/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_20260130_150112/task11_relationship_classifier/openrouter-google-gemini-2.5-flash-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 848b52d0 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 346 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # 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 2026-01-30T15:05:52 +761ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-30T15:05:52 +2ms service=default directory=/app/input creating instance INFO 2026-01-30T15:05:52 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-30T15:05:52 +19ms service=storage index=0 running migration ERROR 2026-01-30T15:05:52 +4ms service=storage index=0 failed to run migration INFO 2026-01-30T15:05:52 +3ms service=storage index=1 running migration INFO 2026-01-30T15:05:52 +13ms service=default directory=/app/input bootstrapping INFO 2026-01-30T15:05:52 +29ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-30T15:05:52 +133ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-30T15:05:52 +7ms service=config 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ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-30T15:05:56 +0ms service=permission permission=read pattern=/app/input/test_cases.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-30T15:05:56 +36ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-01-30T15:05:56 +0ms service=file.time sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV file=/app/input/test_cases.json read INFO 2026-01-30T15:05:56 +20ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:56 +1ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:56 +85ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:56 +7ms service=bus type=message.part.updated publishing |  Read app/input/test_cases.json INFO 2026-01-30T15:05:56 +14ms service=bus type=message.part.updated publishing The user wants me to act as an LLM classifier and classify a set of 20 test cases based on a provided prompt and data. My plan is: 1. Read `classifier_prompt.md` to fully understand the classification criteria. 2. Read `test_cases.json` to get the interaction scenarios. 3. Analyze each test case against the criteria to determine if the two individuals likely **know each other personally**. 4. Write the results to `results.json` in the specified format. I will start by reading the two required files. 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ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-30T15:05:56 +3ms service=tool.registry status=completed duration=6 task INFO 2026-01-30T15:05:56 +7ms service=session.prompt status=completed duration=14 resolveTools INFO 2026-01-30T15:05:56 +26ms service=session.processor process INFO 2026-01-30T15:05:56 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV small=false agent=build stream INFO 2026-01-30T15:05:56 +11ms service=bus type=session.status publishing INFO 2026-01-30T15:05:57 +798ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:57 +3ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:57 +42ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +471ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +2ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +204ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +116ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +255ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:58 +148ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:59 +167ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:59 +218ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:59 +255ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:59 +162ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:05:59 +19ms service=bus type=session.updated publishing INFO 2026-01-30T15:05:59 +194ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:00 +254ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:00 +39ms service=session.summary title=LinkedIn relationship classification title INFO 2026-01-30T15:06:00 +1ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:00 +131ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:00 +203ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:00 +198ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:00 +181ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:01 +207ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:01 +207ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:01 +195ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:01 +161ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:01 +190ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:02 +237ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:02 +231ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:02 +189ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:02 +153ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:02 +200ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +197ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +172ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +168ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +3ms service=session.summary title=Classify LinkedIn personal connections title INFO 2026-01-30T15:06:03 +1ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:03 +225ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +189ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:03 +160ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:04 +205ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:04 +159ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:04 +198ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:04 +150ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:04 +173ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +198ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +167ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +177ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +156ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +206ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:05 +199ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:06 +155ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:06 +218ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:07 +1518ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:07 +7ms 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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-30T15:06:07 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-30T15:06:07 +2ms service=bus type=file.edited publishing INFO 2026-01-30T15:06:07 +0ms service=format file=/app/input/results.json formatting INFO 2026-01-30T15:06:07 +2ms service=format name=zig ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=uv format ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=terraform ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=ruff ext=.json checking INFO 2026-01-30T15:06:07 +1ms service=format name=rubocop ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=air ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=prettier ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:07 +9ms service=format name=oxfmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=mix ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=gleam ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=dart ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-30T15:06:07 +0ms service=format name=biome ext=.json checking INFO 2026-01-30T15:06:07 +1ms service=file.time sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV file=/app/input/results.json read INFO 2026-01-30T15:06:07 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-30T15:06:07 +3ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2026-01-30T15:06:07 +4ms service=bus type=message.part.updated publishing I was unable to read `classifier_prompt.md`, which contains the full classification instructions. I received an error that the file was not found. However, the user provided "Key Classification Guidelines" in the initial prompt, which I must follow: **Key Classification Guidelines:** * **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. I have successfully read `test_cases.json`, which contains 20 test cases. I will now proceed with the analysis using the guidelines provided in the prompt. I will ignore the `knows_each_other` field in the test cases, as I am the one performing the classification. ### Classification Analysis | Index | Primary Name | Candidate Name | Comment Text | Evidence Analysis | knows_each_other | | :---: | :---: | :---: | :---: | :---: | :---: | | 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 in the old office. So happy to see it finally ship. Drinks soon to celebrate?" | **Strong Evidence:** References shared work experience ("late nights in 2019," "whiteboarding the first version," "old office") and includes a direct personal social invitation ("Drinks soon to celebrate?"). The use of "Sarah!" shows familiarity. | `true` | | 1 | David Park | Jennifer Walsh | "Congrats David! Well deserved." | **Weak Evidence:** Generic, professional congratulation. No specific references, personal tone, or future social plans. Jennifer is a Partner at Sequoia, who led the funding round, making a transactional/investor relationship likely. | `false` | | 2 | Rachel Torres | Michael Okonkwo | "Haha Rach, you literally said the same thing at dinner last month and I've been thinking about it ever since. Finally convinced my team to kill our corporate-speak landing pages. You were right (as usual)." | **Strong Evidence:** Uses a nickname ("Rach"). References a recent non-work personal interaction ("at dinner last month"). Tone is highly familiar. | `true` | | 3 | James Liu | Amanda Stevens | "Great work! This is exactly what the field needs. Looking forward to reading the full paper." | **Weak Evidence:** Generic professional compliment on a technical achievement (a new paper). Formal tone. | `false` | | 4 | Emily Richardson | Tom Bradley | "Tom!! I can't believe it. Remember when we both started the same week back in 2016? You've grown so much as a leader. Coffee next week - I want to hear all about what's next. And yes, I'm still holding you to that fishing trip promise ����" | **Strong Evidence:** References shared, specific start date/time ("started the same week back in 2016"). References a future personal social activity ("fishing trip promise"). Direct social invitation ("Coffee next week"). Familiar tone with double exclamation marks. | `true` | | 5 | Kevin Patel | Lisa Zhang | "Thanks for sharing! This is really helpful advice." | **Weak Evidence:** Generic appreciative comment on shared advice. No personalization or specific connection. | `false` | | 6 | Olivia Martinez | Robert Kim | "Liv! Was looking for you at the Andreessen party but couldn't find you in the crowd. Your panel was fantastic - especially the part about patient outcomes. Let's grab lunch when you're back in SF. Also, how's the new puppy adjusting??" | **Strong Evidence:** Uses a nickname ("Liv!"). References a specific shared event (Andreessen party). Includes a direct personal social invitation ("Let's grab lunch"). Asks a direct non-work personal question ("how's the new puppy adjusting??"). | `true` | | 7 | Daniel Brown | Sophia Lee | "Congratulations on this milestone! ����" | **Weak Evidence:** Generic, formal congratulation on a work milestone. | `false` | | 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 to the absolute powerhouse you are today. You earned every bit of this. Dinner's on me - and bring Alex, we need to finally meet this mysterious partner of yours!" | **Strong Evidence:** References a specific shared work history and mentor relationship ("I onboarded at LinkedIn 8 years ago"). Very familiar and enthusiastic tone. Asks about/invites the candidate's personal partner ("bring Alex, we need to finally meet this mysterious partner of yours!"). | `true` | | 9 | Andrew Thompson | Maria Santos | "Very insightful analysis. Would love to connect and discuss further." | **Weak Evidence:** Generic professional compliment and networking invitation. This is a purely transactional, distant tone. | `false` | | 10 | Jessica Williams | Brian O'Connor | "There she is!! 142% is insane Jess, but honestly not surprised. Still can't believe you closed that Walmart deal while we were at your lake house last summer - I remember you taking that call on the dock lol. We need to do that trip again, the kids are still talking about it. Congrats!! ����" | **Strong Evidence:** Uses a nickname ("Jess"). References shared non-work activities/location ("at your lake house last summer"). Mentions shared non-work people ("the kids are still talking about it"). Direct reference to future non-work plans ("We need to do that trip again"). | `true` | | 11 | Nathan Clark | Michelle Davis | "Interesting approach! Looking forward to reading the technical details." | **Weak Evidence:** Generic professional interest in technical details. No personalization. | `false` | | 12 | Laura Chen | Steven Wright | "Steve, this post brought back so many memories from our Google days! Remember when we had to navigate that massive reorg together in 2018? Your calm under pressure taught me so much. Still using the frameworks we built together. Miss working with you - let's catch up soon. How's Emma doing at Berkeley btw?" | **Strong Evidence:** Uses a nickname ("Steve"). References a specific shared work experience ("our Google days," "navigate that massive reorg together in 2018"). Asks a direct non-work personal question about a family member ("How's Emma doing at Berkeley btw?"). | `true` | | 13 | Ryan Murphy | Angela Foster | "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." | **Weak Evidence:** Generic professional appreciation and informational comment. | `false` | | 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 - I thought you were crazy but secretly wished I had your courage. So proud of everything you've built. Let's do our annual catch-up dinner soon? Same spot as always?" | **Strong Evidence:** References a specific prior conversation ("pitched this idea to me over coffee"). Familiar tone. Mentions a recurring, ritualized social event ("our annual catch-up dinner soon? Same spot as always?"). | `true` | | 15 | Tyler Robinson | Samantha Brooks | "Interesting perspective. Would be curious to see some data backing this up." | **Weak Evidence:** Generic professional critique/request for more information. No personalization. | `false` | | 16 | Diana Rodriguez | William Chang | "Will!!! 15 years is incredible. You were my first mentor when I joined Amazon in 2015 and honestly you shaped my entire career. Remember when you stayed late for 3 weeks straight helping me debug that inventory system issue? I still use the debugging framework you taught me. You're the reason I became a CTO. Beers next time I'm in Seattle - non-negotiable! ����" | **Strong Evidence:** Uses a nickname ("Will!!!"). References a specific, detailed shared work memory ("first mentor," "stayed late for 3 weeks straight helping me debug that inventory system issue"). Direct, insistent social invitation ("Beers next time I'm in Seattle - non-negotiable!"). | `true` | | 17 | Eric Foster | Nicole Baker | "Some valid points here. Though I think the answer is more nuanced - it depends on the type of work and team culture." | **Weak Evidence:** Professional disagreement/discussion. Formal tone, no personal references. | `false` | | 18 | Alexandra Green | Jason Kim | "Alex!! So proud of you and the team! This reminds me of that crazy launch we did together at Twitter - remember sleeping in the office for 3 days straight? ���� You've always had this ability to rally people. BTW, my daughter loved the birthday gift you sent - she hasn't stopped playing with it. We need to do family dinner soon, the kids keep asking about 'Auntie Alex'" | **Strong Evidence:** Uses a nickname ("Alex!!"). References a specific, shared work experience ("crazy launch we did together at Twitter," "sleeping in the office for 3 days straight"). Includes personal, non-work details about the family ("my daughter loved the birthday gift you sent," "kids keep asking about 'Auntie Alex'"). Direct social invitation ("We need to do family dinner soon"). | `true` | | 19 | Mark Peterson | Katherine Liu | "Well said. Too many teams get caught up in buzzwords instead of focusing on fundamentals." | **Weak Evidence:** Generic professional agreement with the post's sentiment. Formal tone. | `false` | ### Final Classification Results I will now generate the `results.json` file. INFO 2026-01-30T15:06:07 +4ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:07 +4ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:07 +8ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:07 +0ms service=bus type=session.status publishing INFO 2026-01-30T15:06:07 +1ms service=session.prompt step=2 sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV loop INFO 2026-01-30T15:06:07 +37ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:07 +4ms service=bus type=session.updated publishing INFO 2026-01-30T15:06:07 +0ms service=bus type=session.diff publishing INFO 2026-01-30T15:06:07 +12ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:07 +1ms service=session.prompt status=started resolveTools INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started invalid INFO 2026-01-30T15:06:07 +1ms service=tool.registry status=started question INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started bash INFO 2026-01-30T15:06:07 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-30T15:06:07 +1ms service=tool.registry status=started read INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started glob INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started grep INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started edit INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started write INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started task INFO 2026-01-30T15:06:07 +7ms service=tool.registry status=started webfetch INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started todowrite INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started todoread INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=started skill INFO 2026-01-30T15:06:07 +1ms service=tool.registry status=completed duration=11 invalid INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=10 question INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 read INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 glob INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 grep INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 edit INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 write INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=10 bash INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-30T15:06:07 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-30T15:06:07 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-30T15:06:07 +0ms service=tool.registry status=completed duration=8 task INFO 2026-01-30T15:06:07 +3ms service=session.prompt status=completed duration=14 resolveTools INFO 2026-01-30T15:06:08 +22ms service=session.processor process INFO 2026-01-30T15:06:08 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV small=false agent=build stream INFO 2026-01-30T15:06:08 +8ms service=bus type=session.status publishing INFO 2026-01-30T15:06:08 +560ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:08 +39ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:08 +34ms service=bus type=message.part.updated publishing The relationship classifications have been completed based on the provided guidelines and saved to `results.json`. INFO 2026-01-30T15:06:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-30T15:06:08 +1ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:08 +4ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:08 +4ms service=bus type=session.status publishing INFO 2026-01-30T15:06:08 +0ms service=session.prompt step=3 sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV loop INFO 2026-01-30T15:06:08 +35ms service=bus type=message.updated publishing INFO 2026-01-30T15:06:08 +1ms service=bus type=session.updated publishing INFO 2026-01-30T15:06:08 +1ms service=bus type=session.diff publishing INFO 2026-01-30T15:06:08 +8ms service=session.prompt sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV exiting loop INFO 2026-01-30T15:06:08 +3ms service=session.compaction pruning INFO 2026-01-30T15:06:08 +2ms service=session.prompt sessionID=ses_3f08f88e6ffeHXG2AhiA9WNrvV cancel INFO 2026-01-30T15:06:08 +0ms service=bus type=session.status publishing INFO 2026-01-30T15:06:08 +0ms service=bus type=session.idle publishing INFO 2026-01-30T15:06:08 +2ms service=default directory=/app/input disposing instance INFO 2026-01-30T15:06:08 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-30T15:06:08 +3ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.