/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20260205_150324/task11_relationship_classifier/openrouter-anthropic-claude-haiku-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: c4a5d557 Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 153 models to OpenCode configuration Added openrouter standard provider with 343 models to OpenCode configuration Set default model to openrouter/anthropic/claude-haiku-4.5 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # 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 2026-02-05T15:10:27 +823ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-05T15:10:27 +5ms service=default directory=/app/input creating instance INFO 2026-02-05T15:10:27 +1ms service=project directory=/app/input fromDirectory INFO 2026-02-05T15:10:27 +15ms service=storage index=0 running migration INFO 2026-02-05T15:10:27 +10ms service=storage index=1 running migration INFO 2026-02-05T15:10:27 +13ms service=default directory=/app/input bootstrapping INFO 2026-02-05T15:10:27 +9ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-05T15:10:27 +162ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-05T15:10:27 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-05T15:10:27 +66ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-05T15:10:28 +577ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [541.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-05T15:10:28 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-05T15:10:28 +25ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [6.00ms] stderr= done INFO 2026-02-05T15:10:28 +19ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-05T15:10:28 +0ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-05T15:10:28 +1ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin INFO 2026-02-05T15:10:28 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution INFO 2026-02-05T15:10:28 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.13"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-05T15:10:29 +968ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-anthropic-auth@0.0.13 13 packages installed [938.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-02-05T15:10:29 +69ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin INFO 2026-02-05T15:10:29 +3ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution INFO 2026-02-05T15:10:29 +0ms 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title=Relationship classifier for LinkedIn interactions title INFO 2026-02-05T15:10:32 +4ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:32 +78ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +6ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +64ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +15ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +12ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:32 +3ms service=bus type=message.part.updated 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evaluate INFO 2026-02-05T15:10:33 +0ms service=permission permission=read pattern=/app/input/test_cases.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:10:33 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:33 +22ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-02-05T15:10:33 +0ms service=file.time sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN file=/app/input/test_cases.json read INFO 2026-02-05T15:10:33 +6ms service=bus type=message.part.updated publishing ��� Read test_cases.json INFO 2026-02-05T15:10:33 +7ms service=bus type=message.part.updated publishing  I'll help you classify the relationships in the test cases. Let me start by reading the classifier prompt and test cases.  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bash INFO 2026-02-05T15:10:33 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:10:33 +1ms service=tool.registry status=started read INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started write INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started task INFO 2026-02-05T15:10:33 +3ms service=tool.registry status=started webfetch INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:10:33 +1ms service=tool.registry status=started skill INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=5 invalid INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=5 question INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=4 read INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=4 glob INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=4 grep INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=4 edit INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=4 write INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=5 bash INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-02-05T15:10:33 +3ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:33 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:33 +0ms service=tool.registry status=completed duration=7 task INFO 2026-02-05T15:10:33 +2ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-02-05T15:10:33 +15ms service=session.processor process INFO 2026-02-05T15:10:33 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN small=false agent=build mode=primary stream INFO 2026-02-05T15:10:33 +33ms service=bus type=session.status publishing INFO 2026-02-05T15:10:36 +3174ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +37ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +7ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:36 +82ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:37 +391ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:37 +59ms service=bus type=message.part.updated publishing I notice the classifier_prompt.md file is missing. Let me check if there are any other files in the directory:  INFO 2026-02-05T15:10:37 +98ms service=permission permission=bash pattern=ls -la /app/input/ ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-05T15:10:37 +0ms service=permission permission=bash pattern=ls -la /app/input/ action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:10:37 +52ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:37 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:37 +42ms service=bus type=message.part.updated publishing $ ls -la /app/input/ total 28 drwxrwxr-x 2 cubbi cubbi 4096 Dec 15 18:31 . drwxr-xr-x 3 cubbi cubbi 4096 Feb 5 15:10 .. -rw-rw-r-- 1 cubbi cubbi 17331 Dec 15 18:31 test_cases.json  INFO 2026-02-05T15:10:37 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:37 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:37 +28ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:37 +2ms service=bus type=session.status publishing INFO 2026-02-05T15:10:37 +1ms service=session.prompt step=2 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN loop INFO 2026-02-05T15:10:37 +51ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:37 +4ms service=bus type=session.updated publishing INFO 2026-02-05T15:10:37 +3ms service=bus type=session.diff publishing INFO 2026-02-05T15:10:37 +47ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:37 +3ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=started invalid INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=started question INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:10:37 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:10:37 +3ms service=tool.registry status=started read INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=started glob INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started write INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started task INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=completed duration=6 invalid INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=5 question INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=completed duration=3 read INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=2 write INFO 2026-02-05T15:10:37 +1ms service=tool.registry status=completed duration=3 webfetch INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=3 todowrite INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=7 bash INFO 2026-02-05T15:10:37 +3ms service=tool.registry status=completed duration=6 skill INFO 2026-02-05T15:10:37 +5ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:37 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:37 +0ms service=tool.registry status=completed duration=11 task INFO 2026-02-05T15:10:37 +12ms service=session.prompt status=completed duration=29 resolveTools INFO 2026-02-05T15:10:37 +14ms service=session.processor process INFO 2026-02-05T15:10:37 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN small=false agent=build mode=primary stream INFO 2026-02-05T15:10:37 +16ms service=bus type=session.status publishing INFO 2026-02-05T15:10:38 +503ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +48ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +9ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +49ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:38 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:39 +157ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:39 +819ms service=permission permission=todowrite 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 2026-02-05T15:10:39 +0ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:10:39 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:39 +1ms service=bus type=todo.updated publishing INFO 2026-02-05T15:10:39 +16ms service=bus type=message.part.updated publishing The classifier_prompt.md file doesn't exist, but I have the test cases and the key guidelines from the task description. I'll use the guidelines provided to classify each case. Let me analyze all 20 test cases systematically:  INFO 2026-02-05T15:10:39 +4ms service=bus type=message.part.updated publishing # Todos [ ] Classify all 20 test cases using provided guidelines [ ] Output results to results.json  INFO 2026-02-05T15:10:39 +4ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:39 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:39 +18ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:39 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:10:39 +0ms service=session.prompt step=3 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN loop INFO 2026-02-05T15:10:39 +31ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:39 +9ms service=bus type=session.updated publishing INFO 2026-02-05T15:10:39 +5ms service=bus type=session.diff publishing INFO 2026-02-05T15:10:39 +53ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:39 +4ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:10:39 +1ms service=tool.registry status=started invalid INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started question INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:10:39 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:10:39 +3ms service=tool.registry status=started read INFO 2026-02-05T15:10:39 +2ms service=tool.registry status=started glob INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started write INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started task INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=5 invalid INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=5 question INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=2 read INFO 2026-02-05T15:10:39 +1ms service=tool.registry status=completed duration=1 glob INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=6 bash INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-05T15:10:39 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:39 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:39 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-05T15:10:40 +7ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-02-05T15:10:40 +39ms service=session.processor process INFO 2026-02-05T15:10:40 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN small=false agent=build mode=primary stream INFO 2026-02-05T15:10:40 +30ms service=bus type=session.status publishing INFO 2026-02-05T15:10:40 +704ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +15ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:40 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +37ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +49ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +7ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +19ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +19ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:41 +28ms 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service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +43ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +47ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +14ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +40ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:49 +12ms service=bus type=message.part.updated 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service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +4ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +17ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +19ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +37ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:50 +21ms 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service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +42ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +40ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +11ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +30ms service=bus type=message.part.updated 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service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +12ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +12ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +42ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:51 +13ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +7ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +10ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +34ms service=bus type=message.part.updated 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service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +15ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:52 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:53 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:53 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:53 +113ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:55 +1859ms 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 2026-02-05T15:10:55 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:10:55 +0ms service=bus type=file.edited publishing INFO 2026-02-05T15:10:55 +1ms service=format file=/app/input/results.json formatting INFO 2026-02-05T15:10:55 +5ms service=format name=zig ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=uv ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=terraform ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=ruff ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=air ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=prettier ext=.json checking INFO 2026-02-05T15:10:55 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:55 +18ms service=format name=pint ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=mix ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=gleam ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=dart ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-05T15:10:55 +0ms service=format name=biome ext=.json checking INFO 2026-02-05T15:10:55 +4ms service=bus type=message.part.updated publishing Now let me analyze each case based on the strong and weak evidence guidelines: **Case 0 (Sarah Chen & Marcus Johnson):** "Sarah! This is amazing - I still remember those late nights in 2019 when we were whiteboarding the first version of this..." - Strong evidence: specific shared memories, personal tone, inside details. **TRUE** **Case 1 (David Park & Jennifer Walsh):** "Congrats David! Well deserved." - Weak evidence: generic congratulation, no personalization. **FALSE** **Case 2 (Rachel Torres & Michael Okonkwo):** "Haha Rach, you literally said the same thing at dinner last month..." - Strong evidence: shared dinner, personal nickname ("Rach"), collaborative language. **TRUE** **Case 3 (James Liu & Amanda Stevens):** "Great work! This is exactly what the field needs..." - Weak evidence: generic professional comment, no personalization. **FALSE** **Case 4 (Emily Richardson & Tom Bradley):** "Tom!! I can't believe it. Remember when we both started the same week back in 2016?... fishing trip promise" - Strong evidence: shared history, personal nicknames, non-work interaction reference. **TRUE** **Case 5 (Kevin Patel & Lisa Zhang):** "Thanks for sharing! This is really helpful advice." - Weak evidence: generic professional comment, transactional. **FALSE** **Case 6 (Olivia Martinez & Robert Kim):** "Liv! Was looking for you at the Andreessen party... how's the new puppy adjusting??" - Strong evidence: shared event attendance, personal nickname, personal questions about puppy. **TRUE** **Case 7 (Daniel Brown & Sophia Lee):** "Congratulations on this milestone! ����" - Weak evidence: generic congratulation, no personalization. **FALSE** **Case 8 (Chris Anderson & Patricia Nguyen):** "PATRICIA!!! So incredibly proud of you! I've watched you grow from that nervous new grad I onboarded at LinkedIn 8 years ago..." - Strong evidence: long shared history (8 years), mentorship relationship, personal details about partner. **TRUE** **Case 9 (Andrew Thompson & Maria Santos):** "Very insightful analysis. Would love to connect and discuss further." - Weak evidence: generic professional comment, seeking first connection. **FALSE** **Case 10 (Jessica Williams & Brian O'Connor):** "There she is!! 142% is insane Jess... I remember you closing that Walmart deal while we were at your lake house last summer... kids are still talking about it." - Strong evidence: personal nickname, shared experiences at lake house, families involved. **TRUE** **Case 11 (Nathan Clark & Michelle Davis):** "Interesting approach! Looking forward to reading the technical details." - Weak evidence: generic professional comment, no personalization. **FALSE** **Case 12 (Laura Chen & Steven Wright):** "Steve, this post brought back so many memories from our Google days!... Your calm under pressure taught me so much... How's Emma doing at Berkeley?" - Strong evidence: shared history at Google, mentorship, personal question about family. **TRUE** **Case 13 (Ryan Murphy & Angela Foster):** "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." - Weak evidence: generic professional comment, no personalization. **FALSE** **Case 14 (Hannah Miller & George Adams):** "Hannah, watching your journey has been incredible. I still remember when you pitched this idea to me over coffee right before you left GS... annual catch-up dinner soon? Same spot as always?" - Strong evidence: shared memories, recurring personal meetings. **TRUE** **Case 15 (Tyler Robinson & Samantha Brooks):** "Interesting perspective. Would be curious to see some data backing this up." - Weak evidence: generic professional debate, no personalization. **FALSE** **Case 16 (Diana Rodriguez & William Chang):** "Will!!! 15 years is incredible. You were my first mentor when I joined Amazon in 2015... helped me debug... Beers next time I'm in Seattle - non-negotiable!" - Strong evidence: mentorship relationship, shared history, personal commitment to meeting. **TRUE** **Case 17 (Eric Foster & Nicole Baker):** "Some valid points here. Though I think the answer is more nuanced..." - Weak evidence: professional disagreement, no personalization. **FALSE** **Case 18 (Alexandra Green & Jason Kim):** "Alex!! So proud of you and the team!... remember sleeping in the office for 3 days straight?... my daughter loved the birthday gift... family dinner soon, the kids keep asking about 'Auntie Alex'" - Strong evidence: shared history, personal gifts, family relationships. **TRUE** **Case 19 (Mark Peterson & Katherine Liu):** "Well said. Too many teams get caught up in buzzwords..." - Weak evidence: generic professional agreement, no personalization. **FALSE** Now let me write the results to the output file:  INFO 2026-02-05T15:10:55 +13ms service=bus type=file.watcher.updated publishing INFO 2026-02-05T15:10:55 +1ms service=file.time sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN file=/app/input/results.json read INFO 2026-02-05T15:10:55 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-02-05T15:10:55 +10ms service=bus type=message.part.updated publishing ��� Write results.json Wrote file successfully.  INFO 2026-02-05T15:10:55 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:55 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:55 +6ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:55 +0ms service=bus type=session.status publishing INFO 2026-02-05T15:10:55 +0ms service=session.prompt step=4 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN loop INFO 2026-02-05T15:10:55 +13ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:55 +2ms service=bus type=session.updated publishing INFO 2026-02-05T15:10:55 +1ms service=bus type=session.diff publishing INFO 2026-02-05T15:10:55 +11ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:55 +0ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:10:55 +1ms service=tool.registry status=started invalid INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started question INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:10:55 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:10:55 +2ms service=tool.registry status=started read INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started write INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started task INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:10:55 +1ms service=tool.registry status=started todowrite INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=3 question INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-02-05T15:10:55 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:55 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:55 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-05T15:10:55 +2ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-02-05T15:10:55 +23ms service=session.processor process INFO 2026-02-05T15:10:55 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN small=false agent=build mode=primary stream INFO 2026-02-05T15:10:55 +17ms service=bus type=session.status publishing INFO 2026-02-05T15:10:55 +721ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:55 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:56 +772ms service=permission permission=todowrite 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 2026-02-05T15:10:56 +3ms service=permission permission=todowrite pattern=* action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-05T15:10:56 +4ms service=bus type=todo.updated publishing INFO 2026-02-05T15:10:56 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:56 +53ms service=bus type=message.part.updated publishing # Todos [x] Classify all 20 test cases using provided guidelines [x] Output results to results.json  INFO 2026-02-05T15:10:56 +4ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:56 +3ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:56 +13ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:56 +0ms service=bus type=session.status publishing INFO 2026-02-05T15:10:56 +0ms service=session.prompt step=5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN loop INFO 2026-02-05T15:10:56 +19ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:56 +2ms service=bus type=session.updated publishing INFO 2026-02-05T15:10:56 +0ms service=bus type=session.diff publishing INFO 2026-02-05T15:10:56 +1ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:56 +0ms service=session.prompt status=started resolveTools INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started invalid INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started question INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started bash INFO 2026-02-05T15:10:56 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-05T15:10:56 +1ms service=tool.registry status=started read INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started glob INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started grep INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started edit INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started write INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started task INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started webfetch INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started todowrite INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=started skill INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 read INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 write INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-02-05T15:10:56 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:56 +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":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-05T15:10:56 +0ms service=tool.registry status=completed duration=0 task INFO 2026-02-05T15:10:56 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-02-05T15:10:56 +11ms service=session.processor process INFO 2026-02-05T15:10:56 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN small=false agent=build mode=primary stream INFO 2026-02-05T15:10:56 +7ms service=bus type=session.status publishing INFO 2026-02-05T15:10:57 +503ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +3ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +19ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +37ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +45ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +42ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +13ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +37ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +34ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +64ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +10ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:57 +28ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +22ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +29ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +20ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +47ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +5ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +17ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +25ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +27ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +13ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +68ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +0ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +14ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +19ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +24ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +47ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:58 +16ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +30ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +33ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +17ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +57ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +1ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +18ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +41ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +26ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +12ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +32ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +14ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +31ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +15ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +45ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +35ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +36ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +21ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +23ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +76ms service=bus type=message.part.updated publishing ## Classification Complete I've analyzed all 20 LinkedIn interaction test cases and classified them based on the evidence of personal relationships. The results have been written to `results.json`. **Summary of Classifications:** - **10 cases marked as TRUE (knows each other):** Cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 - **10 cases marked as FALSE (don't know each other):** Cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 **Key Pattern Identified:** Cases with personal relationships consistently contained: - Personal references (nicknames, shared memories) - Specific details from past interactions (meetings, events, shared experiences) - Non-work interaction mentions (lake houses, family, gifts) - Long-term professional relationships (mentorship, years of working together) Cases without personal relationships had: - Generic professional comments - No personalization or specific references - Transactional or informational exchanges only - Formal, distant tone  INFO 2026-02-05T15:10:59 +2ms service=bus type=message.part.updated publishing INFO 2026-02-05T15:10:59 +0ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:59 +14ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:59 +1ms service=bus type=session.status publishing INFO 2026-02-05T15:10:59 +0ms service=session.prompt step=6 sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN loop INFO 2026-02-05T15:10:59 +10ms service=bus type=message.updated publishing INFO 2026-02-05T15:10:59 +2ms service=bus type=session.updated publishing INFO 2026-02-05T15:10:59 +0ms service=bus type=session.diff publishing INFO 2026-02-05T15:10:59 +1ms service=session.prompt sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN exiting loop INFO 2026-02-05T15:10:59 +1ms service=session.compaction pruning INFO 2026-02-05T15:10:59 +2ms service=session.prompt sessionID=ses_3d1a52c21ffeYTfI00ySbk95AN cancel INFO 2026-02-05T15:10:59 +0ms service=bus type=session.status publishing INFO 2026-02-05T15:10:59 +0ms service=bus type=session.idle publishing INFO 2026-02-05T15:10:59 +1ms service=default directory=/app/input disposing instance INFO 2026-02-05T15:10:59 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-05T15:10:59 +5ms 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.