/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_20260209_150137/task12_need_reply/openrouter-openai-gpt-4o-mini/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: bc0af056 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 154 models to OpenCode configuration Added openrouter standard provider with 342 models to OpenCode configuration Set default model to openrouter/openai/gpt-4o-mini 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 2026-02-09T15:15:26 +851ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-09T15:15:26 +17ms service=default directory=/app/input creating instance INFO 2026-02-09T15:15:26 +0ms service=project directory=/app/input fromDirectory INFO 2026-02-09T15:15:26 +21ms service=storage index=0 running migration INFO 2026-02-09T15:15:26 +12ms service=storage index=1 running migration INFO 2026-02-09T15:15:26 +48ms service=default directory=/app/input bootstrapping INFO 2026-02-09T15:15:26 +15ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-09T15:15:26 +51ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-09T15:15:26 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-09T15:15:26 +6ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-09T15:15:27 +524ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [504.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-09T15:15:27 +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 2026-02-09T15:15:27 +21ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [4.00ms] stderr= done INFO 2026-02-09T15:15:27 +10ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-09T15:15:27 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-09T15:15:27 +0ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin INFO 2026-02-09T15:15:27 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution INFO 2026-02-09T15:15:27 +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@0.0.13"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-09T15:15:27 +645ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-anthropic-auth@0.0.13 13 packages installed [632.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-02-09T15:15:27 +43ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin INFO 2026-02-09T15:15:27 +1ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution INFO 2026-02-09T15:15:27 +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","@gitlab/opencode-gitlab-auth@1.3.2"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-09T15:15:29 +1203ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-anthropic-auth@0.0.13 installed @gitlab/opencode-gitlab-auth@1.3.2 77 packages installed [1175.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [247] Saved lockfile done INFO 2026-02-09T15:15:29 +127ms service=bus type=* subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=session.updated subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=message.updated subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=session.updated subscribing INFO 2026-02-09T15:15:29 +1ms service=bus type=message.updated subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-09T15:15:29 +0ms service=bus type=session.diff subscribing INFO 2026-02-09T15:15:29 +0ms service=format init INFO 2026-02-09T15:15:29 +0ms service=bus type=file.edited subscribing INFO 2026-02-09T15:15:29 +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, kotlin-ls, yaml-ls, lua-ls, php intelephense, prisma, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-02-09T15:15:29 +3ms service=scheduler id=snapshot.cleanup run INFO 2026-02-09T15:15:29 +1ms service=scheduler id=tool.truncation.cleanup run INFO 2026-02-09T15:15:29 +1ms service=bus type=command.executed subscribing INFO 2026-02-09T15:15:29 +43ms service=server method=POST path=/session request INFO 2026-02-09T15:15:29 +0ms service=server status=started method=POST path=/session request INFO 2026-02-09T15:15:29 +6ms service=session id=ses_3bd072ccaffeh49ehgtlAiApFj slug=happy-otter version=1.1.51 projectID=global directory=/app/input title=New session - 2026-02-09T15:15:29.205Z permission=[{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] time={"created":1770650129205,"updated":1770650129205} created INFO 2026-02-09T15:15:29 +6ms service=bus type=session.created publishing INFO 2026-02-09T15:15:29 +0ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:29 +6ms service=server status=completed duration=18 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modelID=anthropic/claude-haiku-4.5 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=true agent=title mode=primary stream INFO 2026-02-09T15:15:29 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-09T15:15:29 +0ms service=provider providerID=openrouter pkg=@openrouter/ai-sdk-provider using bundled provider INFO 2026-02-09T15:15:29 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-02-09T15:15:29 +1ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:29 +1ms service=session.prompt status=started resolveTools  > build �� openai/gpt-4o-mini  INFO 2026-02-09T15:15:29 +24ms service=tool.registry status=started invalid INFO 2026-02-09T15:15:29 +4ms service=tool.registry status=started question INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started bash INFO 2026-02-09T15:15:29 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-09T15:15:29 +1ms service=tool.registry status=started read INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started glob INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started grep INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started edit INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started write INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started task INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started webfetch INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started todowrite INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=started skill INFO 2026-02-09T15:15:29 +1ms service=tool.registry status=completed duration=6 invalid INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=3 question INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-02-09T15:15:29 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-02-09T15:15:29 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:29 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:29 +0ms service=tool.registry status=completed duration=3 task INFO 2026-02-09T15:15:29 +8ms service=session.prompt status=completed duration=40 resolveTools INFO 2026-02-09T15:15:29 +20ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:29 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=true agent=title mode=primary stream INFO 2026-02-09T15:15:29 +1ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:29 +1ms service=bus type=session.diff publishing INFO 2026-02-09T15:15:29 +15ms service=session.processor process INFO 2026-02-09T15:15:29 +0ms service=llm providerID=openrouter modelID=openai/gpt-4o-mini sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=false agent=build mode=primary stream INFO 2026-02-09T15:15:29 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-09T15:15:29 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-02-09T15:15:29 +8ms service=bus type=session.status publishing INFO 2026-02-09T15:15:30 +553ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:30 +13ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:30 +296ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:30 +293ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:30 +2ms service=permission permission=glob pattern=conv*.json 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evaluate INFO 2026-02-09T15:15:30 +0ms service=permission permission=glob pattern=conv*.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:30 +48ms service=bus type=message.part.updated publishing ��� Glob "conv*.json" 5 matches INFO 2026-02-09T15:15:30 +19ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:30 +0ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:30 +28ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:30 +1ms service=bus type=session.status publishing INFO 2026-02-09T15:15:30 +0ms service=session.prompt step=1 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj loop INFO 2026-02-09T15:15:30 +4ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:30 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=true agent=title mode=primary stream INFO 2026-02-09T15:15:30 +1ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:30 +0ms service=bus type=session.diff publishing INFO 2026-02-09T15:15:30 +42ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:30 +0ms service=session.prompt status=started resolveTools INFO 2026-02-09T15:15:30 +1ms service=tool.registry status=started invalid INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started question INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started bash INFO 2026-02-09T15:15:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started read INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started glob INFO 2026-02-09T15:15:30 +1ms service=tool.registry status=started grep INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started edit INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started write INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=started task INFO 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todowrite INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-02-09T15:15:30 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-09T15:15:30 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:30 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:30 +1ms service=tool.registry status=completed duration=2 task INFO 2026-02-09T15:15:30 +2ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-02-09T15:15:30 +25ms service=session.processor process INFO 2026-02-09T15:15:30 +0ms service=llm providerID=openrouter modelID=openai/gpt-4o-mini sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=false agent=build mode=primary stream INFO 2026-02-09T15:15:30 +11ms service=bus type=session.status publishing INFO 2026-02-09T15:15:30 +123ms service=session.summary title=Reply classification task setup title INFO 2026-02-09T15:15:30 +1ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:31 +1025ms service=session.summary title=Reply classification task setup title INFO 2026-02-09T15:15:31 +1ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:33 +1711ms service=permission permission=read pattern=/app/input/conv1.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:33 +9ms service=permission permission=read pattern=/app/input/conv2.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +6ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +5ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +5ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +11ms service=lsp file=/app/input/conv2.json touching file INFO 2026-02-09T15:15:33 +6ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv2.json read INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing ��� Read conv2.json INFO 2026-02-09T15:15:33 +10ms service=lsp file=/app/input/conv1.json touching file INFO 2026-02-09T15:15:33 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv1.json read INFO 2026-02-09T15:15:33 +4ms service=bus type=message.part.updated publishing ��� Read conv1.json INFO 2026-02-09T15:15:33 +16ms service=permission permission=read pattern=/app/input/conv3.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:33 +6ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +14ms service=permission permission=read pattern=/app/input/conv4.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:33 +4ms service=permission permission=read pattern=/app/input/conv5.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:33 +39ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +13ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +0ms service=lsp file=/app/input/conv4.json touching file INFO 2026-02-09T15:15:33 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv4.json read INFO 2026-02-09T15:15:33 +4ms service=lsp file=/app/input/conv3.json touching file INFO 2026-02-09T15:15:33 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv3.json read INFO 2026-02-09T15:15:33 +1ms service=lsp file=/app/input/conv5.json touching file INFO 2026-02-09T15:15:33 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv5.json read INFO 2026-02-09T15:15:33 +9ms service=bus type=message.part.updated publishing ��� Read conv4.json INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing ��� Read conv3.json INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing ��� Read conv5.json INFO 2026-02-09T15:15:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:33 +1ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:33 +4ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:33 +0ms service=bus type=session.status publishing INFO 2026-02-09T15:15:33 +0ms service=session.prompt step=2 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj loop INFO 2026-02-09T15:15:33 +10ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:33 +2ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:33 +0ms service=bus type=session.diff publishing INFO 2026-02-09T15:15:33 +5ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:33 +0ms service=session.prompt status=started resolveTools INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started invalid INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started question INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started bash INFO 2026-02-09T15:15:33 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-09T15:15:33 +1ms service=tool.registry status=started read INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started glob INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started grep INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started edit INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started write INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started task INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started webfetch INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started todowrite INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=started skill INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 read INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 write INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-09T15:15:33 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-02-09T15:15:33 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:33 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-09T15:15:33 +1ms service=tool.registry status=completed duration=1 task INFO 2026-02-09T15:15:33 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-02-09T15:15:33 +12ms service=session.processor process INFO 2026-02-09T15:15:33 +0ms service=llm providerID=openrouter modelID=openai/gpt-4o-mini sessionID=ses_3bd072ccaffeh49ehgtlAiApFj small=false agent=build mode=primary stream INFO 2026-02-09T15:15:33 +11ms service=bus type=session.status publishing INFO 2026-02-09T15:15:34 +829ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +35ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +15ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +26ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +10ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +17ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +15ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +32ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +27ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +2ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +25ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +2ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +22ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +13ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:34 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +12ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +24ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +24ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +13ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +35ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +39ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +2ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +14ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +52ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +45ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +22ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +9ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +2ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +19ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +27ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +15ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +33ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +21ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +6ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +30ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +34ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +25ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +23ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +33ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +54ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +58ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +52ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +9ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +31ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +6ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +48ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:35 +60ms service=bus type=message.part.updated publishing INFO 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evaluate INFO 2026-02-09T15:15:48 +2ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-09T15:15:48 +1ms service=bus type=file.edited publishing INFO 2026-02-09T15:15:48 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-02-09T15:15:48 +0ms service=format name=zig ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=uv ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=terraform ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=ruff ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-09T15:15:48 +0ms 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service=format name=dart ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-09T15:15:48 +0ms service=format name=biome ext=.json checking INFO 2026-02-09T15:15:48 +1ms service=bus type=file.watcher.updated publishing INFO 2026-02-09T15:15:48 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv5_classification.json read INFO 2026-02-09T15:15:48 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-02-09T15:15:48 +1ms service=bus type=file.watcher.updated publishing INFO 2026-02-09T15:15:48 +0ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv2_classification.json read INFO 2026-02-09T15:15:48 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-02-09T15:15:48 +11ms service=bus type=file.watcher.updated publishing INFO 2026-02-09T15:15:48 +1ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv3_classification.json read INFO 2026-02-09T15:15:48 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-02-09T15:15:48 +3ms service=bus type=file.watcher.updated publishing INFO 2026-02-09T15:15:48 +1ms service=file.time sessionID=ses_3bd072ccaffeh49ehgtlAiApFj file=/app/input/conv4_classification.json read INFO 2026-02-09T15:15:48 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-02-09T15:15:48 +17ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:48 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:48 +9ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:48 +2ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:48 +21ms service=bus type=message.part.updated publishing  I will now analyze each conversation to determine whether a response is needed from the user, Mathieu Virbel. For each conversation, I'll summarize the findings based on the defined classification rules and will output the results accordingly. ### Conversation Analysis 1. **conv1.json**: - **Last Message**: A message from contact ID 70 which mentions Mathieu directly: "Add Tags Feature to ContactDB @**Mathieu**". - **Analysis**: The user is mentioned directly, so a response is needed. - **Classification**: `{"need_reply": true, "reason": "User is directly mentioned in the last message."}` 2. **conv2.json**: - **Last Message**: No messages from the user, no mention of the user. - **Analysis**: There���s no indication of the user needing to reply based on the conversation���s flow. - **Classification**: `{"need_reply": false, "reason": "User is not involved in the conversation."}` 3. **conv3.json**: - **Last Message**: A message sent directly to Mathieu asking for a call back: "Give me a call". - **Analysis**: The user is being asked to respond. - **Classification**: `{"need_reply": true, "reason": "User is directly asked to give a call."}` 4. **conv4.json**: - **Last Message**: A message indicating others' time off, where there���s no direct mention of the user. - **Analysis**: The user is not mentioned or engaged in this conversation. - **Classification**: `{"need_reply": false, "reason": "User is not mentioned and conversation is informational."}` 5. **conv5.json**: - **Last Message**: There are multiple mentions that include a direct ask from another participant: "Can you invite me to gittea @**Mathieu**". - **Analysis**: The user is directly requested to perform an action. - **Classification**: `{"need_reply": true, "reason": "User is directly asked to perform an action."}` ### Output File Creation Next, I will create a corresponding classification JSON file for each conversation analyzed above. I will write the following classification data to new files named `convN_classification.json` for each conversation: 1. **conv1_classification.json**: ```json { "need_reply": true, "reason": "User is directly mentioned in the last message." } ``` 2. **conv2_classification.json**: ```json { "need_reply": false, "reason": "User is not involved in the conversation." } ``` 3. **conv3_classification.json**: ```json { "need_reply": true, "reason": "User is directly asked to give a call." } ``` 4. **conv4_classification.json**: ```json { "need_reply": false, "reason": "User is not mentioned and conversation is informational." } ``` 5. **conv5_classification.json**: ```json { "need_reply": true, "reason": "User is directly asked to perform an action." } ``` Now, I'll proceed to write these results to their respective classification files.  INFO 2026-02-09T15:15:48 +2ms service=bus type=message.part.updated publishing ��� Write conv5_classification.json Wrote file successfully.  INFO 2026-02-09T15:15:48 +1ms service=bus type=message.part.updated publishing ��� Write conv2_classification.json Wrote file successfully.  INFO 2026-02-09T15:15:48 +3ms service=bus type=message.part.updated publishing ��� Write conv1_classification.json Wrote file successfully.  INFO 2026-02-09T15:15:48 +1ms service=bus type=message.part.updated publishing ��� Write conv3_classification.json Wrote file successfully.  INFO 2026-02-09T15:15:48 +1ms service=bus type=message.part.updated publishing ��� Write conv4_classification.json Wrote file successfully.  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type=message.part.updated publishing INFO 2026-02-09T15:15:52 +21ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +29ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +30ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +4ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +10ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:52 +3ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +24ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +53ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +31ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +1ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +0ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +38ms service=bus type=message.part.updated publishing The classification files have been successfully created for each conversation. Here is a summary of what was written: 1. **conv1_classification.json**: ```json { "need_reply": true, "reason": "User is directly mentioned in the last message." } ``` 2. **conv2_classification.json**: ```json { "need_reply": false, "reason": "User is not involved in the conversation." } ``` 3. **conv3_classification.json**: ```json { "need_reply": true, "reason": "User is directly asked to give a call." } ``` 4. **conv4_classification.json**: ```json { "need_reply": false, "reason": "User is not mentioned and conversation is informational." } ``` 5. **conv5_classification.json**: ```json { "need_reply": true, "reason": "User is directly asked to perform an action." } ``` All tasks are complete, and the conversation analysis is ready for your review. If you have any further requests or need additional tasks, let me know!  INFO 2026-02-09T15:15:53 +7ms service=bus type=message.part.updated publishing INFO 2026-02-09T15:15:53 +1ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:53 +41ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:53 +1ms service=bus type=session.status publishing INFO 2026-02-09T15:15:53 +0ms service=session.prompt step=4 sessionID=ses_3bd072ccaffeh49ehgtlAiApFj loop INFO 2026-02-09T15:15:53 +25ms service=session.prompt sessionID=ses_3bd072ccaffeh49ehgtlAiApFj exiting loop INFO 2026-02-09T15:15:53 +4ms service=session.compaction pruning INFO 2026-02-09T15:15:53 +2ms service=bus type=message.updated publishing INFO 2026-02-09T15:15:53 +1ms service=bus type=session.updated publishing INFO 2026-02-09T15:15:53 +0ms service=bus type=session.diff publishing INFO 2026-02-09T15:15:53 +1ms service=session.prompt sessionID=ses_3bd072ccaffeh49ehgtlAiApFj cancel INFO 2026-02-09T15:15:53 +0ms service=bus type=session.status publishing INFO 2026-02-09T15:15:53 +0ms service=bus type=session.idle publishing INFO 2026-02-09T15:15:53 +2ms service=default directory=/app/input disposing instance INFO 2026-02-09T15:15:53 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-09T15:15:53 +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.