/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_20260219_150122/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: 956fd609 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 133 models to OpenCode configuration Added openrouter standard provider with 337 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 2026-02-19T15:06:47 +898ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-19T15:06:47 +1ms service=default directory=/app/input creating instance INFO 2026-02-19T15:06:47 +1ms service=project directory=/app/input fromDirectory INFO 2026-02-19T15:06:47 +11ms service=storage index=0 running migration INFO 2026-02-19T15:06:47 +5ms service=storage index=1 running migration INFO 2026-02-19T15:06:47 +8ms service=default directory=/app/input bootstrapping INFO 2026-02-19T15:06:47 +10ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-19T15:06:47 +200ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-19T15:06:47 +1ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-19T15:06:47 +64ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-19T15:06:48 +728ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [696.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-19T15:06:48 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-19T15:06:48 +12ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [2.00ms] stderr= done INFO 2026-02-19T15:06:48 +15ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-19T15:06:48 +2ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-19T15:06:48 +7ms service=plugin 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status=completed duration=1 webfetch INFO 2026-02-19T15:06:55 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-19T15:06:55 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-19T15:06:55 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-19T15:06:55 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-19T15:06:55 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-19T15:06:55 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-19T15:06:55 +3ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-02-19T15:06:55 +2ms service=session.processor process INFO 2026-02-19T15:06:55 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3898f7e1bffePFEMjFrr620S94 small=false agent=build mode=primary stream INFO 2026-02-19T15:06:55 +22ms service=bus type=session.status publishing INFO 2026-02-19T15:06:57 +2254ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +3ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +78ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +31ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +46ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +48ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:57 +87ms service=bus type=message.part.updated 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type=message.part.updated publishing INFO 2026-02-19T15:06:59 +3ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +47ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +46ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +59ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +71ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +35ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +54ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +46ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +51ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +54ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +69ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:06:59 +39ms service=bus type=message.part.updated publishing 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":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-19T15:07:17 +3ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-19T15:07:17 +2ms service=bus type=file.edited publishing INFO 2026-02-19T15:07:17 +2ms service=format file=/app/input/results.json formatting INFO 2026-02-19T15:07:17 +5ms service=format name=zig ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=uv ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=terraform ext=.json checking INFO 2026-02-19T15:07:17 +1ms service=format name=standardrb ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=ruff ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-19T15:07:17 +1ms service=format name=air ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=prettier ext=.json checking INFO 2026-02-19T15:07:17 +4ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:17 +40ms service=format name=pint ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-19T15:07:17 +1ms service=format name=ocamlformat ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=mix ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-19T15:07:17 +1ms service=format name=gofmt ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=gleam ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=dart ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-19T15:07:17 +0ms service=format name=biome ext=.json checking INFO 2026-02-19T15:07:17 +5ms service=bus type=message.part.updated publishing  The `classifier_prompt.md` file doesn't exist, but I have the test cases file and I notice it already includes a `knows_each_other` field which seems to be the expected answer. Let me analyze each test case based on the classification guidelines provided in the task description and create the results. Let me go through each case and classify based on the evidence: 1. **Case 0 (Sarah Chen & Marcus Johnson)**: Comment references "late nights in 2019 whiteboarding", "old office", asks "Drinks soon?" - **TRUE** (personal shared experiences, casual invitation) 2. **Case 1 (David Park & Jennifer Walsh)**: Generic "Congrats David! Well deserved." - **FALSE** (no personalization despite being an investor) 3. **Case 2 (Rachel Torres & Michael Okonkwo)**: Uses nickname "Rach", references "dinner last month", personal tone - **TRUE** (shared experience, nickname) 4. **Case 3 (James Liu & Amanda Stevens)**: Generic "Great work! This is exactly what the field needs." - **FALSE** (professional, no personalization) 5. **Case 4 (Emily Richardson & Tom Bradley)**: "started the same week back in 2016", "Coffee next week", "fishing trip promise" - **TRUE** (shared history, personal plans) 6. **Case 5 (Kevin Patel & Lisa Zhang)**: Generic "Thanks for sharing! This is really helpful advice." - **FALSE** (no personalization) 7. **Case 6 (Olivia Martinez & Robert Kim)**: Nickname "Liv!", "looking for you at the Andreessen party", "how's the new puppy" - **TRUE** (personal questions, nickname, shared event) 8. **Case 7 (Daniel Brown & Sophia Lee)**: Generic "Congratulations on this milestone! ����" - **FALSE** (no personalization) 9. **Case 8 (Chris Anderson & Patricia Nguyen)**: "onboarded at LinkedIn 8 years ago", "bring Alex, we need to finally meet this mysterious partner" - **TRUE** (mentorship history, knows personal life) 10. **Case 9 (Andrew Thompson & Maria Santos)**: Generic "Very insightful analysis. Would love to connect and discuss further." - **FALSE** (request to connect implies don't know each other) 11. **Case 10 (Jessica Williams & Brian O'Connor)**: "your lake house last summer", "the kids are still talking about it", nickname "Jess" - **TRUE** (family vacation together) 12. **Case 11 (Nathan Clark & Michelle Davis)**: Generic "Interesting approach! Looking forward to reading the technical details." - **FALSE** (no personalization) 13. **Case 12 (Laura Chen & Steven Wright)**: "our Google days", "massive reorg together in 2018", "How's Emma doing at Berkeley" - **TRUE** (shared work history, knows family) 14. **Case 13 (Ryan Murphy & Angela Foster)**: Generic "Great thread! Bookmarking this for future reference." - **FALSE** (no personalization) 15. **Case 14 (Hannah Miller & George Adams)**: "pitched this idea to me over coffee right before you left", "annual catch-up dinner" - **TRUE** (shared history, ongoing relationship) 16. **Case 15 (Tyler Robinson & Samantha Brooks)**: Generic "Interesting perspective. Would be curious to see some data backing this up." - **FALSE** (skeptical professional comment) 17. **Case 16 (Diana Rodriguez & William Chang)**: "my first mentor when I joined Amazon in 2015", "stayed late for 3 weeks", "Beers next time I'm in Seattle - non-negotiable!" - **TRUE** (mentor relationship, personal plans) 18. **Case 17 (Eric Foster & Nicole Baker)**: Generic "Some valid points here. Though I think the answer is more nuanced" - **FALSE** (professional disagreement, no personalization) 19. **Case 18 (Alexandra Green & Jason Kim)**: "crazy launch we did together at Twitter", "sleeping in the office for 3 days", "Auntie Alex" - **TRUE** (shared work history, close family relationship) 20. **Case 19 (Mark Peterson & Katherine Liu)**: Generic "Well said. Too many teams get caught up in buzzwords" - **FALSE** (no personalization)  INFO 2026-02-19T15:07:17 +6ms service=bus type=file.watcher.updated publishing INFO 2026-02-19T15:07:17 +0ms service=file.time sessionID=ses_3898f7e1bffePFEMjFrr620S94 file=/app/input/results.json read INFO 2026-02-19T15:07:17 +2ms service=lsp file=/app/input/results.json touching file INFO 2026-02-19T15:07:17 +7ms service=bus type=message.part.updated publishing ��� Write results.json Wrote file successfully.  INFO 2026-02-19T15:07:17 +16ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:17 +5ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:17 +24ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:17 +1ms service=bus type=session.status publishing INFO 2026-02-19T15:07:17 +0ms service=session.prompt step=2 sessionID=ses_3898f7e1bffePFEMjFrr620S94 loop INFO 2026-02-19T15:07:17 +12ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:17 +9ms service=bus type=session.updated publishing INFO 2026-02-19T15:07:17 +1ms service=bus type=session.diff publishing INFO 2026-02-19T15:07:17 +2ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:17 +3ms service=session.prompt status=started resolveTools INFO 2026-02-19T15:07:17 +1ms service=tool.registry status=started invalid INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started question INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started bash INFO 2026-02-19T15:07:17 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started read INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started glob INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started grep INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started edit INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started write INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started task INFO 2026-02-19T15:07:17 +1ms service=tool.registry status=started webfetch INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started todowrite INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=started skill INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-02-19T15:07:17 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-19T15:07:17 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-19T15:07:17 +0ms service=tool.registry status=completed duration=2 task INFO 2026-02-19T15:07:17 +15ms service=session.prompt status=completed duration=20 resolveTools INFO 2026-02-19T15:07:17 +12ms service=session.processor process INFO 2026-02-19T15:07:17 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3898f7e1bffePFEMjFrr620S94 small=false agent=build mode=primary stream INFO 2026-02-19T15:07:17 +6ms service=bus type=session.status publishing INFO 2026-02-19T15:07:19 +1895ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:19 +5ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:19 +72ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:19 +54ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:19 +57ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:19 +45ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:20 +70ms service=bus type=message.part.updated 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type=message.part.updated publishing INFO 2026-02-19T15:07:22 +50ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:22 +53ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:22 +55ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:22 +51ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:22 +56ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +53ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +69ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +47ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +46ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +56ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +51ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +138ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +7ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +42ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +28ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +79ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +26ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +53ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:23 +58ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:24 +307ms service=bus type=message.part.updated publishing I've analyzed all 20 test cases and created the `results.json` file with classifications. Here's a summary of the classification approach: **Know each other (TRUE) - 10 cases:** - Cases with nicknames (e.g., "Rach", "Liv!", "Jess", "Alex") - References to shared past experiences (working together, meetings, events) - Personal questions about family/pets - Mentions of non-work activities (dinners, lake house trips, fishing trips) - Inside knowledge of personal life (partner, kids, new puppy) **Don't know each other (FALSE) - 10 cases:** - Generic comments ("Great work!", "Thanks for sharing!", "Congratulations!") - Purely professional/transactional exchanges - Requests to connect (implying no existing relationship) - No personalization or specific references to shared experiences - Formal, distant tone  INFO 2026-02-19T15:07:24 +1ms service=bus type=message.part.updated publishing INFO 2026-02-19T15:07:24 +1ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:24 +18ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:24 +1ms service=bus type=session.status publishing INFO 2026-02-19T15:07:24 +0ms service=session.prompt step=3 sessionID=ses_3898f7e1bffePFEMjFrr620S94 loop INFO 2026-02-19T15:07:24 +19ms service=bus type=message.updated publishing INFO 2026-02-19T15:07:24 +3ms service=bus type=session.updated publishing INFO 2026-02-19T15:07:24 +3ms service=bus type=session.diff publishing INFO 2026-02-19T15:07:24 +24ms service=session.prompt sessionID=ses_3898f7e1bffePFEMjFrr620S94 exiting loop INFO 2026-02-19T15:07:24 +1ms service=session.compaction pruning INFO 2026-02-19T15:07:24 +8ms service=session.prompt sessionID=ses_3898f7e1bffePFEMjFrr620S94 cancel INFO 2026-02-19T15:07:24 +0ms service=bus type=session.status publishing INFO 2026-02-19T15:07:24 +0ms service=bus type=session.idle publishing INFO 2026-02-19T15:07:24 +2ms service=default directory=/app/input disposing instance INFO 2026-02-19T15:07:24 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-19T15:07:24 +5ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.