/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_20260205_150324/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: 17fe1a61 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 153 models to OpenCode configuration Added openrouter standard provider with 343 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 2026-02-05T15:16:22 +974ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-05T15:16:22 +6ms service=default directory=/app/input creating instance INFO 2026-02-05T15:16:22 +3ms service=project directory=/app/input fromDirectory INFO 2026-02-05T15:16:22 +18ms service=storage index=0 running migration INFO 2026-02-05T15:16:22 +7ms service=storage index=1 running migration INFO 2026-02-05T15:16:22 +18ms service=default directory=/app/input bootstrapping INFO 2026-02-05T15:16:22 +39ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-05T15:16:22 +158ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-05T15:16:22 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-05T15:16:22 +18ms 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 2026-02-05T15:16:22 +501ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [481.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-05T15:16:22 +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 2026-02-05T15:16:22 +15ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [5.00ms] stderr= done INFO 2026-02-05T15:16:23 +21ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-05T15:16:23 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-05T15:16:23 +0ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin INFO 2026-02-05T15:16:23 +6ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution INFO 2026-02-05T15:16:23 +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 2026-02-05T15:16:23 +537ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-anthropic-auth@0.0.13 13 packages installed [525.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-02-05T15:16:23 +53ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin INFO 2026-02-05T15:16:23 +3ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution INFO 2026-02-05T15:16:23 +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 2026-02-05T15:16:24 +925ms 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 [897.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [243] Saved lockfile done INFO 2026-02-05T15:16:24 +187ms service=bus type=* subscribing INFO 2026-02-05T15:16:24 +0ms service=bus type=session.updated subscribing INFO 2026-02-05T15:16:24 +3ms service=bus type=message.updated subscribing INFO 2026-02-05T15:16:24 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-05T15:16:24 +0ms service=bus type=session.updated subscribing INFO 2026-02-05T15:16:24 +0ms service=bus type=message.updated subscribing INFO 2026-02-05T15:16:24 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-05T15:16:24 +1ms service=bus type=session.diff subscribing INFO 2026-02-05T15:16:24 +0ms service=format init INFO 2026-02-05T15:16:24 +0ms service=bus type=file.edited subscribing INFO 2026-02-05T15:16:24 +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 2026-02-05T15:16:24 +3ms service=scheduler id=snapshot.cleanup run INFO 2026-02-05T15:16:24 +0ms service=scheduler id=tool.truncation.cleanup run INFO 2026-02-05T15:16:24 +1ms service=bus type=command.executed subscribing INFO 2026-02-05T15:16:24 +53ms service=server method=POST path=/session request INFO 2026-02-05T15:16:24 +0ms service=server status=started method=POST path=/session request INFO 2026-02-05T15:16:24 +6ms service=session id=ses_3d19fc3aaffeuZDZF3uat2yFzK slug=glowing-moon version=1.1.51 projectID=global directory=/app/input title=New session - 2026-02-05T15:16:24.789Z permission=[{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] time={"created":1770304584789,"updated":1770304584789} created INFO 2026-02-05T15:16:24 +4ms service=bus type=session.created publishing INFO 2026-02-05T15:16:24 +2ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:24 +5ms service=server status=completed duration=17 method=POST path=/session request INFO 2026-02-05T15:16:24 +1ms service=server method=GET path=/config request INFO 2026-02-05T15:16:24 +3ms service=server status=started method=GET path=/config request INFO 2026-02-05T15:16:24 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-02-05T15:16:24 +5ms service=server method=GET path=/event request INFO 2026-02-05T15:16:24 +1ms service=server status=started method=GET path=/event request INFO 2026-02-05T15:16:24 +0ms service=server method=POST path=/session/ses_3d19fc3aaffeuZDZF3uat2yFzK/message request INFO 2026-02-05T15:16:24 +1ms service=server status=started method=POST path=/session/ses_3d19fc3aaffeuZDZF3uat2yFzK/message request INFO 2026-02-05T15:16:24 +0ms service=server event connected INFO 2026-02-05T15:16:24 +4ms service=bus type=* subscribing INFO 2026-02-05T15:16:24 +12ms service=server status=completed duration=16 method=GET path=/event request INFO 2026-02-05T15:16:24 +2ms service=server status=completed duration=18 method=POST path=/session/ses_3d19fc3aaffeuZDZF3uat2yFzK/message request INFO 2026-02-05T15:16:24 +45ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:24 +9ms service=provider status=started state INFO 2026-02-05T15:16:24 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:24 +51ms service=provider init INFO 2026-02-05T15:16:24 +14ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:24 +6ms service=bus type=session.status publishing INFO 2026-02-05T15:16:24 +0ms service=session.prompt step=0 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK loop INFO 2026-02-05T15:16:24 +19ms service=provider providerID=openrouter found INFO 2026-02-05T15:16:24 +1ms service=provider providerID=opencode found INFO 2026-02-05T15:16:24 +1ms service=provider providerID=litellm found INFO 2026-02-05T15:16:24 +0ms service=provider status=completed duration=103 state INFO 2026-02-05T15:16:24 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=true agent=title mode=primary stream INFO 2026-02-05T15:16:24 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-05T15:16:24 +1ms service=provider providerID=openrouter pkg=@openrouter/ai-sdk-provider using bundled provider INFO 2026-02-05T15:16:24 +0ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-02-05T15:16:24 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:24 +1ms service=session.prompt status=started resolveTools  > build �� anthropic/claude-sonnet-4.5  INFO 2026-02-05T15:16:25 +25ms service=tool.registry status=started invalid INFO 2026-02-05T15:16:25 +3ms service=tool.registry status=started question INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:16:25 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 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INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=2 write INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:16:25 +1ms service=tool.registry status=completed duration=5 bash INFO 2026-02-05T15:16:25 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-02-05T15:16:25 +1ms 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 2026-02-05T15:16:25 +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 2026-02-05T15:16:25 +1ms service=tool.registry status=completed duration=5 task INFO 2026-02-05T15:16:25 +11ms service=session.prompt status=completed duration=46 resolveTools INFO 2026-02-05T15:16:25 +16ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:25 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=true agent=title mode=primary stream INFO 2026-02-05T15:16:25 +0ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:25 +2ms service=bus type=session.diff publishing INFO 2026-02-05T15:16:25 +14ms service=session.processor process INFO 2026-02-05T15:16:25 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=false agent=build mode=primary stream INFO 2026-02-05T15:16:25 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-05T15:16:25 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-02-05T15:16:25 +5ms service=bus type=session.status publishing INFO 2026-02-05T15:16:25 +538ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:25 +42ms service=session.summary title=Reply classification task setup title INFO 2026-02-05T15:16:25 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:26 +365ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +42ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +282ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +4ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +44ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +167ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +256ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +3ms service=permission permission=glob pattern=conv*.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 2026-02-05T15:16:26 +3ms service=permission permission=glob pattern=conv*.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:26 +24ms 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 2026-02-05T15:16:26 +57ms service=bus type=message.part.updated publishing ��� Glob "conv*.json" 5 matches INFO 2026-02-05T15:16:26 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:26 +2ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:26 +10ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:26 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:16:26 +0ms service=session.prompt step=1 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK loop INFO 2026-02-05T15:16:26 +6ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:26 +0ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:26 +0ms service=bus type=session.diff publishing INFO 2026-02-05T15:16:26 +18ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:26 +1ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started invalid INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started question INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:16:26 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:16:26 +1ms service=tool.registry status=started read INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started write INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started task INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:16:26 +12ms service=tool.registry status=completed duration=13 invalid INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 question INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=12 read INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=12 glob INFO 2026-02-05T15:16:26 +1ms service=tool.registry status=completed duration=13 grep INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 edit INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 write INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 webfetch INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 todowrite INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=14 bash INFO 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 skill INFO 2026-02-05T15:16:26 +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 2026-02-05T15:16:26 +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 2026-02-05T15:16:26 +0ms service=tool.registry status=completed duration=13 task INFO 2026-02-05T15:16:27 +7ms service=session.prompt status=completed duration=21 resolveTools INFO 2026-02-05T15:16:27 +15ms service=session.processor process INFO 2026-02-05T15:16:27 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=false agent=build mode=primary stream INFO 2026-02-05T15:16:27 +17ms service=bus type=session.status publishing INFO 2026-02-05T15:16:28 +1002ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +281ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +40ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +533ms 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 2026-02-05T15:16:28 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:28 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +38ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:28 +21ms service=lsp file=/app/input/conv1.json touching file INFO 2026-02-05T15:16:28 +1ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv1.json read INFO 2026-02-05T15:16:28 +6ms service=bus type=message.part.updated publishing ��� Read conv1.json INFO 2026-02-05T15:16:29 +281ms 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 2026-02-05T15:16:29 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +15ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +3ms service=lsp file=/app/input/conv2.json touching file INFO 2026-02-05T15:16:29 +1ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv2.json read INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing ��� Read conv2.json INFO 2026-02-05T15:16:29 +261ms 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 2026-02-05T15:16:29 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +46ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +24ms service=lsp file=/app/input/conv3.json touching file INFO 2026-02-05T15:16:29 +0ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv3.json read INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing ��� Read conv3.json INFO 2026-02-05T15:16:29 +274ms 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 2026-02-05T15:16:29 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:29 +0ms service=lsp file=/app/input/conv4.json touching file INFO 2026-02-05T15:16:29 +0ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv4.json read INFO 2026-02-05T15:16:29 +1ms service=bus type=message.part.updated publishing ��� Read conv4.json INFO 2026-02-05T15:16:30 +337ms 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 2026-02-05T15:16:30 +0ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:30 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:30 +13ms service=bus type=message.part.updated publishing  Now let me read all the conversation files to analyze them:  INFO 2026-02-05T15:16:30 +11ms service=lsp file=/app/input/conv5.json touching file INFO 2026-02-05T15:16:30 +0ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv5.json read INFO 2026-02-05T15:16:30 +15ms service=bus type=message.part.updated publishing ��� Read conv5.json INFO 2026-02-05T15:16:30 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:30 +2ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:30 +31ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:30 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:16:30 +0ms service=session.prompt step=2 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK loop INFO 2026-02-05T15:16:30 +30ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:30 +1ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:30 +0ms service=bus type=session.diff publishing INFO 2026-02-05T15:16:30 +19ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:30 +0ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:16:30 +1ms service=tool.registry status=started invalid INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started question INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:16:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started read INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started write INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started task INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=0 question INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=0 read INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-02-05T15:16:30 +1ms service=tool.registry status=completed duration=1 grep INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-05T15:16:30 +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 2026-02-05T15:16:30 +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 2026-02-05T15:16:30 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-05T15:16:30 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-02-05T15:16:30 +17ms service=session.processor process INFO 2026-02-05T15:16:30 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=false agent=build mode=primary stream INFO 2026-02-05T15:16:30 +11ms service=bus type=session.status publishing INFO 2026-02-05T15:16:32 +2539ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:32 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +216ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +6ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +64ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +167ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +86ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +40ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:33 +430ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:37 +3894ms service=permission permission=edit pattern=app/input/conv1_classification.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 2026-02-05T15:16:37 +1ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:37 +0ms service=bus type=file.edited publishing INFO 2026-02-05T15:16:37 +1ms service=format file=/app/input/conv1_classification.json formatting INFO 2026-02-05T15:16:37 +7ms service=format name=zig ext=.json checking INFO 2026-02-05T15:16:37 +1ms service=format name=uv ext=.json checking INFO 2026-02-05T15:16:37 +1ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=air ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:16:37 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:37 +27ms service=format name=pint ext=.json checking INFO 2026-02-05T15:16:37 +1ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:16:37 +1ms service=format name=mix ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:16:37 +1ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:16:37 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:16:37 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:37 +17ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:16:37 +1ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv1_classification.json read INFO 2026-02-05T15:16:37 +0ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2026-02-05T15:16:37 +25ms service=bus type=message.part.updated publishing  ��� Write conv1_classification.json Wrote file successfully.  INFO 2026-02-05T15:16:40 +2623ms service=permission permission=edit pattern=app/input/conv2_classification.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 2026-02-05T15:16:40 +2ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:40 +1ms service=bus type=file.edited publishing INFO 2026-02-05T15:16:40 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2026-02-05T15:16:40 +2ms service=format name=zig ext=.json checking INFO 2026-02-05T15:16:40 +2ms service=format name=uv ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:16:40 +1ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:16:40 +1ms service=format name=air ext=.json checking INFO 2026-02-05T15:16:40 +1ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=pint ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=mix ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:16:40 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:16:40 +1ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:16:40 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:40 +1ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv2_classification.json read INFO 2026-02-05T15:16:40 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-02-05T15:16:40 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:40 +6ms service=bus type=message.part.updated publishing ��� Write conv2_classification.json Wrote file successfully.  INFO 2026-02-05T15:16:42 +2011ms service=permission permission=edit pattern=app/input/conv3_classification.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 2026-02-05T15:16:42 +1ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:42 +1ms service=bus type=file.edited publishing INFO 2026-02-05T15:16:42 +2ms service=format file=/app/input/conv3_classification.json formatting INFO 2026-02-05T15:16:42 +1ms service=format name=zig ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=uv ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:16:42 +1ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=air ext=.json checking INFO 2026-02-05T15:16:42 +3ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=pint ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=mix ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:16:42 +1ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:16:42 +0ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:16:42 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:42 +3ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv3_classification.json read INFO 2026-02-05T15:16:42 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-02-05T15:16:42 +54ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:42 +1ms service=bus type=message.part.updated publishing ��� Write conv3_classification.json Wrote file successfully.  INFO 2026-02-05T15:16:44 +1740ms service=permission permission=edit pattern=app/input/conv4_classification.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 2026-02-05T15:16:44 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:44 +1ms service=bus type=file.edited publishing INFO 2026-02-05T15:16:44 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2026-02-05T15:16:44 +1ms service=format name=zig ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=uv ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:16:44 +1ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=air ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=pint ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:16:44 +1ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=mix ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:16:44 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:16:44 +1ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:16:44 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:44 +2ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv4_classification.json read INFO 2026-02-05T15:16:44 +0ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-02-05T15:16:44 +17ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:44 +2ms service=bus type=message.part.updated publishing ��� Write conv4_classification.json Wrote file successfully.  INFO 2026-02-05T15:16:46 +2139ms service=permission permission=edit pattern=app/input/conv5_classification.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 2026-02-05T15:16:46 +0ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:16:46 +0ms service=bus type=file.edited publishing INFO 2026-02-05T15:16:46 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-02-05T15:16:46 +0ms service=format name=zig ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=uv ext=.json checking INFO 2026-02-05T15:16:46 +1ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=air ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=pint ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=mix ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:16:46 +5ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:16:46 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:16:46 +1ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:16:46 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:46 +1ms service=file.time sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK file=/app/input/conv5_classification.json read INFO 2026-02-05T15:16:46 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-02-05T15:16:46 +39ms service=bus type=message.part.updated publishing Now I'll analyze each conversation and create the classification files:  INFO 2026-02-05T15:16:46 +8ms service=bus type=message.part.updated publishing ��� Write conv5_classification.json Wrote file successfully.  INFO 2026-02-05T15:16:46 +4ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:46 +2ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:46 +17ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:46 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:16:46 +0ms service=session.prompt step=3 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK loop INFO 2026-02-05T15:16:46 +17ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:46 +1ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:46 +0ms service=bus type=session.diff publishing INFO 2026-02-05T15:16:46 +13ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:46 +2ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:16:46 +1ms service=tool.registry status=started invalid INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started question INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:16:46 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:16:46 +1ms service=tool.registry status=started read INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:16:46 +1ms service=tool.registry status=started write INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started task INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-02-05T15:16:46 +1ms service=tool.registry status=completed duration=3 question INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=2 read INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-02-05T15:16:46 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-02-05T15:16:46 +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 2026-02-05T15:16:46 +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 2026-02-05T15:16:46 +0ms service=tool.registry status=completed duration=3 task INFO 2026-02-05T15:16:46 +2ms service=session.prompt status=completed duration=8 resolveTools INFO 2026-02-05T15:16:46 +16ms service=session.processor process INFO 2026-02-05T15:16:46 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK small=false agent=build mode=primary stream INFO 2026-02-05T15:16:46 +14ms service=bus type=session.status publishing INFO 2026-02-05T15:16:47 +1223ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:47 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +324ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +208ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +17ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +6ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +13ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +55ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +68ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +48ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +99ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:48 +61ms service=bus type=message.part.updated publishing INFO 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INFO 2026-02-05T15:16:52 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +152ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +48ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +39ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +134ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +60ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +60ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +94ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +83ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:52 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:53 +149ms service=bus type=message.part.updated publishing I've successfully analyzed all 5 conversation files and created corresponding classification files. Here's a summary: **conv1_classification.json** - `need_reply: false` - LLM hosting economics discussion where the last message is someone reporting a failure with lovable. User's last contribution was sharing a Reddit link, and no action is expected. **conv2_classification.json** - `need_reply: true` - Durable workflow discussion where the user's team (@*reflectors*) is mentioned. The message proposes solutions and requests feedback/discussion. **conv3_classification.json** - `need_reply: false` - PR discussion where the user sent the last messages (providing a URL and confirming a merge). Conversation is concluded. **conv4_classification.json** - `need_reply: true` - Email from someone requesting the user to call about business opportunities. Direct request with no response yet. **conv5_classification.json** - `need_reply: false` - Day off announcement thread. User is not mentioned and no response is needed - just vacation schedule sharing. All classification files have been created with the appropriate need_reply flag and explanatory reason.  INFO 2026-02-05T15:16:53 +6ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:16:53 +2ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:53 +18ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:53 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:16:53 +0ms service=session.prompt step=4 sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK loop INFO 2026-02-05T15:16:53 +32ms service=bus type=message.updated publishing INFO 2026-02-05T15:16:53 +4ms service=bus type=session.updated publishing INFO 2026-02-05T15:16:53 +1ms service=bus type=session.diff publishing INFO 2026-02-05T15:16:53 +14ms service=session.prompt sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK exiting loop INFO 2026-02-05T15:16:53 +5ms service=session.compaction pruning INFO 2026-02-05T15:16:53 +9ms service=session.prompt sessionID=ses_3d19fc3aaffeuZDZF3uat2yFzK cancel INFO 2026-02-05T15:16:53 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:16:53 +0ms service=bus type=session.idle publishing INFO 2026-02-05T15:16:53 +3ms service=default directory=/app/input disposing instance INFO 2026-02-05T15:16:53 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-05T15:16:53 +3ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.