/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_20260111_150040/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: 535f7953 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 151 models to OpenCode configuration Added openrouter standard provider with 349 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 2026-01-11T15:07:04 +561ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-11T15:07:04 +3ms service=default directory=/app/input creating instance INFO 2026-01-11T15:07:04 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-11T15:07:04 +4ms service=storage index=0 running migration ERROR 2026-01-11T15:07:04 +2ms service=storage index=0 failed to run migration INFO 2026-01-11T15:07:04 +0ms service=storage index=1 running migration INFO 2026-01-11T15:07:04 +10ms service=default directory=/app/input bootstrapping INFO 2026-01-11T15:07:04 +8ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-11T15:07:04 +67ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-11T15:07:04 +7ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-11T15:07:04 +7ms 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 2026-01-11T15:07:05 +481ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [460.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-11T15:07:05 +1ms 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 2026-01-11T15:07:05 +12ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [3.00ms] stderr= done INFO 2026-01-11T15:07:05 +7ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-11T15:07:05 +6ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-11T15:07:05 +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 2026-01-11T15:07:05 +74ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [66.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-11T15:07:05 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-11T15:07:05 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-11T15:07:05 +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 2026-01-11T15:07:05 +529ms 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 [519.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-11T15:07:05 +31ms service=bus type=* subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=session.updated subscribing INFO 2026-01-11T15:07:05 +1ms service=bus type=message.updated subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=session.updated subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=message.updated subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-11T15:07:05 +0ms service=bus type=session.diff subscribing INFO 2026-01-11T15:07:05 +0ms service=format init INFO 2026-01-11T15:07:05 +0ms service=bus type=file.edited subscribing INFO 2026-01-11T15:07:05 +0ms 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 2026-01-11T15:07:05 +3ms service=bus type=command.executed subscribing INFO 2026-01-11T15:07:05 +57ms service=server method=POST path=/session request INFO 2026-01-11T15:07:05 +1ms service=server status=started method=POST path=/session request INFO 2026-01-11T15:07:05 +3ms service=session id=ses_4526746a4ffexiqaF9GnQwaWSa version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-11T15:07:05.948Z time={"created":1768144025948,"updated":1768144025948} created INFO 2026-01-11T15:07:05 +0ms service=bus type=session.created publishing INFO 2026-01-11T15:07:05 +1ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:05 +1ms service=server status=completed duration=5 method=POST path=/session request INFO 2026-01-11T15:07:05 +5ms service=server method=GET path=/config request INFO 2026-01-11T15:07:05 +0ms service=server status=started method=GET path=/config request INFO 2026-01-11T15:07:05 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-01-11T15:07:05 +4ms service=server method=GET path=/event request INFO 2026-01-11T15:07:05 +0ms service=server status=started method=GET path=/event request INFO 2026-01-11T15:07:05 +1ms service=server event connected INFO 2026-01-11T15:07:05 +2ms service=bus type=* subscribing INFO 2026-01-11T15:07:05 +1ms service=server status=completed duration=4 method=GET path=/event request INFO 2026-01-11T15:07:05 +5ms service=server method=POST path=/session/ses_4526746a4ffexiqaF9GnQwaWSa/message request INFO 2026-01-11T15:07:05 +0ms service=server status=started method=POST path=/session/ses_4526746a4ffexiqaF9GnQwaWSa/message request INFO 2026-01-11T15:07:05 +12ms service=server status=completed duration=12 method=POST path=/session/ses_4526746a4ffexiqaF9GnQwaWSa/message request INFO 2026-01-11T15:07:05 +9ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:06 +10ms service=provider status=started state INFO 2026-01-11T15:07:06 +6ms service=models.dev file={} refreshing INFO 2026-01-11T15:07:06 +40ms service=provider init INFO 2026-01-11T15:07:06 +13ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:06 +3ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:06 +3ms service=bus type=session.status publishing INFO 2026-01-11T15:07:06 +0ms service=session.prompt step=0 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa loop INFO 2026-01-11T15:07:06 +14ms service=provider providerID=openrouter found INFO 2026-01-11T15:07:06 +0ms service=provider providerID=opencode found INFO 2026-01-11T15:07:06 +0ms service=provider providerID=litellm found INFO 2026-01-11T15:07:06 +0ms service=provider status=completed duration=79 state INFO 2026-01-11T15:07:06 +4ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title stream INFO 2026-01-11T15:07:06 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-11T15:07:06 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-11T15:07:06 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-11T15:07:06 +2ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:06 +1ms service=session.prompt status=started resolveTools INFO 2026-01-11T15:07:06 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-11T15:07:06 +16ms service=tool.registry status=started invalid INFO 2026-01-11T15:07:06 +1ms service=tool.registry status=started bash INFO 2026-01-11T15:07:06 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-11T15:07:06 +1ms service=tool.registry status=started read INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started glob INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started grep INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started edit INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started write INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started task INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started webfetch INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started todowrite INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=started todoread INFO 2026-01-11T15:07:06 +1ms service=tool.registry status=started skill INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=4 invalid INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-11T15:07:06 +1ms service=tool.registry status=completed duration=2 write INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-11T15:07:06 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-11T15:07:06 +9ms service=tool.registry status=completed duration=10 skill INFO 2026-01-11T15:07:06 +6ms service=session.prompt status=completed duration=38 resolveTools INFO 2026-01-11T15:07:06 +9ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:06 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title stream INFO 2026-01-11T15:07:06 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-11T15:07:06 +3ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:06 +4ms service=session.processor process INFO 2026-01-11T15:07:06 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build stream INFO 2026-01-11T15:07:06 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-11T15:07:06 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-11T15:07:06 +2ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build params={"options":{}} params INFO 2026-01-11T15:07:06 +2ms service=bus type=session.status publishing INFO 2026-01-11T15:07:06 +3ms service=bus type=session.diff publishing ERROR 2026-01-11T15:07:06 +802ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:06 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:07 +249ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +288ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +22ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +52ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +149ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:07 +277ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:08 +21ms 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 files. INFO 2026-01-11T15:07:08 +13ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:08 +6ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:08 +1ms service=bus type=message.updated publishing |  Glob app/input INFO 2026-01-11T15:07:08 +14ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:08 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:07:08 +1ms service=session.prompt step=1 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa loop INFO 2026-01-11T15:07:08 +9ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:08 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title stream INFO 2026-01-11T15:07:08 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-11T15:07:08 +5ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:08 +1ms service=bus type=session.diff publishing INFO 2026-01-11T15:07:08 +10ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:08 +1ms service=session.prompt status=started resolveTools INFO 2026-01-11T15:07:08 +1ms service=tool.registry status=started invalid INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started bash INFO 2026-01-11T15:07:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-11T15:07:08 +2ms service=tool.registry status=started read INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started glob INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started grep INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started edit INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started write INFO 2026-01-11T15:07:08 +1ms service=tool.registry status=started task INFO 2026-01-11T15:07:08 +1ms service=tool.registry status=started webfetch INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started todowrite INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started todoread INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=started skill INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=5 invalid INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-11T15:07:08 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-11T15:07:08 +6ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-01-11T15:07:08 +15ms service=session.processor process INFO 2026-01-11T15:07:08 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build stream INFO 2026-01-11T15:07:08 +2ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build params={"options":{}} params INFO 2026-01-11T15:07:08 +13ms service=bus type=session.status publishing ERROR 2026-01-11T15:07:08 +84ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:08 +1ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:09 +936ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:09 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:09 +108ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:09 +20ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:09 +379ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:09 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +477ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +24ms service=lsp file=/app/input/conv1.json touching file INFO 2026-01-11T15:07:10 +3ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv1.json read INFO 2026-01-11T15:07:10 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +3ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json ERROR 2026-01-11T15:07:10 +10ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:10 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:10 +265ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +4ms service=lsp file=/app/input/conv2.json touching file INFO 2026-01-11T15:07:10 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv2.json read INFO 2026-01-11T15:07:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +5ms service=session.summary title=Classifying conversation replies title INFO 2026-01-11T15:07:10 +0ms service=bus type=message.updated publishing |  Read app/input/conv2.json INFO 2026-01-11T15:07:10 +277ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +6ms service=lsp file=/app/input/conv3.json touching file INFO 2026-01-11T15:07:10 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv3.json read INFO 2026-01-11T15:07:10 +15ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:10 +4ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2026-01-11T15:07:11 +329ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:11 +5ms service=lsp file=/app/input/conv4.json touching file INFO 2026-01-11T15:07:11 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv4.json read INFO 2026-01-11T15:07:11 +13ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:11 +0ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2026-01-11T15:07:11 +167ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:11 +61ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:11 +2ms service=lsp file=/app/input/conv5.json touching file INFO 2026-01-11T15:07:11 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv5.json read INFO 2026-01-11T15:07:11 +4ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2026-01-11T15:07:11 +14ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:11 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:11 +1ms service=bus type=message.updated publishing Now let me read all the conversation files to analyze them: INFO 2026-01-11T15:07:11 +6ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:11 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:07:11 +0ms service=session.prompt step=2 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa loop INFO 2026-01-11T15:07:11 +9ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:11 +1ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:11 +0ms service=bus type=session.diff publishing INFO 2026-01-11T15:07:11 +3ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:11 +0ms service=session.prompt status=started resolveTools INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started invalid INFO 2026-01-11T15:07:11 +1ms service=tool.registry status=started bash INFO 2026-01-11T15:07:11 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started read INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started glob INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started grep INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started edit INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started write INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started task INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started webfetch INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started todowrite INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started todoread INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=started skill INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=0 bash INFO 2026-01-11T15:07:11 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-11T15:07:11 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-11T15:07:11 +1ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-11T15:07:11 +12ms service=session.processor process INFO 2026-01-11T15:07:11 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build stream INFO 2026-01-11T15:07:11 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build params={"options":{}} params INFO 2026-01-11T15:07:11 +5ms service=bus type=session.status publishing ERROR 2026-01-11T15:07:11 +56ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:11 +2ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:12 +1189ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +52ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +60ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +150ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +30ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:12 +56ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:13 +372ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:07:13 +281ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:13 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:16 +2679ms service=session.summary title=Classifying conversation replies title INFO 2026-01-11T15:07:16 +1ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:16 +203ms service=bus type=file.edited publishing INFO 2026-01-11T15:07:16 +1ms service=format file=/app/input/conv1_classification.json formatting INFO 2026-01-11T15:07:16 +2ms service=format name=zig ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:07:16 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:16 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:07:16 +1ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=dart ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:07:16 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:07:16 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:16 +1ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv1_classification.json read INFO 2026-01-11T15:07:16 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2026-01-11T15:07:16 +14ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json ERROR 2026-01-11T15:07:17 +778ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:17 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:19 +2567ms service=bus type=file.edited publishing INFO 2026-01-11T15:07:19 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2026-01-11T15:07:19 +0ms service=format name=zig ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:07:19 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=dart ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:07:19 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:07:19 +1ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv2_classification.json read INFO 2026-01-11T15:07:19 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-01-11T15:07:19 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:19 +24ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:19 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json ERROR 2026-01-11T15:07:20 +975ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:20 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:22 +1137ms service=bus type=file.edited publishing INFO 2026-01-11T15:07:22 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2026-01-11T15:07:22 +0ms service=format name=zig ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:07:22 +1ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=dart ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:07:22 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv3_classification.json read INFO 2026-01-11T15:07:22 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-01-11T15:07:22 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:22 +13ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:22 +0ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json ERROR 2026-01-11T15:07:23 +988ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:23 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:24 +1137ms service=bus type=file.edited publishing INFO 2026-01-11T15:07:24 +3ms service=format file=/app/input/conv4_classification.json formatting INFO 2026-01-11T15:07:24 +1ms service=format name=zig ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:07:24 +2ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:07:24 +1ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:07:24 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:07:24 +1ms service=format name=dart ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:07:24 +0ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv4_classification.json read INFO 2026-01-11T15:07:24 +2ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-01-11T15:07:24 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:24 +15ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:24 +5ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json ERROR 2026-01-11T15:07:25 +982ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:25 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:26 +988ms service=bus type=file.edited publishing INFO 2026-01-11T15:07:26 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-01-11T15:07:26 +6ms service=format name=zig ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=uv format ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=terraform ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=ruff ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=air ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=prettier ext=.json checking INFO 2026-01-11T15:07:26 +1ms service=format name=oxfmt ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=mix ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=gleam ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=dart ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-11T15:07:26 +0ms service=format name=biome ext=.json checking INFO 2026-01-11T15:07:26 +1ms service=file.time sessionID=ses_4526746a4ffexiqaF9GnQwaWSa file=/app/input/conv5_classification.json read INFO 2026-01-11T15:07:26 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-01-11T15:07:26 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:26 +47ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:26 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:26 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:26 +1ms service=bus type=message.updated publishing Now I'll analyze each conversation and create the classification files: |  Write app/input/conv5_classification.json INFO 2026-01-11T15:07:26 +19ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:26 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:07:26 +0ms service=session.prompt step=3 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa loop INFO 2026-01-11T15:07:26 +12ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:26 +1ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:26 +1ms service=bus type=session.diff publishing INFO 2026-01-11T15:07:26 +3ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:26 +0ms service=session.prompt status=started resolveTools INFO 2026-01-11T15:07:26 +1ms service=tool.registry status=started invalid INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started bash INFO 2026-01-11T15:07:26 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-11T15:07:26 +1ms service=tool.registry status=started read INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started glob INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started grep INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started edit INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started write INFO 2026-01-11T15:07:26 +1ms service=tool.registry status=started task INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started webfetch INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started todowrite INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started todoread INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=started skill INFO 2026-01-11T15:07:26 +1ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-11T15:07:26 +1ms service=tool.registry status=completed duration=3 glob INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=3 grep INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=3 edit INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=3 write INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-11T15:07:26 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-11T15:07:26 +2ms service=tool.registry status=completed duration=4 task INFO 2026-01-11T15:07:26 +2ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-11T15:07:26 +11ms service=session.processor process INFO 2026-01-11T15:07:26 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build stream INFO 2026-01-11T15:07:26 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa small=false agent=build params={"options":{}} params INFO 2026-01-11T15:07:26 +5ms service=bus type=session.status publishing ERROR 2026-01-11T15:07:27 +889ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:27 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:27 +351ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +924ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +6ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +5ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +7ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +30ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:07:28 +24ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:28 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:28 +56ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +36ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +59ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +83ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +64ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:28 +86ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +179ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +46ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +45ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +4ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +7ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +18ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +204ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +72ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +34ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +38ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:07:29 +27ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:29 +1ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:29 +34ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +58ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +205ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +53ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:29 +55ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +22ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +54ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +77ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +3ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +135ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +113ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +56ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +29ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +18ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:07:30 +127ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:30 +0ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:30 +59ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +116ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +54ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +57ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +8ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:30 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +84ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +28ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +57ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +94ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +25ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +91ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +40ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +95ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +78ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +11ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +147ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +0ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +34ms service=bus type=message.part.updated publishing ERROR 2026-01-11T15:07:31 +3ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-11T15:07:31 +1ms service=default e=NotFoundError rejection INFO 2026-01-11T15:07:31 +123ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +2ms service=bus type=message.part.updated publishing INFO 2026-01-11T15:07:31 +1ms service=bus type=message.updated publishing I've successfully analyzed all 5 conversation files and created their corresponding classification files: **Summary:** 1. **conv1_classification.json** - `need_reply: false` - Last message reports trying something suggested earlier, but doesn't require a response from the user. 2. **conv2_classification.json** - `need_reply: true` - The reflector team (which Mathieu is a member of) is directly mentioned about durable workflow implementation and a call is suggested. 3. **conv3_classification.json** - `need_reply: false` - Mathieu already responded to all questions and completed the requested actions (merged PRs, provided links). 4. **conv4_classification.json** - `need_reply: true` - Direct email to Mathieu requesting a call about business opportunities, unanswered. 5. **conv5_classification.json** - `need_reply: false` - General day-off notification thread where team members share their schedules, no response needed. All classification files have been created with appropriate `need_reply` flags and explanatory reasons. INFO 2026-01-11T15:07:31 +12ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:31 +1ms service=bus type=session.status publishing INFO 2026-01-11T15:07:31 +0ms service=session.prompt step=4 sessionID=ses_4526746a4ffexiqaF9GnQwaWSa loop INFO 2026-01-11T15:07:31 +39ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:31 +1ms service=bus type=message.updated publishing INFO 2026-01-11T15:07:31 +0ms service=session.prompt sessionID=ses_4526746a4ffexiqaF9GnQwaWSa exiting loop INFO 2026-01-11T15:07:31 +1ms service=session.compaction pruning INFO 2026-01-11T15:07:31 +0ms service=bus type=session.updated publishing INFO 2026-01-11T15:07:31 +0ms service=bus type=session.diff publishing INFO 2026-01-11T15:07:31 +13ms service=session.prompt sessionID=ses_4526746a4ffexiqaF9GnQwaWSa cancel INFO 2026-01-11T15:07:31 +0ms service=bus type=session.status publishing INFO 2026-01-11T15:07:31 +0ms service=bus type=session.idle publishing INFO 2026-01-11T15:07:31 +6ms service=default directory=/app/input disposing instance INFO 2026-01-11T15:07:31 +7ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-11T15:07:31 +2ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.