/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_20251217_150016/task11_relationship_classifier/openrouter-anthropic-claude-opus-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 1489730d 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 145 models to OpenCode configuration Added openrouter standard provider with 349 models to OpenCode configuration Set default model to openrouter/anthropic/claude-opus-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 2025-12-17T15:09:20 +423ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-17T15:09:20 +2ms service=default directory=/app/input creating instance INFO 2025-12-17T15:09:20 +0ms service=project directory=/app/input fromDirectory INFO 2025-12-17T15:09:20 +10ms service=storage index=0 running migration ERROR 2025-12-17T15:09:20 +2ms service=storage index=0 failed to run migration INFO 2025-12-17T15:09:20 +1ms service=storage index=1 running migration INFO 2025-12-17T15:09:20 +3ms service=default directory=/app/input bootstrapping INFO 2025-12-17T15:09:20 +3ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-17T15:09:20 +26ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-17T15:09:20 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-17T15:09:20 +4ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.155","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-12-17T15:09:20 +339ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [322.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-17T15:09:20 +6ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-17T15:09:20 +1ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-17T15:09:20 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-17T15:09:20 +103ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [96.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-17T15:09:20 +3ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-17T15:09:20 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-17T15:09:20 +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@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2025-12-17T15:09:21 +660ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [650.00ms] stderr=Resolving 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publishing ERROR 2025-12-17T15:09:28 +56ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:28 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:28 +41ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +107ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +100ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:28 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:29 +100ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:29 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:29 +94ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2025-12-17T15:09:31 +99ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +2ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:31 +91ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:31 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:31 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +7ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +190ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:31 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +106ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +92ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +105ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +6ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +98ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +3ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +8ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +82ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +103ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +98ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:32 +99ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:32 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:32 +114ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:32 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +121ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +157ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +108ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +93ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +108ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +120ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +93ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +92ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:33 +2ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:33 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:33 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:34 +110ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +95ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +112ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +198ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +83ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:34 +1ms 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type=message.part.updated publishing INFO 2025-12-17T15:09:35 +20ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +55ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +188ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +6ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +102ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +103ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:35 +0ms service=bus type=message.part.updated publishing INFO 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service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +104ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +287ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +103ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +115ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +78ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:36 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:37 +104ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:37 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:37 +2ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:37 +0ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:37 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:37 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:37 +95ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:37 +3ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2025-12-17T15:09:37 +1ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:38 +94ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:38 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:38 +86ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +229ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +74ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +107ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +3ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:38 +104ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +1ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:39 +182ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:39 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:39 +9ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +115ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +80ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +94ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +107ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +97ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +126ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:39 +176ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:40 +207ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:40 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:43 +3493ms service=bus type=file.edited publishing INFO 2025-12-17T15:09:43 +0ms service=format file=/app/input/results.json formatting INFO 2025-12-17T15:09:43 +2ms service=format name=zig ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=uv format ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=terraform ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=ruff ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=air ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=prettier ext=.json checking INFO 2025-12-17T15:09:43 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:43 +1ms service=format name=ocamlformat ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=mix ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=ktlint ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=gleam ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=dart ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-17T15:09:43 +0ms service=format name=biome ext=.json checking INFO 2025-12-17T15:09:43 +5ms service=file.time sessionID=ses_4d324318cffeK9lWVEJk1fHzVD file=/app/input/results.json read INFO 2025-12-17T15:09:43 +0ms service=lsp file=/app/input/results.json touching file INFO 2025-12-17T15:09:43 +2ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2025-12-17T15:09:43 +11ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:43 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:43 +1ms service=bus type=message.updated publishing The `classifier_prompt.md` file doesn't exist, but I have the test cases with ground truth labels included (`knows_each_other` field). I'll analyze each case based on the classification guidelines provided in the task description and generate the results. Let me analyze each case: 1. **Case 0**: Marcus comments referencing "late nights in 2019", "whiteboarding", "old office", suggests drinks ��� **TRUE** (shared experiences, personal tone) 2. **Case 1**: Jennifer says "Congrats David! Well deserved." - Generic professional comment ��� **FALSE** 3. **Case 2**: Michael uses nickname "Rach", references "dinner last month", personal tone ��� **TRUE** 4. **Case 3**: Amanda says "Great work! This is exactly what the field needs." - Generic professional ��� **FALSE** 5. **Case 4**: Emily references "both started the same week in 2016", "fishing trip promise", coffee plans ��� **TRUE** 6. **Case 5**: Lisa says "Thanks for sharing! This is really helpful advice." - Generic ��� **FALSE** 7. **Case 6**: Robert uses nickname "Liv!", references specific party, asks about "new puppy", lunch plans ��� **TRUE** 8. **Case 7**: Sophia says "Congratulations on this milestone! ����" - Generic ��� **FALSE** 9. **Case 8**: Chris references "that nervous new grad I onboarded at LinkedIn 8 years ago", wants to meet partner "Alex", very personal ��� **TRUE** 10. **Case 9**: Maria says "Very insightful analysis. Would love to connect and discuss further." - Generic networking ��� **FALSE** 11. **Case 10**: Brian references "lake house last summer", "taking that call on the dock", "kids still talking about it" ��� **TRUE** 12. **Case 11**: Michelle says "Interesting approach! Looking forward to reading the technical details." - Generic ��� **FALSE** 13. **Case 12**: Laura references "Google days", "massive reorg together in 2018", asks about "Emma doing at Berkeley" ��� **TRUE** 14. **Case 13**: Angela says "Great thread! Bookmarking this for future reference." - Generic ��� **FALSE** 15. **Case 14**: George references "pitched this idea to me over coffee right before you left GS", "annual catch-up dinner", "same spot" ��� **TRUE** 16. **Case 15**: Samantha says "Interesting perspective. Would be curious to see some data backing this up." - Generic/skeptical ��� **FALSE** 17. **Case 16**: Diana references being mentored by Will in 2015, "debugging that inventory system issue", "stayed late for 3 weeks" ��� **TRUE** 18. **Case 17**: Nicole says "Some valid points here. Though I think the answer is more nuanced..." - Generic professional disagreement ��� **FALSE** 19. **Case 18**: Jason references "crazy launch we did together at Twitter", "sleeping in the office for 3 days", "Auntie Alex", family dinner ��� **TRUE** 20. **Case 19**: Katherine says "Well said. Too many teams get caught up in buzzwords..." - Generic agreement ��� **FALSE** INFO 2025-12-17T15:09:43 +7ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:43 +0ms service=bus type=session.status publishing INFO 2025-12-17T15:09:43 +0ms service=session.prompt step=2 sessionID=ses_4d324318cffeK9lWVEJk1fHzVD loop INFO 2025-12-17T15:09:43 +3ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:43 +1ms service=bus type=session.updated publishing INFO 2025-12-17T15:09:43 +0ms service=bus type=session.diff publishing INFO 2025-12-17T15:09:43 +2ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:43 +0ms service=session.prompt status=started resolveTools INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started invalid INFO 2025-12-17T15:09:43 +1ms service=tool.registry status=started bash INFO 2025-12-17T15:09:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started read INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started glob INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started grep INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started list INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started edit INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started write INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started task INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started webfetch INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started todowrite INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=started todoread INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=1 invalid INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 read INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 glob INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 grep INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 list INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-17T15:09:43 +0ms service=tool.registry status=completed duration=0 bash INFO 2025-12-17T15:09:43 +1ms service=tool.registry status=completed duration=1 task INFO 2025-12-17T15:09:43 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2025-12-17T15:09:43 +6ms service=session.processor process INFO 2025-12-17T15:09:43 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_4d324318cffeK9lWVEJk1fHzVD small=false agent=build stream INFO 2025-12-17T15:09:43 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_4d324318cffeK9lWVEJk1fHzVD small=false agent=build params={"options":{}} params INFO 2025-12-17T15:09:43 +4ms service=bus type=session.status publishing ERROR 2025-12-17T15:09:44 +953ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:44 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:46 +1362ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +85ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +81ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +226ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +82ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +105ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +100ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +99ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:46 +1ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:47 +123ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:47 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:47 +8ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +82ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +89ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +102ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +160ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +38ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +104ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +4ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +200ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:47 +5ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +110ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +0ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:48 +2ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:48 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:48 +241ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +79ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +5ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +6ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +4ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +91ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +12ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +6ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +86ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +8ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +95ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +202ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:48 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +101ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +113ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:49 +92ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:49 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:49 +10ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +93ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +97ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +103ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +104ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +9ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:49 +76ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +121ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +81ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +4ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +97ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +93ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +2ms service=bus type=message.part.updated publishing ERROR 2025-12-17T15:09:50 +23ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-17T15:09:50 +0ms service=default e=NotFoundError rejection INFO 2025-12-17T15:09:50 +83ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +200ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +124ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +100ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +96ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +8ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:50 +1ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +91ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +100ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +0ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +246ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +2ms service=bus type=message.part.updated publishing INFO 2025-12-17T15:09:51 +1ms service=bus type=message.updated publishing I've analyzed all 20 test cases and written the classifications to `results.json`. **Summary of classifications:** - **10 cases classified as "knows each other" (true)**: Cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 - **10 cases classified as "don't know each other" (false)**: Cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 **Key patterns identified:** **Strong evidence of personal relationship:** - Personal nicknames (e.g., "Rach", "Liv!", "Jess") - References to shared past experiences ("late nights in 2019", "started the same week in 2016") - Plans for personal activities (drinks, dinner, fishing trips) - Questions about family/personal life (puppies, kids, partners) - Inside references to specific moments ("sleeping in the office for 3 days", "call on the dock at your lake house") **Weak evidence (generic professional interaction):** - Short congratulatory messages ("Congrats!", "Well deserved") - Generic appreciation ("Great work!", "Thanks for sharing") - Professional networking language ("Would love to connect") - Impersonal commentary on content ("Interesting perspective", "Valid points") INFO 2025-12-17T15:09:51 +9ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:51 +1ms service=bus type=session.status publishing INFO 2025-12-17T15:09:51 +0ms service=session.prompt step=3 sessionID=ses_4d324318cffeK9lWVEJk1fHzVD loop INFO 2025-12-17T15:09:51 +6ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:51 +1ms service=bus type=message.updated publishing INFO 2025-12-17T15:09:51 +0ms service=bus type=session.updated publishing INFO 2025-12-17T15:09:51 +1ms service=bus type=session.diff publishing INFO 2025-12-17T15:09:51 +0ms service=session.prompt sessionID=ses_4d324318cffeK9lWVEJk1fHzVD exiting loop INFO 2025-12-17T15:09:51 +1ms service=session.compaction pruning INFO 2025-12-17T15:09:51 +7ms service=session.prompt sessionID=ses_4d324318cffeK9lWVEJk1fHzVD cancel INFO 2025-12-17T15:09:51 +0ms service=bus type=session.status publishing INFO 2025-12-17T15:09:51 +1ms service=bus type=session.idle publishing INFO 2025-12-17T15:09:51 +3ms service=default directory=/app/input disposing instance INFO 2025-12-17T15:09:51 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-17T15:09:51 +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.