/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-anthropic-claude-sonnet-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 23eeac34 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/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 2026-01-07T20:42:03 +659ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-07T20:42:03 +8ms service=default directory=/app/input creating instance INFO 2026-01-07T20:42:03 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-07T20:42:03 +16ms service=storage index=0 running migration ERROR 2026-01-07T20:42:03 +20ms service=storage index=0 failed to run migration INFO 2026-01-07T20:42:03 +5ms service=storage index=1 running migration INFO 2026-01-07T20:42:03 +13ms service=default directory=/app/input bootstrapping INFO 2026-01-07T20:42:03 +8ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-07T20:42:03 +68ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-07T20:42:03 +5ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-07T20:42:03 +6ms 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 2026-01-07T20:42:04 +450ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [425.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-07T20:42:04 +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 2026-01-07T20:42:04 +17ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [3.00ms] stderr= done INFO 2026-01-07T20:42:04 +11ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-07T20:42:04 +6ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-07T20:42:04 +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 2026-01-07T20:42:04 +113ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [105.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-07T20:42:04 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-07T20:42:04 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-07T20:42:04 +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 2026-01-07T20:42:04 +580ms 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 [566.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-07T20:42:04 +51ms service=bus type=* subscribing INFO 2026-01-07T20:42:04 +1ms service=bus type=session.updated subscribing INFO 2026-01-07T20:42:04 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:42:04 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:42:04 +1ms service=bus type=session.updated subscribing INFO 2026-01-07T20:42:04 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:42:04 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:42:04 +1ms service=bus type=session.diff subscribing INFO 2026-01-07T20:42:04 +0ms service=format init INFO 2026-01-07T20:42:04 +0ms service=bus type=file.edited subscribing INFO 2026-01-07T20:42:04 +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 2026-01-07T20:42:04 +6ms service=bus type=command.executed subscribing INFO 2026-01-07T20:42:04 +89ms service=server method=POST path=/session request INFO 2026-01-07T20:42:04 +0ms service=server status=started method=POST path=/session request INFO 2026-01-07T20:42:04 +5ms service=session id=ses_465ce06ebffeqF86Q6SqJ6X4ip version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-07T20:42:04.948Z time={"created":1767818524948,"updated":1767818524948} created INFO 2026-01-07T20:42:04 +2ms service=bus type=session.created publishing INFO 2026-01-07T20:42:04 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:04 +13ms service=server status=completed duration=21 method=POST path=/session request INFO 2026-01-07T20:42:04 +12ms service=server method=GET path=/config request INFO 2026-01-07T20:42:04 +0ms service=server status=started method=GET path=/config request INFO 2026-01-07T20:42:04 +4ms service=server status=completed duration=4 method=GET path=/config request INFO 2026-01-07T20:42:04 +7ms service=server method=GET path=/event request INFO 2026-01-07T20:42:04 +0ms service=server status=started method=GET path=/event request INFO 2026-01-07T20:42:04 +1ms service=server event connected INFO 2026-01-07T20:42:04 +2ms service=bus type=* subscribing INFO 2026-01-07T20:42:04 +2ms service=server status=completed duration=5 method=GET path=/event request INFO 2026-01-07T20:42:04 +6ms service=server method=POST path=/session/ses_465ce06ebffeqF86Q6SqJ6X4ip/message request INFO 2026-01-07T20:42:04 +0ms service=server status=started method=POST path=/session/ses_465ce06ebffeqF86Q6SqJ6X4ip/message request INFO 2026-01-07T20:42:05 +12ms service=server status=completed duration=12 method=POST path=/session/ses_465ce06ebffeqF86Q6SqJ6X4ip/message request INFO 2026-01-07T20:42:05 +25ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:05 +8ms service=provider status=started state INFO 2026-01-07T20:42:05 +9ms service=models.dev file={} refreshing INFO 2026-01-07T20:42:05 +38ms service=provider init INFO 2026-01-07T20:42:05 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:05 +5ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:05 +5ms service=bus type=session.status publishing INFO 2026-01-07T20:42:05 +0ms service=session.prompt step=0 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip loop INFO 2026-01-07T20:42:05 +18ms service=provider providerID=openrouter found INFO 2026-01-07T20:42:05 +0ms service=provider providerID=opencode found INFO 2026-01-07T20:42:05 +0ms service=provider providerID=litellm found INFO 2026-01-07T20:42:05 +0ms service=provider status=completed duration=81 state INFO 2026-01-07T20:42:05 +11ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title stream INFO 2026-01-07T20:42:05 +2ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:42:05 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-07T20:42:05 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:42:05 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:05 +2ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:42:05 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:42:05 +20ms service=tool.registry status=started invalid INFO 2026-01-07T20:42:05 +1ms service=tool.registry status=started bash INFO 2026-01-07T20:42:05 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:42:05 +1ms service=tool.registry status=started read INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:42:05 +1ms service=tool.registry status=started grep INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started write INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started task INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:42:05 +2ms service=tool.registry status=completed duration=6 invalid INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=3 read INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-07T20:42:05 +1ms service=tool.registry status=completed duration=3 todoread INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=6 bash INFO 2026-01-07T20:42:05 +0ms service=tool.registry status=completed duration=3 task INFO 2026-01-07T20:42:05 +2ms service=tool.registry status=completed duration=5 skill INFO 2026-01-07T20:42:05 +10ms service=session.prompt status=completed duration=46 resolveTools INFO 2026-01-07T20:42:05 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:05 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title stream INFO 2026-01-07T20:42:05 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:42:05 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:05 +3ms service=bus type=session.diff publishing INFO 2026-01-07T20:42:05 +5ms service=session.processor process INFO 2026-01-07T20:42:05 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build stream INFO 2026-01-07T20:42:05 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:42:05 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:42:05 +3ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build params={"options":{}} params INFO 2026-01-07T20:42:05 +3ms service=bus type=session.status publishing ERROR 2026-01-07T20:42:05 +738ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:05 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:06 +388ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +67ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +47ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +169ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +112ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:06 +63ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:07 +220ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:07 +126ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:42:07 +145ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:07 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:07 +73ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:07 +19ms service=bus type=message.part.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: INFO 2026-01-07T20:42:07 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:07 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:07 +1ms service=bus type=message.updated publishing |  Glob app/input INFO 2026-01-07T20:42:07 +10ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:07 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:42:07 +0ms service=session.prompt step=1 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip loop INFO 2026-01-07T20:42:07 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:07 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title stream INFO 2026-01-07T20:42:07 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:42:07 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:07 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:42:07 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:07 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:42:07 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:42:07 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:42:07 +4ms service=tool.registry status=started read INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started write INFO 2026-01-07T20:42:07 +1ms service=tool.registry status=started task INFO 2026-01-07T20:42:07 +2ms service=tool.registry status=started webfetch INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:42:07 +1ms service=tool.registry status=completed duration=8 invalid INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=4 read INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=4 glob INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=4 grep INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=4 edit INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=4 write INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=8 bash INFO 2026-01-07T20:42:07 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:42:07 +0ms service=tool.registry status=completed duration=5 task INFO 2026-01-07T20:42:07 +6ms service=session.prompt status=completed duration=16 resolveTools INFO 2026-01-07T20:42:07 +33ms service=session.processor process INFO 2026-01-07T20:42:07 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build stream INFO 2026-01-07T20:42:07 +3ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build params={"options":{}} params INFO 2026-01-07T20:42:07 +21ms service=bus type=session.status publishing ERROR 2026-01-07T20:42:08 +858ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:08 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:09 +982ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:09 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:09 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:09 +17ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:09 +263ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:09 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +382ms service=session.summary title=Classifying conversation replies title INFO 2026-01-07T20:42:10 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:10 +164ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +8ms service=lsp file=/app/input/conv1.json touching file INFO 2026-01-07T20:42:10 +1ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv1.json read INFO 2026-01-07T20:42:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json ERROR 2026-01-07T20:42:10 +119ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:10 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:10 +194ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +3ms service=lsp file=/app/input/conv2.json touching file INFO 2026-01-07T20:42:10 +0ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv2.json read INFO 2026-01-07T20:42:10 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +4ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2026-01-07T20:42:10 +272ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +2ms service=lsp file=/app/input/conv3.json touching file INFO 2026-01-07T20:42:10 +0ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv3.json read INFO 2026-01-07T20:42:10 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:10 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2026-01-07T20:42:11 +350ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +20ms service=lsp file=/app/input/conv4.json touching file INFO 2026-01-07T20:42:11 +0ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv4.json read INFO 2026-01-07T20:42:11 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2026-01-07T20:42:11 +235ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +14ms service=lsp file=/app/input/conv5.json touching file INFO 2026-01-07T20:42:11 +0ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv5.json read INFO 2026-01-07T20:42:11 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:11 +1ms service=bus type=message.updated publishing |  Read app/input/conv5.json Now let me read all the conversation files to analyze them: INFO 2026-01-07T20:42:11 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:11 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:42:11 +0ms service=session.prompt step=2 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip loop INFO 2026-01-07T20:42:11 +5ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:11 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:11 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:42:11 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:11 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:42:11 +2ms service=tool.registry status=started invalid INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:42:11 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started read INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:42:11 +1ms service=tool.registry status=started grep INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started write INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started task INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:42:11 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:42:11 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:42:11 +2ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:42:11 +9ms service=session.processor process INFO 2026-01-07T20:42:11 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build stream INFO 2026-01-07T20:42:11 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build params={"options":{}} params INFO 2026-01-07T20:42:11 +3ms service=bus type=session.status publishing ERROR 2026-01-07T20:42:11 +8ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:11 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:12 +1118ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:12 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:12 +72ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:12 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:12 +93ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:12 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:13 +51ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:13 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:13 +67ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:13 +361ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:42:13 +248ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:13 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:14 +1100ms service=session.summary title=Classifying conversation replies title INFO 2026-01-07T20:42:14 +3ms service=bus type=message.updated publishing ERROR 2026-01-07T20:42:15 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:15 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:16 +1076ms service=bus type=file.edited publishing INFO 2026-01-07T20:42:16 +1ms service=format file=/app/input/conv1_classification.json formatting INFO 2026-01-07T20:42:16 +2ms service=format name=zig ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:42:16 +2ms service=format name=air ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:42:16 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:16 +3ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:42:16 +1ms service=format name=mix ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:42:16 +10ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:42:16 +3ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:42:16 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:42:16 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:16 +8ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv1_classification.json read INFO 2026-01-07T20:42:16 +3ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2026-01-07T20:42:16 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2026-01-07T20:42:17 +973ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:17 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:19 +1597ms service=bus type=file.edited publishing INFO 2026-01-07T20:42:19 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2026-01-07T20:42:19 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:42:19 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:42:19 +1ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv2_classification.json read INFO 2026-01-07T20:42:19 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-01-07T20:42:19 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:19 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:19 +9ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json ERROR 2026-01-07T20:42:20 +987ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:20 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:21 +857ms service=bus type=file.edited publishing INFO 2026-01-07T20:42:21 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2026-01-07T20:42:21 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:42:21 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:42:21 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:42:21 +1ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv3_classification.json read INFO 2026-01-07T20:42:21 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-01-07T20:42:21 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:21 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:21 +0ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json ERROR 2026-01-07T20:42:22 +984ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:22 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:23 +692ms service=bus type=file.edited publishing INFO 2026-01-07T20:42:23 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2026-01-07T20:42:23 +0ms service=format name=zig ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:42:23 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:42:23 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:42:23 +3ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv4_classification.json read INFO 2026-01-07T20:42:23 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-01-07T20:42:23 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:23 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:23 +1ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json ERROR 2026-01-07T20:42:24 +976ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:24 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:25 +915ms service=bus type=file.edited publishing INFO 2026-01-07T20:42:25 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-01-07T20:42:25 +1ms service=format name=zig ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:42:25 +0ms service=file.time sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip file=/app/input/conv5_classification.json read INFO 2026-01-07T20:42:25 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-01-07T20:42:25 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:25 +5ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2026-01-07T20:42:25 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:25 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:25 +2ms service=bus type=message.updated publishing Now I'll analyze each conversation and create the classification files: INFO 2026-01-07T20:42:25 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:25 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:42:25 +0ms service=session.prompt step=3 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip loop INFO 2026-01-07T20:42:25 +19ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:25 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:25 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:42:25 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:25 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:42:25 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:42:25 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:42:25 +1ms service=tool.registry status=started read INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started write INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started task INFO 2026-01-07T20:42:25 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:42:25 +1ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-07T20:42:25 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:42:25 +0ms service=tool.registry status=completed duration=3 task INFO 2026-01-07T20:42:25 +4ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-07T20:42:25 +5ms service=session.processor process INFO 2026-01-07T20:42:25 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build stream INFO 2026-01-07T20:42:25 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip small=false agent=build params={"options":{}} params INFO 2026-01-07T20:42:25 +9ms service=bus type=session.status publishing ERROR 2026-01-07T20:42:26 +891ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:26 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:26 +449ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +344ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +103ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:26 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +135ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +65ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +47ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +54ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +60ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:42:27 +136ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:27 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:27 +111ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +100ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +148ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +46ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +106ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:27 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +62ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +71ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +153ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +46ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +61ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +56ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +78ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +54ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:42:28 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:28 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:28 +96ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +55ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +212ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +38ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +66ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +87ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +150ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +45ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +53ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +57ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +52ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +2ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:42:29 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:42:29 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:42:29 +106ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +134ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:42:29 +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` - Recent message is an update about Lovable not completing a task, not directed at the user **conv2_classification.json** - `need_reply: true` - The user's team '@*reflectors*' is directly mentioned with a request for feedback on implementing a durable workflow pattern **conv3_classification.json** - `need_reply: false` - User already responded and merged PRs; latest messages are follow-up questions that were already answered **conv4_classification.json** - `need_reply: true` - Direct email to the user requesting a call about business opportunities **conv5_classification.json** - `need_reply: false` - General day-off announcement thread with no action required from the user All classification files have been created with the appropriate `need_reply` status and reasoning. INFO 2026-01-07T20:42:29 +8ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:29 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:42:29 +0ms service=session.prompt step=4 sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip loop INFO 2026-01-07T20:42:29 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:29 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:42:29 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:42:29 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:42:29 +8ms service=session.prompt sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip exiting loop INFO 2026-01-07T20:42:29 +1ms service=session.compaction pruning INFO 2026-01-07T20:42:29 +1ms service=session.prompt sessionID=ses_465ce06ebffeqF86Q6SqJ6X4ip cancel INFO 2026-01-07T20:42:29 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:42:29 +0ms service=bus type=session.idle publishing INFO 2026-01-07T20:42:29 +4ms service=default directory=/app/input disposing instance INFO 2026-01-07T20:42:29 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-07T20:42:29 +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.