/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_20260113_150130/task12_need_reply/openrouter-google-gemini-2.5-flash-lite-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: ad09a4fc 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 149 models to OpenCode configuration Added openrouter standard provider with 348 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-lite-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Need Reply Classification Task You are an AI assistant helping a user manage their conversations. Your task is to analyze conversation threads and determine if they require a response from the user. ## User Context - **User ID**: 4 - **User Name**: Mathieu Virbel - **Team Membership**: reflector team ## Task For each conversation file in this directory (`convXXX.json`) in the current directory, analyze the conversation and create a corresponding classification file. ### Input Format Each `convN.json` file contains a conversation with: - `id`: Unique conversation identifier - `contact_ids`: List of participant contact IDs - `title`: Conversation title - `recent_messages`: Array of messages, each with: - `content`: Message text (may contain @mentions in Zulip format like `@**Name**` or `@*group*`) - `sender_contact_id`: ID of the message sender - `timestamp`: Unix timestamp ### Output Format For each `convN.json`, create a `convN_classification.json` file with: ```json { "need_reply": true/false, "reason": "Brief explanation of why the user does or doesn't need to reply" } ``` ### Classification Rules The user needs to reply (`need_reply: true`) if ANY of these conditions are met: 1. The user is directly mentioned 2. A team the user belongs to is mentioned 3. The last message(s) are from someone else and appear to be directed at or waiting for the user (e.g., questions in an active exchange with the user) The user does NOT need to reply (`need_reply: false`) if: 1. The user sent the last message(s) and the conversation appears concluded 2. The conversation doesn't involve or mention the user 3. No action or response is expected from the user ### Important Notes - Messages are ordered by timestamp (most recent first in the array) - Look at the conversation flow to understand if someone is waiting for a response - Consider the context of the full conversation, not just individual messages PS: You are currently working in an automated system and cannot ask any question or have back and forth with a user. --- TASK END --- INFO 2026-01-13T15:14:47 +617ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-13T15:14:47 +10ms service=default directory=/app/input creating instance INFO 2026-01-13T15:14:47 +15ms service=project directory=/app/input fromDirectory INFO 2026-01-13T15:14:47 +7ms service=storage index=0 running migration ERROR 2026-01-13T15:14:47 +8ms service=storage index=0 failed to run migration INFO 2026-01-13T15:14:47 +1ms service=storage index=1 running migration INFO 2026-01-13T15:14:47 +15ms service=default directory=/app/input bootstrapping INFO 2026-01-13T15:14:47 +18ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-13T15:14:48 +59ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-13T15:14:48 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-13T15:14:48 +7ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.17","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-13T15:14:48 +402ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.17 3 packages installed [384.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-13T15:14:48 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-13T15:14:48 +15ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [6.00ms] stderr= done INFO 2026-01-13T15:14:48 +10ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-01-13T15:14:48 +1ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin INFO 2026-01-13T15:14:48 +1ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution INFO 2026-01-13T15:14:48 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.12"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-13T15:14:48 +107ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.12 1 package installed [101.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-13T15:14:48 +4ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin INFO 2026-01-13T15:14:48 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution INFO 2026-01-13T15:14:48 +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@0.0.8"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-13T15:14:49 +594ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.12 installed opencode-anthropic-auth@0.0.8 14 packages installed [582.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-13T15:14:49 +81ms service=bus type=* subscribing INFO 2026-01-13T15:14:49 +1ms service=bus type=session.updated subscribing INFO 2026-01-13T15:14:49 +0ms service=bus type=message.updated subscribing INFO 2026-01-13T15:14:49 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-13T15:14:49 +0ms service=bus type=session.updated subscribing INFO 2026-01-13T15:14:49 +2ms service=bus type=message.updated subscribing INFO 2026-01-13T15:14:49 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-13T15:14:49 +0ms service=bus type=session.diff subscribing INFO 2026-01-13T15:14:49 +0ms service=format init INFO 2026-01-13T15:14:49 +0ms service=bus type=file.edited subscribing INFO 2026-01-13T15:14:49 +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 2026-01-13T15:14:49 +5ms service=bus type=command.executed subscribing INFO 2026-01-13T15:14:49 +56ms service=server method=POST path=/session request INFO 2026-01-13T15:14:49 +0ms service=server status=started method=POST path=/session request INFO 2026-01-13T15:14:49 +6ms service=session id=ses_448137c78ffeYlyZJt6WiZHckZ version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-13T15:14:49.351Z time={"created":1768317289351,"updated":1768317289351} created INFO 2026-01-13T15:14:49 +6ms service=bus type=session.created publishing INFO 2026-01-13T15:14:49 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:49 +6ms service=server status=completed duration=18 method=POST path=/session request INFO 2026-01-13T15:14:49 +2ms service=server method=GET path=/config request INFO 2026-01-13T15:14:49 +0ms service=server status=started method=GET path=/config request INFO 2026-01-13T15:14:49 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-01-13T15:14:49 +4ms service=server method=GET path=/event request INFO 2026-01-13T15:14:49 +0ms service=server status=started method=GET path=/event request INFO 2026-01-13T15:14:49 +1ms service=server method=POST path=/session/ses_448137c78ffeYlyZJt6WiZHckZ/message request INFO 2026-01-13T15:14:49 +0ms service=server status=started method=POST path=/session/ses_448137c78ffeYlyZJt6WiZHckZ/message request INFO 2026-01-13T15:14:49 +1ms service=server event connected INFO 2026-01-13T15:14:49 +3ms service=bus type=* subscribing INFO 2026-01-13T15:14:49 +7ms service=server status=completed duration=12 method=GET path=/event request INFO 2026-01-13T15:14:49 +2ms service=server status=completed duration=13 method=POST path=/session/ses_448137c78ffeYlyZJt6WiZHckZ/message request INFO 2026-01-13T15:14:49 +8ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:49 +15ms service=provider status=started state INFO 2026-01-13T15:14:49 +5ms service=models.dev file={} refreshing INFO 2026-01-13T15:14:49 +25ms service=provider init INFO 2026-01-13T15:14:49 +13ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:49 +13ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:49 +4ms service=bus type=session.status publishing INFO 2026-01-13T15:14:49 +0ms service=session.prompt step=0 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:49 +18ms service=provider providerID=openrouter found INFO 2026-01-13T15:14:49 +0ms service=provider providerID=opencode found INFO 2026-01-13T15:14:49 +0ms service=provider providerID=litellm found INFO 2026-01-13T15:14:49 +0ms service=provider status=completed duration=78 state INFO 2026-01-13T15:14:49 +6ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:49 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-13T15:14:49 +1ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-13T15:14:49 +0ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-01-13T15:14:49 +7ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:49 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:49 +23ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:49 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:49 +3ms service=tool.registry status=started read INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:49 +3ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:49 +2ms service=tool.registry status=completed duration=9 invalid INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=9 question INFO 2026-01-13T15:14:49 +1ms service=tool.registry status=completed duration=5 read INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=6 glob INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=6 grep INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=6 edit INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=6 write INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=3 todowrite INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=3 todoread INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=10 bash INFO 2026-01-13T15:14:49 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:49 +4ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:49 +0ms service=tool.registry status=completed duration=10 task INFO 2026-01-13T15:14:49 +15ms service=tool.registry status=completed duration=22 skill INFO 2026-01-13T15:14:49 +8ms service=session.prompt status=completed duration=60 resolveTools INFO 2026-01-13T15:14:49 +11ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:49 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:49 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:49 +7ms service=session.processor process INFO 2026-01-13T15:14:49 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:49 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-13T15:14:49 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-13T15:14:49 +2ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:49 +3ms service=bus type=session.status publishing INFO 2026-01-13T15:14:50 +431ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +5ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +5ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +153ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +79ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +89ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +108ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +46ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +5ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +6ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:50 +0ms service=permission permission=glob pattern=conv*.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:50 +11ms service=bus type=message.part.updated publishing This task requires analyzing existing JSON files (`convXXX.json`) to determine if a reply is needed based on specific rules, and then writing new classification JSON files (`convXXX_classification.json`). Since this involves file discovery, reading, analysis, and writing, I will start by exploring the directory for the input files. Here is the plan: 1. Use `glob` to find all `convXXX.json` files in the current directory. 2. For each found file, use `read` to get its content. 3. For each file's content, analyze the conversation based on the provided classification rules, keeping in mind the user context ($\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$, $\text{Team}=\text{reflector team}$). 4. Create the corresponding `convXXX_classification.json` file with the determined `need_reply` status and `reason`. I will start by finding the input files. INFO 2026-01-13T15:14:50 +15ms service=bus type=message.part.updated publishing |  Glob app/input INFO 2026-01-13T15:14:50 +8ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:50 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:50 +16ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:50 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:14:50 +0ms service=session.prompt step=1 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:50 +5ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:50 +14ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:50 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:50 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:50 +33ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:50 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:50 +1ms service=tool.registry status=started bash INFO 2026-01-13T15:14:50 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started read INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:50 +1ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-13T15:14:50 +1ms service=tool.registry status=completed duration=2 bash INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-13T15:14:50 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:50 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:50 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-13T15:14:50 +6ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-13T15:14:50 +8ms service=session.processor process INFO 2026-01-13T15:14:50 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:50 +8ms service=bus type=session.status publishing INFO 2026-01-13T15:14:51 +545ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +19ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +95ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +90ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +1ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:51 +0ms service=permission permission=read pattern=/app/input/conv1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +5ms service=lsp file=/app/input/conv1.json touching file INFO 2026-01-13T15:14:51 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv1.json read INFO 2026-01-13T15:14:51 +7ms service=bus type=message.part.updated publishing |  Read app/input/conv1.json INFO 2026-01-13T15:14:51 +6ms service=bus type=message.part.updated publishing This is the list of conversation files found: `conv2.json`, `conv4.json`, `conv5.json`, `conv3.json`, and `conv1.json`. I will now read them sequentially to analyze their contents against the classification rules. I'll start with `conv1.json`. INFO 2026-01-13T15:14:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:51 +0ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:51 +2ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:51 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:14:51 +0ms service=session.prompt step=2 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:51 +9ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:51 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:51 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:51 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:51 +5ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:51 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:51 +1ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:51 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started read INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=0 question INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-13T15:14:51 +1ms service=tool.registry status=completed duration=0 glob INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-13T15:14:51 +1ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-13T15:14:51 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:51 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:51 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-13T15:14:51 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-13T15:14:51 +7ms service=session.processor process INFO 2026-01-13T15:14:51 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:51 +3ms service=bus type=session.status publishing INFO 2026-01-13T15:14:52 +812ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +25ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +92ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +107ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +92ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +82ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +102ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +62ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +65ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:52 +59ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +67ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +67ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +79ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +95ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +133ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +116ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +61ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +52ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +18ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +28ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +3ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:53 +0ms service=permission permission=edit pattern=app/input/conv1_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:53 +0ms service=bus type=file.edited publishing INFO 2026-01-13T15:14:53 +6ms service=format file=/app/input/conv1_classification.json formatting INFO 2026-01-13T15:14:53 +2ms service=format name=zig ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=uv format ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=terraform ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=ruff ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=air ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=prettier ext=.json checking INFO 2026-01-13T15:14:53 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +26ms service=format name=oxfmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=mix ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=gleam ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=dart ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-13T15:14:53 +0ms service=format name=biome ext=.json checking INFO 2026-01-13T15:14:53 +10ms service=bus type=message.part.updated publishing For `conv1.json`: - **User Context:** $\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$. - **Participants:** `contact_ids`: ["16", "4", "116", "15"]. The user (ID 4) is a participant. - **Recent Messages (Newest to Oldest):** 1. Sender ID: "15". Mentions: `@_**Mathieu|299**`. **Condition 1 met.** 2. Sender ID: "16". Mentions: `@**Mathieu**`. **Condition 1 met.** 3. Sender ID: "4" (User). User sent the last message in this snippet. 4. Sender ID: "116". Mentions: `@_**Max|67**`, `@**Daniil Kulko**`. No mention of User ID 4 or "reflector team". 5. Sender ID: "16". Mentions: None. 6. Sender ID: "16". Mentions: `@**Daniil Kulko**`. No mention of User ID 4 or "reflector team". 7. Sender ID: "16". Mentions: `@**Daniil Kulko**`. No mention of User ID 4 or "reflector team". 8. Sender ID: "116". No mention. 9. Sender ID: "116". Mentions: `@**Max**`, `@**Daniil Kulko**`. No mention of User ID 4 or "reflector team". 10. Sender ID: "15". Mentions: `@**Max**`, `@**Daniil Kulko**`. No mention of User ID 4 or "reflector team". 11. Sender ID: "16". Mentions: `@**Micha�� Flak**`, `@**Daniil Kulko**`, `@**Mathieu**`. **Condition 1 met.** 12. Sender ID: "15". Mentions: `@**Max**`. No mention of User ID 4 or "reflector team". 13. Sender ID: "16". No mention. 14. Sender ID: "16". No mention. 15. Sender ID: "16". Mentions: `@**Micha�� Flak**`. No mention of User ID 4 or "reflector team". 16. Sender ID: "15". Mentions: `@**Mathieu**`, `@**Angel**`. **Condition 1 met.** 17. Sender ID: "15". Mentions: `@**Mathieu**`, `@**Daniil Kulko**`. **Condition 1 met.** Since the user (ID 4) was directly mentioned in message 1 (by sender 15) and message 2 (by sender 16), and the conversation is active, a reply is needed. The last message *by the user* was line 13 (ID 4), but subsequent messages (line 11 by ID 15, line 12 by ID 16) mention the user. **Classification for `conv1.json`:** ```json { "need_reply": true, "reason": "The user was directly mentioned in the two most recent messages by senders 15 and 16." } ``` I will now write the classification file. INFO 2026-01-13T15:14:53 +1ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv1_classification.json read INFO 2026-01-13T15:14:53 +1ms service=lsp file=/app/input/conv1_classification.json touching file INFO 2026-01-13T15:14:53 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv1_classification.json INFO 2026-01-13T15:14:53 +11ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:53 +3ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:53 +43ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:53 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:14:53 +1ms service=session.prompt step=3 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:53 +33ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:53 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:53 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:53 +0ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:53 +4ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:53 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:53 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:53 +1ms service=tool.registry status=started read INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:14:53 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:53 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:53 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-13T15:14:53 +2ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-13T15:14:53 +4ms service=session.processor process INFO 2026-01-13T15:14:53 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:53 +4ms service=bus type=session.status publishing INFO 2026-01-13T15:14:54 +525ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +34ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +0ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:54 +0ms service=permission permission=read pattern=/app/input/conv2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +2ms service=lsp file=/app/input/conv2.json touching file INFO 2026-01-13T15:14:54 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv2.json read INFO 2026-01-13T15:14:54 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv2.json INFO 2026-01-13T15:14:54 +18ms service=bus type=message.part.updated publishing Next, I will analyze `conv2.json`. INFO 2026-01-13T15:14:54 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +3ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:54 +17ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:54 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:14:54 +0ms service=session.prompt step=4 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:54 +28ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:54 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=true agent=title stream INFO 2026-01-13T15:14:54 +0ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:54 +0ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:54 +4ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:54 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:54 +1ms service=tool.registry status=started question INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:54 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started read INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 question INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=0 bash INFO 2026-01-13T15:14:54 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-13T15:14:54 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:54 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:54 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-13T15:14:54 +1ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-13T15:14:54 +2ms service=session.processor process INFO 2026-01-13T15:14:54 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:54 +5ms service=bus type=session.status publishing INFO 2026-01-13T15:14:54 +479ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:54 +14ms service=session.summary title=Conversation reply classification title INFO 2026-01-13T15:14:54 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:54 +28ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +12ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +62ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +56ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +145ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +139ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +116ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +35ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +160ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +5ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:55 +0ms service=permission permission=edit pattern=app/input/conv2_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:55 +1ms service=bus type=file.edited publishing INFO 2026-01-13T15:14:55 +0ms service=format file=/app/input/conv2_classification.json formatting INFO 2026-01-13T15:14:55 +0ms service=format name=zig ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=uv format ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=terraform ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=ruff ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=air ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=prettier ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=mix ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=gleam ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=dart ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-13T15:14:55 +0ms service=format name=biome ext=.json checking INFO 2026-01-13T15:14:55 +1ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv2_classification.json read INFO 2026-01-13T15:14:55 +0ms service=lsp file=/app/input/conv2_classification.json touching file INFO 2026-01-13T15:14:55 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +15ms service=bus type=message.part.updated publishing |  Write app/input/conv2_classification.json INFO 2026-01-13T15:14:55 +3ms service=bus type=message.part.updated publishing For `conv2.json`: - **User Context:** $\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$, $\text{Team}=\text{reflector team}$. - **Participants:** `contact_ids`: ["17", "4"]. The user (ID 4) is a participant. - **Recent Messages (Newest to Oldest):** 1. Sender ID: "17". Mentions: `@*reflectors*` (a group mention, likely including the user's team). **Condition 2 met.** The message is a detailed proposal/issue report directed at the team. 2. (No other messages). Since the user's team (`reflector team`) is mentioned via `@*reflectors*` in the only message, a reply is expected from the team, thus the user needs to reply (`need_reply: true`). **Classification for `conv2.json`:** ```json { "need_reply": true, "reason": "The user's team ('reflector team') was mentioned in the only message, indicating an action/discussion directed at the team." } ``` I will now write the classification file. INFO 2026-01-13T15:14:55 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:55 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:55 +10ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:55 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:14:55 +1ms service=session.prompt step=5 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:55 +17ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:55 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:55 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started read INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:55 +1ms service=tool.registry status=started write INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-13T15:14:55 +3ms service=tool.registry status=completed duration=3 skill INFO 2026-01-13T15:14:55 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:55 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:55 +0ms service=tool.registry status=completed duration=4 task INFO 2026-01-13T15:14:55 +4ms service=session.prompt status=completed duration=10 resolveTools INFO 2026-01-13T15:14:55 +13ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:55 +2ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:55 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:55 +1ms service=session.processor process INFO 2026-01-13T15:14:55 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:55 +7ms service=bus type=session.status publishing INFO 2026-01-13T15:14:56 +409ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +37ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +124ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +0ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:56 +0ms service=permission permission=read pattern=/app/input/conv3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +5ms service=lsp file=/app/input/conv3.json touching file INFO 2026-01-13T15:14:56 +1ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv3.json read INFO 2026-01-13T15:14:56 +1ms service=bus type=message.part.updated publishing |  Read app/input/conv3.json INFO 2026-01-13T15:14:56 +8ms service=bus type=message.part.updated publishing Next, I will analyze `conv3.json`. INFO 2026-01-13T15:14:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:56 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:56 +2ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:56 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:14:56 +0ms service=session.prompt step=6 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:56 +30ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:56 +7ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:56 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:56 +14ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:56 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:56 +1ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:56 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:56 +1ms service=tool.registry status=started read INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:56 +1ms service=tool.registry status=started edit INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:14:56 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:56 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:56 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-13T15:14:56 +29ms service=session.prompt status=completed duration=32 resolveTools INFO 2026-01-13T15:14:56 +13ms service=session.processor process INFO 2026-01-13T15:14:56 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:56 +9ms service=bus type=session.status publishing INFO 2026-01-13T15:14:56 +78ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:56 +220ms service=session.summary title=Conversation reply classification task title INFO 2026-01-13T15:14:56 +0ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:57 +287ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +4ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +29ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +32ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +73ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +54ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +132ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +110ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +139ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +135ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:57 +171ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:58 +153ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:58 +41ms service=session.summary title=Conversation reply classification task title INFO 2026-01-13T15:14:58 +0ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:58 +137ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:58 +191ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:58 +148ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:58 +141ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +234ms service=session.summary title=Conversation reply classification system title INFO 2026-01-13T15:14:59 +0ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +4ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +1ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +0ms service=permission permission=edit pattern=app/input/conv3_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:59 +1ms service=bus type=file.edited publishing INFO 2026-01-13T15:14:59 +0ms service=format file=/app/input/conv3_classification.json formatting INFO 2026-01-13T15:14:59 +0ms service=format name=zig ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=uv format ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=terraform ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=ruff ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=air ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=prettier ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=mix ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=gleam ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=dart ext=.json checking INFO 2026-01-13T15:14:59 +1ms service=format name=clang-format ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=format name=biome ext=.json checking INFO 2026-01-13T15:14:59 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv3_classification.json read INFO 2026-01-13T15:14:59 +0ms service=lsp file=/app/input/conv3_classification.json touching file INFO 2026-01-13T15:14:59 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +8ms service=bus type=message.part.updated publishing |  Write app/input/conv3_classification.json INFO 2026-01-13T15:14:59 +4ms service=bus type=message.part.updated publishing For `conv3.json`: - **User Context:** $\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$, $\text{Team}=\text{reflector team}$. - **Participants:** `contact_ids`: ["15", "4", "70", "14", "27"]. The user (ID 4) is a participant. - **Recent Messages (Newest to Oldest):** 1. Sender ID: "70". Mentions: None. It's a question ("Or can I only do that locally?"). **Condition 3 candidate.** 2. Sender ID: "70". Mentions: None. It's a question ("How can I do that?"). **Condition 3 candidate.** 3. Sender ID: "70". Mentions: None. It's a statement/request ("I'd like to see how each model does on my task."). **Condition 3 candidate.** 4. Sender ID: "4" (User). User provided a link. 5. Sender ID: "70". Mentions: `@**Mathieu**`. **Condition 1 met.** 6. Sender ID: "4" (User). User confirmed approval/merge. 7. Sender ID: "70". Mentions: `@**Mathieu**`. **Condition 1 met.** 8. Sender ID: "4" (User). User posted a PR link. 9. Sender ID: "4" (User). User stated they merged something. 10. Sender ID: "4" (User). User provided status update. The last message *from anyone else* that is not a direct reply to the user's last action (which was message 5: providing a link) is message 1 (Sender 70). Messages 1, 2, and 3 are questions from sender 70, which follow message 4 (User reply). This implies sender 70 is waiting for a response to their questions (messages 1-3) after the user provided the link (message 4). Specifically: - Msg 4 (User, Sender 4): `@**Nik** https://eval.monadical.io/` - Msg 3 (Sender 70): `I'd like to see how each model does on my task.` (This seems to be context for the subsequent questions, as Msg 5 confirms the user addressed him as @**Mathieu**) - Msg 2 (Sender 70): `How can I do that?` - Msg 1 (Sender 70): `Or can I only do that locally?` Since Sender 70 asked explicit questions immediately after the user provided a link, they are waiting for an answer. **Condition 3 is met.** **Classification for `conv3.json`:** ```json { "need_reply": true, "reason": "User provided a link in response to a question, and the other participant (sender 70) immediately followed up with explicit questions asking 'How can I do that?' and 'Or can I only do that locally?'." } ``` I will now write the classification file. INFO 2026-01-13T15:14:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +3ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:14:59 +0ms service=session.prompt step=7 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:59 +16ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:59 +2ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:59 +1ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:59 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:59 +1ms service=tool.registry status=started read INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:14:59 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-13T15:14:59 +3ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-13T15:14:59 +8ms service=session.processor process INFO 2026-01-13T15:14:59 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:59 +5ms service=bus type=session.status publishing INFO 2026-01-13T15:14:59 +577ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +5ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +36ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +1ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +0ms service=permission permission=read pattern=/app/input/conv4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:14:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +1ms service=lsp file=/app/input/conv4.json touching file INFO 2026-01-13T15:14:59 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv4.json read INFO 2026-01-13T15:14:59 +5ms service=bus type=message.part.updated publishing |  Read app/input/conv4.json INFO 2026-01-13T15:14:59 +11ms service=bus type=message.part.updated publishing Next, I will analyze `conv4.json`. INFO 2026-01-13T15:14:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:14:59 +0ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +9ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:14:59 +1ms service=session.prompt step=8 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:14:59 +17ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started question INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:14:59 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started read INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started write INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started task INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:14:59 +1ms service=tool.registry status=started todowrite INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:14:59 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:14:59 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-13T15:14:59 +5ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-13T15:14:59 +6ms service=bus type=message.updated publishing INFO 2026-01-13T15:14:59 +14ms service=bus type=session.updated publishing INFO 2026-01-13T15:14:59 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:14:59 +1ms service=session.processor process INFO 2026-01-13T15:14:59 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:14:59 +5ms service=bus type=session.status publishing INFO 2026-01-13T15:15:00 +928ms service=session.summary title=Classify conversation reply needs title INFO 2026-01-13T15:15:00 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:12 +11961ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:12 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:12 +174ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:12 +115ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +127ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +162ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +142ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +138ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +163ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +174ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +1ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:13 +0ms service=permission permission=edit pattern=app/input/conv4_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:15:13 +0ms service=bus type=file.edited publishing INFO 2026-01-13T15:15:13 +0ms service=format file=/app/input/conv4_classification.json formatting INFO 2026-01-13T15:15:13 +0ms service=format name=zig ext=.json checking INFO 2026-01-13T15:15:13 +1ms service=format name=uv format ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=terraform ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=ruff ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=air ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=prettier ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=mix ext=.json checking INFO 2026-01-13T15:15:13 +1ms service=format name=latexindent ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=gleam ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=dart ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=format name=biome ext=.json checking INFO 2026-01-13T15:15:13 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv4_classification.json read INFO 2026-01-13T15:15:13 +1ms service=lsp file=/app/input/conv4_classification.json touching file INFO 2026-01-13T15:15:13 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +2ms service=bus type=message.part.updated publishing |  Write app/input/conv4_classification.json INFO 2026-01-13T15:15:13 +15ms service=bus type=message.part.updated publishing For `conv4.json`: - **User Context:** $\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$. - **Participants:** `contact_ids`: ["4", "363"]. The user (ID 4) is the recipient (`to_contact_ids`). - **Recent Messages (Newest to Oldest):** 1. There is only one message, sent by Sender ID "363" to User ID 4. 2. Content: "Hey Mathieu... I have a business opportunities that we should absolutely talk about. Give me a call." The user is the explicit recipient of this email/message, and the sender is requesting a call. This clearly indicates that a response is expected from the user. **Condition 3 is met.** **Classification for `conv4.json`:** ```json { "need_reply": true, "reason": "The user (Mathieu) is the direct recipient of the email, and the sender is requesting the user to call them about a business opportunity." } ``` I will now write the classification file. INFO 2026-01-13T15:15:13 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:13 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:13 +2ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:13 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:15:13 +1ms service=session.prompt step=9 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:15:13 +18ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:13 +1ms service=bus type=session.updated publishing INFO 2026-01-13T15:15:13 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:15:13 +6ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:13 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:15:13 +1ms service=tool.registry status=started question INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:15:13 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started read INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:15:13 +1ms service=tool.registry status=started grep INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started write INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started task INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-13T15:15:13 +1ms service=tool.registry status=completed duration=2 question INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-13T15:15:13 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:13 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:13 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-13T15:15:13 +3ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-13T15:15:13 +2ms service=session.processor process INFO 2026-01-13T15:15:13 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:15:13 +5ms service=bus type=session.status publishing INFO 2026-01-13T15:15:14 +429ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +48ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +70ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +0ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:14 +1ms service=permission permission=read pattern=/app/input/conv5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:15:14 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +5ms service=lsp file=/app/input/conv5.json touching file INFO 2026-01-13T15:15:14 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv5.json read INFO 2026-01-13T15:15:14 +2ms service=bus type=message.part.updated publishing |  Read app/input/conv5.json INFO 2026-01-13T15:15:14 +23ms service=bus type=message.part.updated publishing Next, I will analyze `conv5.json`. INFO 2026-01-13T15:15:14 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:14 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:14 +7ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:14 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:15:14 +0ms service=session.prompt step=10 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:15:14 +21ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:14 +1ms service=bus type=session.updated publishing INFO 2026-01-13T15:15:14 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:15:14 +3ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:14 +1ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:15:14 +1ms service=tool.registry status=started invalid INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started question INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:15:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:15:14 +2ms service=tool.registry status=started read INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started write INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started task INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:15:14 +1ms service=tool.registry status=started todoread INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=3 question INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:15:14 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:14 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:14 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-13T15:15:14 +3ms service=session.prompt status=completed duration=8 resolveTools INFO 2026-01-13T15:15:14 +12ms service=session.processor process INFO 2026-01-13T15:15:14 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:15:14 +10ms service=bus type=session.status publishing INFO 2026-01-13T15:15:15 +643ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +29ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +55ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +89ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +117ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +115ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +140ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:15 +207ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +205ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +102ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +210ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +2ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:16 +0ms service=permission permission=edit pattern=app/input/conv5_classification.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-13T15:15:16 +0ms service=bus type=file.edited publishing INFO 2026-01-13T15:15:16 +0ms service=format file=/app/input/conv5_classification.json formatting INFO 2026-01-13T15:15:16 +0ms service=format name=zig ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=uv format ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=terraform ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=ruff ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=air ext=.json checking INFO 2026-01-13T15:15:16 +1ms service=format name=prettier ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=mix ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=gleam ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=dart ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=format name=biome ext=.json checking INFO 2026-01-13T15:15:16 +0ms service=file.time sessionID=ses_448137c78ffeYlyZJt6WiZHckZ file=/app/input/conv5_classification.json read INFO 2026-01-13T15:15:16 +0ms service=lsp file=/app/input/conv5_classification.json touching file INFO 2026-01-13T15:15:16 +0ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +3ms service=bus type=message.part.updated publishing |  Write app/input/conv5_classification.json INFO 2026-01-13T15:15:16 +22ms service=bus type=message.part.updated publishing For `conv5.json`: - **User Context:** $\text{User ID}=4$, $\text{User Name}=\text{Mathieu Virbel}$. - **Participants:** `contact_ids`: ["19", "11", "8", "18", "22", "2", "20", "360", "7", "27", "14"]. The user (ID 4) is **not** listed in `contact_ids`. - **Recent Messages (Newest to Oldest):** 1. Sender ID: "22". Reporting their day off. 2. Sender ID: "2". Reporting their day off. 3. Sender ID: "20". Reporting their day off. 4. Sender ID: "8". Quoting another message and providing an update. 5. Sender ID: "18". Thanking people. 6. Sender ID: "18". Reminding people to share info and mentioning Zippy/Joyce. ... (Conversation continues with other people reporting time off) Since the user (ID 4) is not listed in `contact_ids`, the conversation does not involve them directly, nor do any of the recent messages mention them or their team. **Rule 2 applies.** **Classification for `conv5.json`:** ```json { "need_reply": false, "reason": "The user is not listed as a participant (ID 4 is missing from contact_ids), and no messages mention the user or their team." } ``` I will now write the classification file. INFO 2026-01-13T15:15:16 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:16 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:16 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:16 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:15:16 +0ms service=session.prompt step=11 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:15:16 +17ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:16 +0ms service=session.prompt status=started resolveTools INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started invalid INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started question INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started bash INFO 2026-01-13T15:15:16 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-13T15:15:16 +1ms service=tool.registry status=started read INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started glob INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started grep INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started edit INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started write INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started task INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started webfetch INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started todowrite INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started todoread INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=started skill INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-13T15:15:16 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:16 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-13T15:15:16 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-13T15:15:16 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-13T15:15:16 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:16 +3ms service=bus type=session.updated publishing INFO 2026-01-13T15:15:16 +1ms service=bus type=session.diff publishing INFO 2026-01-13T15:15:16 +1ms service=session.processor process INFO 2026-01-13T15:15:16 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ small=false agent=build stream INFO 2026-01-13T15:15:16 +2ms service=bus type=session.status publishing INFO 2026-01-13T15:15:17 +511ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +1ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +42ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +57ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +150ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +134ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +117ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +135ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:17 +180ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:18 +185ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:18 +226ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:18 +89ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:18 +18ms service=bus type=message.part.updated publishing I have analyzed all five files (`conv1.json` through `conv5.json`) and created their corresponding classification files. I will now proceed to analyze the last remaining file, `conv5.json`, which was read just before in the previous step, meaning I have the content. Wait, I have already read and classified up to `conv5.json`. Let me re-check the initial glob result. Initial glob result: `/app/input/conv2.json` `/app/input/conv4.json` `/app/input/conv5.json` `/app/input/conv3.json` `/app/input/conv1.json` I processed them in the order: 1, 2, 3, 4, 5. I believe all files have been processed. Summary of actions: 1. Found 5 files using `glob`. 2. Read and classified `conv1.json` -> Wrote `conv1_classification.json`. 3. Read and classified `conv2.json` -> Wrote `conv2_classification.json`. 4. Read and classified `conv3.json` -> Wrote `conv3_classification.json`. 5. Read and classified `conv4.json` -> Wrote `conv4_classification.json`. 6. Read and classified `conv5.json` -> Wrote `conv5_classification.json`. The task is complete. I will provide a concluding statement. (Self-correction: I should check my own analysis flow against the original file list to ensure I didn't miss any or misorder them if the order mattered, but since the classification for each file is independent, the order of processing doesn't affect correctness, only the order of tool calls). The request asked for analysis for *each conversation file in this directory*. I have covered the 5 files found. The task is complete. INFO 2026-01-13T15:15:18 +2ms service=bus type=message.part.updated publishing INFO 2026-01-13T15:15:18 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:18 +5ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:18 +1ms service=bus type=session.status publishing INFO 2026-01-13T15:15:18 +0ms service=session.prompt step=12 sessionID=ses_448137c78ffeYlyZJt6WiZHckZ loop INFO 2026-01-13T15:15:18 +43ms service=session.prompt sessionID=ses_448137c78ffeYlyZJt6WiZHckZ exiting loop INFO 2026-01-13T15:15:18 +1ms service=session.compaction pruning INFO 2026-01-13T15:15:18 +1ms service=bus type=message.updated publishing INFO 2026-01-13T15:15:18 +1ms service=bus type=session.updated publishing INFO 2026-01-13T15:15:18 +3ms service=bus type=session.diff publishing INFO 2026-01-13T15:15:18 +4ms service=session.prompt sessionID=ses_448137c78ffeYlyZJt6WiZHckZ cancel INFO 2026-01-13T15:15:18 +0ms service=bus type=session.status publishing INFO 2026-01-13T15:15:18 +0ms service=bus type=session.idle publishing INFO 2026-01-13T15:15:18 +9ms service=default directory=/app/input disposing instance INFO 2026-01-13T15:15:18 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-13T15:15:18 +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.