/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_20251215_183310/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: 24a81f0f 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 126 models to OpenCode configuration Added openrouter standard provider with 342 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 2025-12-15T18:38:33 +4585ms service=default version=1.0.155 args=["run","--print-logs"] opencode INFO 2025-12-15T18:38:33 +20ms service=default directory=/app/input creating instance INFO 2025-12-15T18:38:33 +2ms service=project directory=/app/input fromDirectory INFO 2025-12-15T18:38:33 +35ms service=storage index=0 running migration ERROR 2025-12-15T18:38:33 +12ms service=storage index=0 failed to run migration INFO 2025-12-15T18:38:33 +4ms service=storage index=1 running migration INFO 2025-12-15T18:38:33 +34ms service=default directory=/app/input bootstrapping INFO 2025-12-15T18:38:33 +40ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-12-15T18:38:33 +267ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-12-15T18:38:33 +38ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-12-15T18:38:33 +40ms 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 2025-12-15T18:38:34 +1014ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed @opencode-ai/plugin@1.0.155 3 packages installed [973.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-12-15T18:38:34 +35ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2025-12-15T18:38:34 +10ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2025-12-15T18:38:34 +4ms 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 2025-12-15T18:38:35 +181ms service=bun code=0 stdout=bun add v1.3.4 (5eb2145b) installed opencode-copilot-auth@0.0.9 1 package installed [160.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-12-15T18:38:35 +23ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2025-12-15T18:38:35 +5ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2025-12-15T18:38:35 +3ms 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 2025-12-15T18:38:36 +1220ms 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 [1172.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-12-15T18:38:36 +276ms service=bus type=* subscribing INFO 2025-12-15T18:38:36 +4ms service=bus type=session.updated subscribing INFO 2025-12-15T18:38:36 +2ms service=bus type=message.updated subscribing INFO 2025-12-15T18:38:36 +1ms service=bus type=message.part.updated subscribing INFO 2025-12-15T18:38:36 +3ms service=bus type=session.updated subscribing INFO 2025-12-15T18:38:36 +3ms service=bus type=message.updated subscribing INFO 2025-12-15T18:38:36 +0ms service=bus type=message.part.updated subscribing INFO 2025-12-15T18:38:36 +0ms service=bus type=session.diff subscribing INFO 2025-12-15T18:38:36 +1ms service=format init INFO 2025-12-15T18:38:36 +1ms service=bus type=file.edited subscribing INFO 2025-12-15T18:38:36 +8ms service=lsp serverIds=deno, typescript, vue, eslint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php 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providerID=openrouter getSDK INFO 2025-12-15T18:38:38 +21ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO small=false agent=build params={"options":{}} params INFO 2025-12-15T18:38:38 +27ms service=bus type=session.status publishing ERROR 2025-12-15T18:38:39 +753ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:39 +0ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:39 +175ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:39 +14ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:39 +115ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:39 +31ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:39 +15ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +87ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +343ms service=session.summary title=Classifying LinkedIn relationships title INFO 2025-12-15T18:38:40 +13ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:40 +65ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +82ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +22ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +17ms service=bus type=session.updated publishing INFO 2025-12-15T18:38:40 +31ms service=lsp file=/app/input/test_cases.json touching file INFO 2025-12-15T18:38:40 +7ms service=file.time sessionID=ses_4dcb1537dffezI3EpSviXMdGBO file=/app/input/test_cases.json read INFO 2025-12-15T18:38:40 +64ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +62ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +31ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:40 +89ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:40 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:40 +49ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:40 +45ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:41 +94ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:41 +8ms service=bus type=message.updated publishing The user is asking me to act as an LLM classifier and classify a set of LinkedIn interaction scenarios based on whether the two people involved "know each other personally". First, I need to check the files to understand the classification criteria and get the test cases. 1. Read `classifier_prompt.md` for classification criteria. 2. Read `test_cases.json` for the data. I will use the `read` tool for these files. Since I don't know the full path, I'll assume they are in the current working directory `/app/input`. 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modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO small=false agent=build stream INFO 2025-12-15T18:38:41 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO small=false agent=build params={"options":{}} params INFO 2025-12-15T18:38:41 +125ms service=bus type=session.status publishing ERROR 2025-12-15T18:38:41 +156ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:41 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:43 +1075ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:43 +8ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:43 +40ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:43 +264ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:43 +201ms service=bus type=message.part.updated publishing INFO 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INFO 2025-12-15T18:38:45 +193ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:45 +208ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:45 +203ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:46 +234ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:46 +167ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:46 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:46 +38ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:46 +192ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:46 +254ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:46 +285ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:47 +126ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:47 +148ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:47 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:47 +26ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:47 +231ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:47 +184ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:47 +196ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:48 +164ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:48 +220ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:48 +11ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:48 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:48 +202ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:48 +223ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:48 +180ms service=bus type=message.part.updated publishing INFO 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rejection ERROR 2025-12-15T18:38:50 +0ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:50 +205ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:51 +156ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:51 +249ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:51 +193ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:51 +225ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:51 +8ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:51 +172ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:51 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:51 +16ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +175ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +168ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +205ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +154ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +186ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:52 +114ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:52 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:52 +89ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:52 +18ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:53 +21ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:53 +31ms service=bus type=message.part.updated publishing ERROR 2025-12-15T18:38:53 +932ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:53 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:54 +409ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:54 +2ms service=bus type=file.edited publishing INFO 2025-12-15T18:38:54 +2ms service=format file=/app/input/results.json formatting INFO 2025-12-15T18:38:54 +4ms service=format name=zig ext=.json checking INFO 2025-12-15T18:38:54 +1ms service=format name=uv format ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=terraform ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=standardrb ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=ruff ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=rubocop ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=air ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=prettier ext=.json checking INFO 2025-12-15T18:38:54 +5ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:54 +11ms service=format name=ocamlformat ext=.json checking INFO 2025-12-15T18:38:54 +1ms service=format name=mix ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=latexindent ext=.json checking INFO 2025-12-15T18:38:54 +2ms service=format name=ktlint ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=gofmt ext=.json checking INFO 2025-12-15T18:38:54 +1ms service=format name=gleam ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=dart ext=.json checking INFO 2025-12-15T18:38:54 +0ms service=format name=clang-format ext=.json checking INFO 2025-12-15T18:38:54 +1ms service=format name=biome ext=.json checking INFO 2025-12-15T18:38:54 +6ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:54 +4ms service=file.time sessionID=ses_4dcb1537dffezI3EpSviXMdGBO file=/app/input/results.json read INFO 2025-12-15T18:38:54 +1ms service=lsp file=/app/input/results.json touching file `classifier_prompt.md` was not found, but the user provided the "Key Classification Guidelines" in the prompt. I will rely on those guidelines and the provided `test_cases.json` content (which is actually a list of 16 cases, not 20 as stated in the instructions, but I will proceed with the available 16). The key guidelines are: **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 will now classify the 16 cases from `test_cases.json` and generate the `results.json` file. ### Classification | Index | Primary Name | Candidate Name | Interaction | Post Text/Context | Comment Text | Evidence | `knows_each_other` | |-------|--------------|----------------|-------------|-------------------|--------------|----------|-------------------| | 0 | Sarah Chen (VP Eng @ Stripe) | Marcus Johnson (Sr SE @ Coinbase, *Ex-Stripe*) | Candidate on Primary | Post about shipping a new fraud detection system. | "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:** Reference to shared experience ("late nights in 2019", "old office"), collaborative history ("whiteboarding the first version"), personal familiarity ("Sarah! Drinks soon to celebrate?"). | `true` | | 1 | David Park (CEO @ Luminary AI) | Jennifer Walsh (Partner @ Sequoia) | Candidate on Primary | Post about closing Series B led by Sequoia. | "Congrats David! Well deserved." | **Weak:** Generic professional congratulations. The relationship is likely transactional (investor/founder) but the comment doesn't suggest *personal* familiarity beyond that. | `false` | | 2 | Rachel Torres (CMO @ HubSpot) | Michael Okonkwo (VP Marketing @ Notion) | Candidate on Primary | Post about B2B marketing needing to be human. | "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:** Nickname ("Rach"), reference to shared *non-work* conversation ("at dinner last month"), personal tone. | `true` | | 3 | James Liu (ML Eng @ OpenAI) | Amanda Stevens (Data Scientist @ Netflix) | Candidate on Primary | Post about a new paper on transformer architectures. | "Great work! This is exactly what the field needs. Looking forward to reading the full paper." | **Weak:** Purely informational/professional praise, formal tone. | `false` | | 4 | Emily Richardson (Head of Product @ Figma) | Tom Bradley (Design Director @ Airbnb) | Primary on Candidate | Candidate post about leaving Airbnb after 7 years. | "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:** Reference to shared experience ("started the same week"), non-work interaction mention ("fishing trip promise"), personal follow-up ("Coffee next week"). | `true` | | 5 | Kevin Patel (Startup Advisor) | Lisa Zhang (Founder @ Stealth) | Candidate on Primary | Post about using boring, simple tech decisions. | "Thanks for sharing! This is really helpful advice." | **Weak:** Generic comment, transactional/informational exchange. | `false` | | 6 | Olivia Martinez (CEO @ Bloom Health) | Robert Kim (CMO @ One Medical) | Candidate on Primary | Post about J.P. Morgan Healthcare Conference takeaways. | "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:** Nickname ("Liv!"), reference to shared non-work event (a party), direct personal question ("how's the new puppy adjusting?"), personal follow-up ("Let's grab lunch"). | `true` | | 7 | Daniel Brown (Sr PM @ Meta) | Sophia Lee (Product Lead @ TikTok) | Candidate on Primary | Post about 5-year anniversary at Meta. | "Congratulations on this milestone! ����" | **Weak:** Generic professional congratulations. | `false` | | 8 | Chris Anderson (Eng Manager @ Databricks) | Patricia Nguyen (Staff Engineer @ Snowflake) | Primary on Candidate | Candidate post about promotion to Staff Engineer. | "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:** Explicit reference to shared professional history/mentorship ("I onboarded at LinkedIn 8 years ago"), direct personal question/invitation involving a non-work person ("bring Alex, we need to finally meet this mysterious partner of yours!"), familiar and enthusiastic tone. | `true` | | 9 | Andrew Thompson (Founder @ Climate Tech Ventures) | Maria Santos (Sustainability Director @ Patagonia) | Candidate on Primary | Post about climate tech investment opportunities. | "Very insightful analysis. Would love to connect and discuss further." | **Weak:** Purely professional/networking comment, formal tone. | `false` | | 10 | Jessica Williams (VP of Sales @ Salesforce) | Brian O'Connor (Regional Sales Director @ DocuSign) | Candidate on Primary | Post about closing Q4 at 142% of quota. | "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:** Nickname ("Jess"), reference to a specific shared *non-work* event ("at your lake house last summer"), mention of non-work related people ("the kids"), enthusiastic and familiar tone. | `true` | | 11 | Nathan Clark (Backend Eng @ Spotify) | Michelle Davis (SE @ Apple Music) | Candidate on Primary | Post about launching a major update to a podcast recommendation engine. | "Interesting approach! Looking forward to reading the technical details." | **Weak:** Purely technical/professional interest, formal tone. | `false` | | 12 | Laura Chen (CPO @ Stripe) | Steven Wright (Head of Talent @ Plaid) | Primary on Candidate | Candidate post about reflections on 10 years in HR leadership. | "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:** Reference to shared past workplace and crisis ("Google days", "massive reorg together in 2018"), personal update/question ("How's Emma doing at Berkeley btw?"), collaborative language ("frameworks we built together"), familiar tone. | `true` | | 13 | Ryan Murphy (DevOps Eng @ Netflix) | Angela Foster (Platform Eng @ Uber) | Candidate on Primary | Post about Kubernetes at scale. | "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." | **Weak:** Generic professional praise, informational/utility comment. | `false` | | 14 | Hannah Miller (CEO @ FinTech Startup) | George Adams (Managing Director @ Goldman Sachs) | Candidate on Primary | Post about leaving banking to start a company. | "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:** Reference to shared intimate conversation/meeting ("pitched this idea to me over coffee"), reference to ongoing personal tradition ("annual catch-up dinner soon? Same spot as always?"), familiar and personal tone. | `true` | | 15 | Tyler Robinson (Growth Lead @ Canva) | Samantha Brooks (Digital Marketing Manager @ Adobe) | Candidate on Primary | Post about CAC payback being a vanity metric. | "Interesting perspective. Would be curious to see some data backing this up." | **Weak:** Purely professional/skeptical inquiry, informational. | `false` | ### Final Output Structure ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, {"case_index": 2, "knows_each_other": true}, {"case_index": 3, "knows_each_other": false}, {"case_index": 4, "knows_each_other": true}, {"case_index": 5, "knows_each_other": false}, {"case_index": 6, "knows_each_other": true}, {"case_index": 7, "knows_each_other": false}, {"case_index": 8, "knows_each_other": true}, {"case_index": 9, "knows_each_other": false}, {"case_index": 10, "knows_each_other": true}, {"case_index": 11, "knows_each_other": false}, {"case_index": 12, "knows_each_other": true}, {"case_index": 13, "knows_each_other": false}, {"case_index": 14, "knows_each_other": true}, {"case_index": 15, "knows_each_other": false} ] } ``` I will now write this output to `results.json`. INFO 2025-12-15T18:38:54 +22ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:54 +16ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:54 +3ms service=bus type=message.updated publishing |  Write app/input/results.json INFO 2025-12-15T18:38:54 +36ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:54 +5ms service=bus type=session.status publishing INFO 2025-12-15T18:38:54 +3ms service=session.prompt step=2 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO loop INFO 2025-12-15T18:38:54 +25ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:54 +6ms service=bus type=session.updated publishing INFO 2025-12-15T18:38:54 +2ms service=bus type=session.diff publishing INFO 2025-12-15T18:38:54 +5ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:54 +4ms service=session.prompt status=started resolveTools INFO 2025-12-15T18:38:54 +2ms service=tool.registry status=started invalid INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started bash INFO 2025-12-15T18:38:54 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2025-12-15T18:38:54 +1ms service=tool.registry status=started read INFO 2025-12-15T18:38:54 +1ms service=tool.registry status=started glob INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started grep INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started list INFO 2025-12-15T18:38:54 +1ms service=tool.registry status=started edit INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started write INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started task INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started webfetch INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started todowrite INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=started todoread INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=4 invalid INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=2 read INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=1 glob INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=1 grep INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=1 list INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=0 edit INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=0 write INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2025-12-15T18:38:54 +0ms service=tool.registry status=completed duration=0 todoread INFO 2025-12-15T18:38:54 +1ms service=tool.registry status=completed duration=4 bash INFO 2025-12-15T18:38:54 +7ms service=tool.registry status=completed duration=7 task INFO 2025-12-15T18:38:54 +13ms service=session.prompt status=completed duration=27 resolveTools INFO 2025-12-15T18:38:54 +15ms service=session.processor process INFO 2025-12-15T18:38:54 +6ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO small=false agent=build stream INFO 2025-12-15T18:38:54 +3ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO small=false agent=build params={"options":{}} params INFO 2025-12-15T18:38:54 +49ms service=bus type=session.status publishing ERROR 2025-12-15T18:38:55 +732ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2025-12-15T18:38:55 +1ms service=default e=NotFoundError rejection INFO 2025-12-15T18:38:55 +607ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:55 +5ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:56 +19ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:56 +34ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:56 +28ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:56 +4ms service=bus type=message.part.updated publishing INFO 2025-12-15T18:38:56 +5ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:56 +11ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:56 +0ms service=bus type=session.status publishing INFO 2025-12-15T18:38:56 +2ms service=session.prompt step=3 sessionID=ses_4dcb1537dffezI3EpSviXMdGBO loop I have classified the 16 test cases based on the provided guidelines and written the results to `results.json`. INFO 2025-12-15T18:38:56 +24ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:56 +4ms service=bus type=message.updated publishing INFO 2025-12-15T18:38:56 +4ms service=bus type=session.updated publishing INFO 2025-12-15T18:38:56 +2ms service=bus type=session.diff publishing INFO 2025-12-15T18:38:56 +4ms service=session.prompt sessionID=ses_4dcb1537dffezI3EpSviXMdGBO exiting loop INFO 2025-12-15T18:38:56 +2ms service=session.compaction pruning INFO 2025-12-15T18:38:56 +4ms service=session.prompt sessionID=ses_4dcb1537dffezI3EpSviXMdGBO cancel INFO 2025-12-15T18:38:56 +2ms service=bus type=session.status publishing INFO 2025-12-15T18:38:56 +1ms service=bus type=session.idle publishing INFO 2025-12-15T18:38:56 +7ms service=default directory=/app/input disposing instance INFO 2025-12-15T18:38:56 +2ms service=state key=/app/input waiting for state disposal to complete INFO 2025-12-15T18:38:56 +4ms 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.