/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_20260213_150130/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: 704ed5a3 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 169 models to OpenCode configuration Added openrouter standard provider with 342 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 2026-02-13T15:11:01 +960ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-13T15:11:01 +5ms service=default directory=/app/input creating instance INFO 2026-02-13T15:11:01 +2ms service=project directory=/app/input fromDirectory INFO 2026-02-13T15:11:01 +21ms service=storage index=0 running migration INFO 2026-02-13T15:11:01 +40ms service=storage index=1 running migration INFO 2026-02-13T15:11:01 +29ms service=default directory=/app/input bootstrapping INFO 2026-02-13T15:11:01 +18ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-13T15:11:01 +79ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-13T15:11:01 +12ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-13T15:11:01 +10ms 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 2026-02-13T15:11:02 +739ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [713.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-13T15:11:02 +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 2026-02-13T15:11:02 +25ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [3.00ms] stderr= done INFO 2026-02-13T15:11:02 +29ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-13T15:11:02 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-13T15:11:02 +0ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin INFO 2026-02-13T15:11:02 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution INFO 2026-02-13T15:11:02 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.13"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-13T15:11:03 +623ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-anthropic-auth@0.0.13 13 packages installed [603.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-02-13T15:11:03 +89ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin INFO 2026-02-13T15:11:03 +1ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution INFO 2026-02-13T15:11:03 +0ms 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status=completed duration=1 webfetch INFO 2026-02-13T15:11:07 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-13T15:11:07 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-13T15:11:07 +2ms service=tool.registry status=completed duration=3 skill INFO 2026-02-13T15:11:07 +1ms 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 2026-02-13T15:11:07 +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":"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 2026-02-13T15:11:07 +0ms service=tool.registry status=completed duration=4 task INFO 2026-02-13T15:11:07 +3ms service=session.prompt status=completed duration=8 resolveTools INFO 2026-02-13T15:11:07 +14ms service=session.processor process INFO 2026-02-13T15:11:07 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 small=false agent=build mode=primary stream INFO 2026-02-13T15:11:07 +19ms service=bus type=session.status publishing INFO 2026-02-13T15:11:08 +1256ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +4ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +37ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +59ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +45ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +45ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:08 +53ms service=bus type=message.part.updated 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type=message.part.updated publishing INFO 2026-02-13T15:11:10 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +56ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +52ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +56ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +61ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +44ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +72ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +39ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:10 +55ms service=bus type=message.part.updated publishing 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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 2026-02-13T15:11:30 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-13T15:11:30 +5ms service=bus type=file.edited publishing INFO 2026-02-13T15:11:30 +1ms service=format file=/app/input/results.json formatting INFO 2026-02-13T15:11:30 +15ms service=format name=zig ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=uv ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=terraform ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=standardrb ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=shfmt ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=rustfmt ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=ruff ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=rubocop ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=air ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=prettier ext=.json checking INFO 2026-02-13T15:11:30 +1ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:30 +56ms service=format name=pint ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=oxfmt ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=ormolu ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=nixfmt ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=mix ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=latexindent ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=ktlint ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=gofmt ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=gleam ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=dart ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=clang-format ext=.json checking INFO 2026-02-13T15:11:30 +0ms service=format name=biome ext=.json checking INFO 2026-02-13T15:11:30 +2ms service=bus type=message.part.updated publishing  I have read the test cases file. I notice the `classifier_prompt.md` file doesn't exist, but the test cases already contain `knows_each_other` labels. Based on the classification guidelines provided in the task and analyzing each test case, let me create the results.json file. Let me analyze each case: 1. **Case 0**: Marcus mentions "late nights in 2019 whiteboarding", "old office", asks for "drinks soon" - **TRUE** (shared history, personal invitation) 2. **Case 1**: Jennifer says "Congrats David! Well deserved." - Generic congratulation, she's from Sequoia which led the round but no personal connection evidence - **FALSE** 3. **Case 2**: Michael calls her "Rach", references "dinner last month", says "as usual" - **TRUE** (nickname, recent personal meeting) 4. **Case 3**: Amanda says "Great work! Looking forward to reading" - Generic professional comment - **FALSE** 5. **Case 4**: Emily references "started same week in 2016", asks for "coffee next week", mentions "fishing trip promise" - **TRUE** (shared history, future personal plans) 6. **Case 5**: Lisa says "Thanks for sharing! Really helpful advice" - Generic appreciation - **FALSE** 7. **Case 6**: Robert calls her "Liv!", mentions looking for her at party, asks about "new puppy" - **TRUE** (nickname, personal knowledge, non-work topic) 8. **Case 7**: Sophia says "Congratulations on this milestone!" - Generic, no personalization - **FALSE** 9. **Case 8**: Chris mentions onboarding Patricia 8 years ago at LinkedIn, watched her grow, wants to meet "Alex" (partner) - **TRUE** (mentorship history, personal knowledge) 10. **Case 9**: Maria says "Insightful analysis. Would love to connect" - Cold outreach, don't know each other - **FALSE** 11. **Case 10**: Brian calls her "Jess", references "lake house last summer", "the kids" - **TRUE** (nickname, family vacation together) 12. **Case 11**: Michelle says "Interesting approach! Looking forward to reading" - Generic professional interest - **FALSE** 13. **Case 12**: Laura references "Google days", "massive reorg in 2018", asks about "Emma doing at Berkeley" - **TRUE** (shared work history, personal knowledge of family) 14. **Case 13**: Angela says "Great thread! Bookmarking this" - Generic appreciation - **FALSE** 15. **Case 14**: George mentions pitching idea over coffee, "annual catch-up dinner", "same spot as always" - **TRUE** (personal history, ongoing relationship) 16. **Case 15**: Samantha says "Interesting perspective. Would be curious to see data" - Professional curiosity, no personal connection - **FALSE** 17. **Case 16**: Diana calls him "Will!!!", mentions being her first mentor in 2015, "3 weeks straight debugging", "beers next time" - **TRUE** (mentorship relationship, personal bond) 18. **Case 17**: Nicole says "Some valid points. More nuanced" - Professional disagreement, no personal connection - **FALSE** 19. **Case 18**: Jason references "Twitter launch", "sleeping in office 3 days", kids call her "Auntie Alex", family dinner - **TRUE** (shared history, family relationship) 20. **Case 19**: Katherine says "Well said. Too many teams get caught up in buzzwords" - Generic agreement - **FALSE**  INFO 2026-02-13T15:11:30 +5ms service=bus type=file.watcher.updated publishing INFO 2026-02-13T15:11:30 +1ms service=file.time sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 file=/app/input/results.json read INFO 2026-02-13T15:11:30 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-02-13T15:11:30 +56ms service=bus type=message.part.updated publishing ��� Write results.json Wrote file successfully.  INFO 2026-02-13T15:11:30 +2ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:30 +1ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:30 +30ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:30 +0ms service=bus type=session.status publishing INFO 2026-02-13T15:11:30 +0ms service=session.prompt step=2 sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 loop INFO 2026-02-13T15:11:30 +89ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:30 +1ms service=bus type=session.updated publishing INFO 2026-02-13T15:11:30 +1ms service=bus type=session.diff publishing INFO 2026-02-13T15:11:30 +26ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:30 +6ms service=session.prompt status=started resolveTools INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started invalid INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started question INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=started bash INFO 2026-02-13T15:11:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started read INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started glob INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=started grep INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=started edit INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started write INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=started task INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started webfetch INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=started todowrite INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=started skill INFO 2026-02-13T15:11:30 +5ms service=tool.registry status=completed duration=11 invalid INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=10 question INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=9 read INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=8 glob INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=8 grep INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=8 edit INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=completed duration=8 write INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=7 webfetch INFO 2026-02-13T15:11:30 +2ms service=tool.registry status=completed duration=8 todowrite INFO 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=13 bash INFO 2026-02-13T15:11:30 +1ms service=tool.registry status=completed duration=9 skill INFO 2026-02-13T15:11:30 +3ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-13T15:11:30 +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 2026-02-13T15:11:30 +0ms service=tool.registry status=completed duration=14 task INFO 2026-02-13T15:11:31 +13ms service=session.prompt status=completed duration=32 resolveTools INFO 2026-02-13T15:11:31 +39ms service=session.processor process INFO 2026-02-13T15:11:31 +1ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 small=false agent=build mode=primary stream INFO 2026-02-13T15:11:31 +13ms service=bus type=session.status publishing INFO 2026-02-13T15:11:32 +1492ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +1ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +85ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +45ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +60ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:32 +51ms service=bus 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type=message.part.updated publishing INFO 2026-02-13T15:11:34 +104ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +56ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +175ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +59ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +53ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +52ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +60ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +47ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:34 +53ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +114ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +58ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +43ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +59ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +63ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:35 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +53ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +56ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +57ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +52ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +44ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +57ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +62ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +47ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +42ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +57ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +45ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +58ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +62ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:36 +46ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +68ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +40ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +125ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +31ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +56ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +44ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +59ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +60ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +48ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +53ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:37 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +51ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +58ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +45ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +64ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +39ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +52ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +50ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +54ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +49ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +59ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +55ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +44ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +58ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +149ms 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: **Classifications:** - **10 cases marked as `knows_each_other: true`** (cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18) - **10 cases marked as `knows_each_other: false`** (cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19) **Key distinguishing factors used:** **Strong evidence of personal connection (TRUE cases):** - Personal nicknames (e.g., "Rach", "Jess", "Liv!", "Alex") - References to shared experiences ("late nights in 2019 whiteboarding", "sleeping in office 3 days") - Personal knowledge (asking about family members, pets, knowing partner's name) - Past personal meetings ("dinner last month", "lake house last summer") - Future personal plans ("drinks soon", "family dinner") - Mentorship relationships with specific memories **Weak/no evidence of connection (FALSE cases):** - Generic comments ("Great work!", "Congrats!", "Thanks for sharing!") - Professional interest without personalization ("Looking forward to reading the technical details") - Cold networking language ("Would love to connect") - Purely transactional or informational exchanges  INFO 2026-02-13T15:11:38 +4ms service=bus type=message.part.updated publishing INFO 2026-02-13T15:11:38 +4ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:38 +16ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:38 +0ms service=bus type=session.status publishing INFO 2026-02-13T15:11:38 +0ms service=session.prompt step=3 sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 loop INFO 2026-02-13T15:11:38 +15ms service=bus type=message.updated publishing INFO 2026-02-13T15:11:38 +1ms service=bus type=session.updated publishing INFO 2026-02-13T15:11:38 +0ms service=bus type=session.diff publishing INFO 2026-02-13T15:11:38 +4ms service=session.prompt sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 exiting loop INFO 2026-02-13T15:11:38 +1ms service=session.compaction pruning INFO 2026-02-13T15:11:38 +15ms service=session.prompt sessionID=ses_3a871c6a5ffeIjuxpn3azrg1Y6 cancel INFO 2026-02-13T15:11:38 +0ms service=bus type=session.status publishing INFO 2026-02-13T15:11:38 +0ms service=bus type=session.idle publishing INFO 2026-02-13T15:11:39 +7ms service=default directory=/app/input disposing instance INFO 2026-02-13T15:11:39 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-13T15:11:39 +1ms 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.