further action needed. **conv4_classification.json**: `need_reply: true` - Direct email to Mathieu requesting a call about business opportunities. Clearly requires a response. **conv5_classification.json**: `need_reply: false` - General team vacation announcement thread. Mathieu is not mentioned and no response is expected. All classification files have been created with the required JSON format including `need_reply` boolean and `reason` explanation. INFO 2025-12-27T15:26:02 +8ms service=bus type=message.updated publishing INFO 2025-12-27T15:26:02 +0ms service=bus type=session.status publishing INFO 2025-12-27T15:26:02 +1ms service=session.prompt step=4 sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK loop INFO 2025-12-27T15:26:02 +16ms service=bus type=message.updated publishing INFO 2025-12-27T15:26:02 +1ms service=bus type=message.updated publishing INFO 2025-12-27T15:26:02 +1ms service=bus type=session.updated publishing INFO 2025-12-27T15:26:02 +0ms service=bus type=session.diff publishing INFO 2025-12-27T15:26:02 +1ms service=session.prompt sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK exiting loop INFO 2025-12-27T15:26:02 +1ms service=session.compaction pruning INFO 2025-12-27T15:26:02 +2ms service=session.prompt sessionID=ses_49f95bb49ffetT5GaLO2hFZgXK cancel INFO 2025-12-27T15:26:02 +0ms service=bus type=session.status publishing INFO 2025-12-27T15:26:02 +0ms service=bus type=session.idle publishing INFO 2025-12-27T15:26:02 +10ms service=default directory=/app/input disposing instance INFO 2025-12-27T15:26:02 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-27T15:26:02 +1ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.