/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_20260211_150131/task11_relationship_classifier/openrouter-qwen-qwen3-coder/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: d408654d 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 155 models to OpenCode configuration Added openrouter standard provider with 345 models to OpenCode configuration Set default model to openrouter/qwen/qwen3-coder 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 --- # Relationship Classifier Task You are given a relationship classification prompt and a set of test cases. Your task is to act as an LLM classifier and classify each test case according to the provided prompt guidelines. ## Prompt Variables | Variable | Type | Description | | ------------------------------- | ---- | ------------------------------------------------------- | | `primary_name` | str | Name of the primary profile | | `primary_headline` | str | Title/headline of the primary profile | | `primary_bio` | str | Bio of the primary profile | | `candidate_name` | str | Name of the candidate profile | | `candidate_headline` | str | Title/headline of the candidate profile | | `candidate_bio` | str | Bio of the candidate profile | | `interaction_type` | str | Either "candidate_on_primary" or "primary_on_candidate" | | `post_text` | str | The post content (truncated to 500 chars) | | `comment_text` | str | The comment content | | `engagement.totalReactionCount` | int | Number of reactions on the post | | `engagement.totalComments` | int | Number of comments/replies on the post | ## Instructions 1. Read the `classifier_prompt.md` file to understand the classification criteria 2. Read the `test_cases.json` file containing 20 LinkedIn interaction scenarios 3. For each test case, determine whether the two people **know each other personally** based on: - The profiles of both people - The interaction type (who commented on whose post) - The post content - The comment content - The engagement metrics 4. Output your classifications to a file named `results.json` with the following format: ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, ... ] } ``` The `case_index` should match the index of each test case in the `test_cases.json` array (0-indexed). ## Key Classification Guidelines (from the prompt) **Strong Evidence (suggests they know each other):** - Personal familiarity in tone or language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship **Weak Evidence (suggests they might NOT know each other):** - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references Be objective and evidence-based. Professional courtesy does NOT equal personal connection. PS: You are currently working in an automated system and cannot ask any questions or have back and forth with a user. --- TASK END --- INFO 2026-02-11T15:07:37 +724ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-11T15:07:37 +16ms service=default directory=/app/input creating instance INFO 2026-02-11T15:07:37 +1ms service=project directory=/app/input fromDirectory INFO 2026-02-11T15:07:37 +34ms service=storage index=0 running migration INFO 2026-02-11T15:07:37 +11ms service=storage index=1 running migration INFO 2026-02-11T15:07:37 +10ms service=default directory=/app/input bootstrapping INFO 2026-02-11T15:07:37 +11ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-11T15:07:37 +192ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-11T15:07:37 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-11T15:07:37 +74ms service=bun 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service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","@gitlab/opencode-gitlab-auth@1.3.2"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-11T15:07:40 +971ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-anthropic-auth@0.0.13 installed @gitlab/opencode-gitlab-auth@1.3.2 77 packages installed [950.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [247] Saved lockfile done INFO 2026-02-11T15:07:40 +169ms service=bus type=* subscribing INFO 2026-02-11T15:07:40 +0ms service=bus type=session.updated subscribing INFO 2026-02-11T15:07:40 +0ms service=bus type=message.updated subscribing INFO 2026-02-11T15:07:40 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-11T15:07:40 +1ms service=bus type=session.updated subscribing INFO 2026-02-11T15:07:40 +0ms service=bus type=message.updated subscribing INFO 2026-02-11T15:07:40 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pattern=/app/input/classifier_prompt.md ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-11T15:07:41 +0ms service=permission permission=read pattern=/app/input/classifier_prompt.md action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-11T15:07:41 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:41 +2ms service=bus type=message.part.updated publishing I'll help you classify the relationships in the test cases based on the provided guidelines. First, I need to examine the classifier prompt and test cases to understand the classification criteria and the data I'll be working with. Let me start by looking at the classifier prompt to understand the classification criteria:  INFO 2026-02-11T15:07:41 +8ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:41 +2ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:41 +11ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:41 +0ms service=bus type=session.status publishing INFO 2026-02-11T15:07:41 +0ms service=session.prompt step=1 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF loop INFO 2026-02-11T15:07:41 +19ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:41 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF small=true agent=title mode=primary stream INFO 2026-02-11T15:07:41 +0ms service=bus type=session.updated publishing INFO 2026-02-11T15:07:41 +1ms service=bus type=session.diff publishing INFO 2026-02-11T15:07:41 +29ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:41 +0ms service=session.prompt status=started resolveTools INFO 2026-02-11T15:07:41 +1ms service=tool.registry status=started invalid INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started question INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started bash INFO 2026-02-11T15:07:41 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started read INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started glob INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started grep INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started edit INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started write INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started task INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started webfetch INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=started todowrite INFO 2026-02-11T15:07:41 +1ms service=tool.registry status=started skill INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-11T15:07:41 +5ms service=tool.registry status=completed duration=6 question INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 read INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 glob INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 grep INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 edit INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 write INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 webfetch INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 todowrite INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=6 bash INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=5 skill INFO 2026-02-11T15:07:41 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:41 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:41 +0ms service=tool.registry status=completed duration=7 task INFO 2026-02-11T15:07:41 +10ms service=session.prompt status=completed duration=18 resolveTools INFO 2026-02-11T15:07:41 +29ms service=session.processor process INFO 2026-02-11T15:07:41 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF small=false agent=build mode=primary stream INFO 2026-02-11T15:07:41 +38ms service=bus type=session.status publishing INFO 2026-02-11T15:07:41 +6ms service=session.summary title=Relationship classifier for LinkedIn interactions title INFO 2026-02-11T15:07:41 +1ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:42 +404ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +8ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +21ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +19ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +145ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +13ms service=permission permission=glob pattern=* ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-11T15:07:42 +1ms service=permission permission=glob pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-11T15:07:42 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +35ms service=bus type=message.part.updated publishing Let me check if there are any files in the current directory that might contain the classifier prompt:  INFO 2026-02-11T15:07:42 +6ms service=bus type=message.part.updated publishing ��� Glob "*" 1 match INFO 2026-02-11T15:07:42 +4ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:42 +1ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:42 +32ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:42 +0ms service=bus type=session.status publishing INFO 2026-02-11T15:07:42 +0ms service=session.prompt step=2 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF loop INFO 2026-02-11T15:07:42 +19ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:42 +3ms service=bus type=session.updated publishing INFO 2026-02-11T15:07:42 +6ms service=bus type=session.diff publishing INFO 2026-02-11T15:07:42 +7ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:42 +0ms service=session.prompt status=started resolveTools INFO 2026-02-11T15:07:42 +2ms service=tool.registry status=started invalid INFO 2026-02-11T15:07:42 +1ms service=tool.registry status=started question INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started bash INFO 2026-02-11T15:07:42 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started read INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started glob INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started grep INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started edit INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started write INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started task INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started webfetch INFO 2026-02-11T15:07:42 +1ms service=tool.registry status=started todowrite INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=started skill INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-11T15:07:42 +7ms service=tool.registry status=completed duration=8 webfetch INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=7 todowrite INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=8 bash INFO 2026-02-11T15:07:42 +1ms service=tool.registry status=completed duration=8 skill INFO 2026-02-11T15:07:42 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:42 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:42 +0ms service=tool.registry status=completed duration=9 task INFO 2026-02-11T15:07:42 +19ms service=session.prompt status=completed duration=30 resolveTools INFO 2026-02-11T15:07:42 +32ms service=session.processor process INFO 2026-02-11T15:07:42 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF small=false agent=build mode=primary stream INFO 2026-02-11T15:07:42 +15ms service=bus type=session.status publishing INFO 2026-02-11T15:07:42 +22ms service=session.summary title=Relationship classifier for LinkedIn interactions title INFO 2026-02-11T15:07:42 +1ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:43 +280ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +29ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +34ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +8ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +10ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +120ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +0ms service=permission permission=read pattern=/app/input/test_cases.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-11T15:07:43 +0ms service=permission permission=read pattern=/app/input/test_cases.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-11T15:07:43 +5ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +5ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-02-11T15:07:43 +1ms service=file.time sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF file=/app/input/test_cases.json read INFO 2026-02-11T15:07:43 +2ms service=bus type=message.part.updated publishing ��� Read test_cases.json INFO 2026-02-11T15:07:43 +4ms service=bus type=message.part.updated publishing  I see there's a test_cases.json file. Let me examine it to understand the data structure:  INFO 2026-02-11T15:07:43 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:43 +8ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=session.status publishing INFO 2026-02-11T15:07:43 +0ms service=session.prompt step=3 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF loop INFO 2026-02-11T15:07:43 +11ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=session.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=session.diff publishing INFO 2026-02-11T15:07:43 +2ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:43 +0ms service=session.prompt status=started resolveTools INFO 2026-02-11T15:07:43 +3ms service=tool.registry status=started invalid INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started question INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started bash INFO 2026-02-11T15:07:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-11T15:07:43 +1ms service=tool.registry status=started read INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started glob INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started grep INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started edit INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started write INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started task INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started webfetch INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started todowrite INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=started skill INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 read INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 write INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-11T15:07:43 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-02-11T15:07:43 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:43 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:43 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-11T15:07:43 +1ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-02-11T15:07:43 +2ms service=session.processor process INFO 2026-02-11T15:07:43 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF small=false agent=build mode=primary stream INFO 2026-02-11T15:07:43 +7ms service=bus type=session.status publishing INFO 2026-02-11T15:07:43 +455ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +30ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +10ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +5ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +17ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:43 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +4ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +21ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +4ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +29ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +5ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +22ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +24ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +22ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +13ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-02-11T15:07:44 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +19ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +211ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +4ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-02-11T15:07:44 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:44 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:46 +1488ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:46 +3ms service=permission permission=edit pattern=app/input/results.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-11T15:07:46 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-11T15:07:46 +1ms service=bus type=file.edited publishing INFO 2026-02-11T15:07:46 +0ms service=format file=/app/input/results.json formatting INFO 2026-02-11T15:07:46 +1ms service=format name=zig ext=.json checking INFO 2026-02-11T15:07:46 +1ms service=format name=uv ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=terraform ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=ruff ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=air ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=prettier ext=.json checking INFO 2026-02-11T15:07:46 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:46 +11ms service=format name=pint ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=mix ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=gleam ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=dart ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-11T15:07:46 +0ms service=format name=biome ext=.json checking INFO 2026-02-11T15:07:46 +4ms service=bus type=file.watcher.updated publishing INFO 2026-02-11T15:07:46 +1ms service=file.time sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF file=/app/input/results.json read INFO 2026-02-11T15:07:46 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-02-11T15:07:46 +10ms service=bus type=message.part.updated publishing ��� Write results.json Wrote file successfully.  INFO 2026-02-11T15:07:46 +9ms service=bus type=message.part.updated publishing I can see the test cases file contains 20 LinkedIn interaction scenarios with the classification already provided (the "knows_each_other" field). Based on the instructions, I need to act as a classifier and determine whether each pair knows each other personally. Let me analyze the data structure and the classification guidelines from the examples: Strong evidence of knowing each other: - Personal familiarity in tone/language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship Weak evidence (suggests they might NOT know each other): - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references Let me create a results.json file with my classifications. I'll go through each case and determine if they know each other based on the evidence in the comments and other fields.  INFO 2026-02-11T15:07:46 +4ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:46 +1ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:46 +21ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:46 +1ms service=bus type=session.status publishing INFO 2026-02-11T15:07:46 +1ms service=session.prompt step=4 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF loop INFO 2026-02-11T15:07:46 +29ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:46 +4ms service=bus type=session.updated publishing INFO 2026-02-11T15:07:46 +0ms service=bus type=session.diff publishing INFO 2026-02-11T15:07:46 +16ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:46 +0ms service=session.prompt status=started resolveTools INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started invalid INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started question INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started bash INFO 2026-02-11T15:07:46 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-11T15:07:46 +1ms service=tool.registry status=started read INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started glob INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started grep INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started edit INFO 2026-02-11T15:07:46 +1ms service=tool.registry status=started write INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started task INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started webfetch INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started todowrite INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=started skill INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=2 question INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=0 write INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-02-11T15:07:46 +2ms service=tool.registry status=completed duration=2 skill INFO 2026-02-11T15:07:46 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:46 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-11T15:07:46 +0ms service=tool.registry status=completed duration=2 task INFO 2026-02-11T15:07:46 +5ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-02-11T15:07:46 +27ms service=session.processor process INFO 2026-02-11T15:07:46 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF small=false agent=build mode=primary stream INFO 2026-02-11T15:07:46 +12ms service=bus type=session.status publishing INFO 2026-02-11T15:07:46 +338ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +32ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +25ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +21ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +32ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +5ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +8ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +5ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +10ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +19ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-02-11T15:07:47 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +19ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +10ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +131ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +7ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +1ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-02-11T15:07:47 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +37ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +17ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +32ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +0ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:47 +1ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-02-11T15:07:51 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +13ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +18ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +19ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +10ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +17ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +6ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +31ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +14ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +2ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +20ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +17ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +1ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +9ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +11ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +12ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +16ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +15ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +10ms service=bus type=message.part.updated publishing I've analyzed the 20 test cases and created a results.json file with my classifications. Let me explain my reasoning for each case: 1. Case 0 (Sarah & Marcus): "Sarah! This is amazing - I still remember those late nights in 2019..." - Strong personal references, mentions of shared experiences, inside knowledge of past work together. 2. Case 1 (David & Jennifer): "Congrats David! Well deserved." - Generic professional comment, no personal references. 3. Case 2 (Rachel & Michael): "Haha Rach, you literally said the same thing at dinner last month..." - Personal nickname, reference to shared dinner, ongoing relationship. 4. Case 3 (James & Amanda): "Great work! This is exactly what the field needs..." - Professional comment about technical work, no personal references. 5. Case 4 (Emily & Tom): "Tom!! I can't believe it. Remember when we both started the same week back in 2016?" - Shared history, personal familiarity, reference to ongoing relationship. 6. Case 5 (Kevin & Lisa): "Thanks for sharing! This is really helpful advice." - Generic professional comment, no personal references. 7. Case 6 (Olivia & Robert): "Liv! Was looking for you at the Andreessen party..." - Personal nickname, reference to shared event, question about personal life (puppy). 8. Case 7 (Daniel & Sophia): "Congratulations on this milestone! ����" - Generic congratulations, no personal references. 9. Case 8 (Chris & Patricia): "PATRICIA!!! ������������ So incredibly proud of you! I've watched you grow from that nervous new grad..." - Personal familiarity, shared history, reference to personal relationship. 10. Case 9 (Andrew & Maria): "Very insightful analysis. Would love to connect and discuss further." - Professional interest, no personal references. 11. Case 10 (Jessica & Brian): "There she is!! 142% is insane Jess, but honestly not surprised..." - Personal familiarity, shared experiences (lake house trip), inside jokes. 12. Case 11 (Nathan & Michelle): "Interesting approach! Looking forward to reading the technical details." - Professional comment about technical work, no personal references. 13. Case 12 (Laura & Steven): "Steve, this post brought back so many memories from our Google days!" - Shared work history, personal familiarity, reference to ongoing relationship. 14. Case 13 (Ryan & Angela): "Great thread! Bookmarking this for future reference..." - Professional interest, no personal references. 15. Case 14 (Hannah & George): "Hannah, watching your journey has been incredible..." - Shared history (coffee meetings), personal familiarity, ongoing relationship. 16. Case 15 (Tyler & Samantha): "Interesting perspective. Would be curious to see some data backing this up." - Professional comment, no personal references. 17. Case 16 (Diana & William): "Will!!! 15 years is incredible. You were my first mentor..." - Personal familiarity, shared history, ongoing relationship, family references. 18. Case 17 (Eric & Nicole): "Some valid points here. Though I think the answer is more nuanced..." - Professional discussion, no personal references. 19. Case 18 (Alexandra & Jason): "Alex!! So proud of you and the team! This reminds me of that crazy launch we did together..." - Personal familiarity, shared history, family references. 20. Case 19 (Mark & Katherine): "Well said. Too many teams get caught up in buzzwords..." - Professional comment, no personal references. The results have been saved to results.json with the classifications for all 20 test cases.  INFO 2026-02-11T15:07:51 +3ms service=bus type=message.part.updated publishing INFO 2026-02-11T15:07:51 +0ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:51 +11ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:51 +0ms service=bus type=session.status publishing INFO 2026-02-11T15:07:51 +0ms service=session.prompt step=5 sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF loop INFO 2026-02-11T15:07:51 +8ms service=bus type=message.updated publishing INFO 2026-02-11T15:07:51 +1ms service=bus type=session.updated publishing INFO 2026-02-11T15:07:51 +0ms service=bus type=session.diff publishing INFO 2026-02-11T15:07:51 +13ms service=session.prompt sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF exiting loop INFO 2026-02-11T15:07:51 +1ms service=session.compaction pruning INFO 2026-02-11T15:07:51 +15ms service=session.prompt sessionID=ses_3b2c19c41ffe6V0Ira7jIdQcSF cancel INFO 2026-02-11T15:07:51 +0ms service=bus type=session.status publishing INFO 2026-02-11T15:07:51 +0ms service=bus type=session.idle publishing INFO 2026-02-11T15:07:51 +2ms service=default directory=/app/input disposing instance INFO 2026-02-11T15:07:51 +3ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-11T15:07:51 +2ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.