/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_20260122_150105/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: dd66d0de 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 159 models to OpenCode configuration Added openrouter standard provider with 345 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 2026-01-22T15:05:13 +822ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-22T15:05:13 +3ms service=default directory=/app/input creating instance INFO 2026-01-22T15:05:13 +0ms service=project directory=/app/input fromDirectory INFO 2026-01-22T15:05:13 +18ms service=storage index=0 running migration ERROR 2026-01-22T15:05:13 +11ms service=storage index=0 failed to run migration INFO 2026-01-22T15:05:13 +3ms service=storage index=1 running migration INFO 2026-01-22T15:05:13 +20ms service=default directory=/app/input bootstrapping INFO 2026-01-22T15:05:13 +31ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-22T15:05:13 +93ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-22T15:05:13 +2ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-22T15:05:13 +10ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.17","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-22T15:05:14 +705ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.17 3 packages installed [680.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-22T15:05:14 +2ms 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 2026-01-22T15:05:14 +20ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [4.00ms] stderr= done INFO 2026-01-22T15:05:14 +22ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-01-22T15:05:14 +0ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin INFO 2026-01-22T15:05:14 +7ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution INFO 2026-01-22T15:05:14 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.12"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-22T15:05:14 +113ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.12 1 package installed [100.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-22T15:05:14 +4ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin INFO 2026-01-22T15:05:14 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution INFO 2026-01-22T15:05:14 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.8"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-22T15:05:15 +1013ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.12 installed opencode-anthropic-auth@0.0.8 14 packages installed [994.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-22T15:05:15 +79ms service=bus type=* subscribing INFO 2026-01-22T15:05:15 +0ms service=bus type=session.updated subscribing INFO 2026-01-22T15:05:15 +0ms service=bus type=message.updated subscribing INFO 2026-01-22T15:05:15 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-22T15:05:15 +0ms service=bus type=session.updated subscribing INFO 2026-01-22T15:05:15 +0ms service=bus type=message.updated subscribing INFO 2026-01-22T15:05:15 +0ms service=bus 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ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:05:18 +3ms service=tool.registry status=completed duration=6 task INFO 2026-01-22T15:05:18 +4ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-01-22T15:05:18 +6ms service=session.processor process INFO 2026-01-22T15:05:18 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_419c301c7ffes2hAW4YEifutOJ small=false agent=build stream INFO 2026-01-22T15:05:18 +26ms service=bus type=session.status publishing INFO 2026-01-22T15:05:19 +1497ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:19 +6ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:19 +30ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:19 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +70ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +73ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +81ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +38ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +31ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +42ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +41ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:20 +53ms service=bus type=message.part.updated 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+44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +55ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +63ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +48ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +37ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:21 +61ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +42ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +63ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +42ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +58ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +106ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +35ms service=session.summary title=LinkedIn relationship classifier title INFO 2026-01-22T15:05:22 +2ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:22 +12ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +49ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:22 +55ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +50ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +58ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +104ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +1ms service=bus type=session.updated publishing INFO 2026-01-22T15:05:23 +18ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +3ms service=session.summary title=Classify LinkedIn personal relationships title INFO 2026-01-22T15:05:23 +0ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:23 +29ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +58ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +48ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +50ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +49ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:23 +51ms service=bus 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service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +58ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +685ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +10ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +17ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +22ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +7ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +76ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +28ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +4ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +22ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +12ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +3ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +5ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +26ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:33 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +7ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +24ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +104ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +6ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +92ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +5ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +65ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +38ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +50ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:34 +265ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:38 +3646ms service=permission permission=edit pattern=app/input/results.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:05:38 +0ms service=permission permission=edit pattern=app/input/results.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-22T15:05:38 +1ms service=bus type=file.edited publishing INFO 2026-01-22T15:05:38 +0ms service=format file=/app/input/results.json formatting INFO 2026-01-22T15:05:38 +4ms service=format name=zig ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=uv format ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=terraform ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=ruff ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=air ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=prettier ext=.json checking INFO 2026-01-22T15:05:38 +1ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:38 +31ms service=format name=oxfmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=mix ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=gleam ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=dart ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-22T15:05:38 +0ms service=format name=biome ext=.json checking INFO 2026-01-22T15:05:38 +5ms service=bus type=message.part.updated publishing The `classifier_prompt.md` file doesn't exist, but I can see the test cases already include a `knows_each_other` ground truth field. Let me analyze each case based on the classification guidelines provided in the task and create the results. Based on my analysis of each test case, here are my classifications: 1. **Case 0** - Marcus references "late nights in 2019 whiteboarding," mentions "old office," and asks "Drinks soon?" - **true** 2. **Case 1** - Generic "Congrats David! Well deserved." - no personalization - **false** 3. **Case 2** - Uses nickname "Rach," references "dinner last month," personal familiarity - **true** 4. **Case 3** - Generic "Great work!" and "Looking forward to reading" - professional, impersonal - **false** 5. **Case 4** - References "started the same week in 2016," "Coffee next week," "fishing trip promise" - **true** 6. **Case 5** - Generic "Thanks for sharing! This is really helpful advice." - **false** 7. **Case 6** - Uses nickname "Liv!," references looking for her at party, lunch plans, asks about "new puppy" - **true** 8. **Case 7** - Generic "Congratulations on this milestone! ����" - no personalization - **false** 9. **Case 8** - References onboarding Patricia 8 years ago at LinkedIn, names her partner "Alex," extremely personal - **true** 10. **Case 9** - Generic "Very insightful analysis. Would love to connect" - networking request, not existing relationship - **false** 11. **Case 10** - Uses nickname "Jess," references "lake house last summer," mentions kids, specific memory of dock call - **true** 12. **Case 11** - Generic "Interesting approach! Looking forward to reading" - professional, impersonal - **false** 13. **Case 12** - References "our Google days," specific 2018 reorg memory, asks about "Emma doing at Berkeley" - **true** 14. **Case 13** - Generic "Great thread! Bookmarking this" - impersonal - **false** 15. **Case 14** - References coffee meeting before leaving GS, "annual catch-up dinner," "same spot as always" - **true** 16. **Case 15** - Generic professional challenge "Would be curious to see some data" - skeptical, impersonal - **false** 17. **Case 16** - References Will being first mentor in 2015, specific debugging story, "Beers next time" - **true** 18. **Case 17** - Generic nuanced response about the topic - professional, impersonal - **false** 19. **Case 18** - References Twitter launch together, "sleeping in office 3 days," daughter's gift, "Auntie Alex" - **true** 20. **Case 19** - Generic agreement "Well said. Too many teams..." - impersonal - **false** INFO 2026-01-22T15:05:38 +1ms service=file.time sessionID=ses_419c301c7ffes2hAW4YEifutOJ file=/app/input/results.json read INFO 2026-01-22T15:05:38 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-22T15:05:38 +8ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2026-01-22T15:05:38 +6ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:38 +0ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:38 +22ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:38 +0ms service=bus type=session.status publishing INFO 2026-01-22T15:05:38 +0ms service=session.prompt step=2 sessionID=ses_419c301c7ffes2hAW4YEifutOJ loop INFO 2026-01-22T15:05:38 +9ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:38 +1ms service=session.prompt status=started resolveTools INFO 2026-01-22T15:05:38 +2ms service=tool.registry status=started invalid INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started question INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started bash INFO 2026-01-22T15:05:38 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-22T15:05:38 +1ms service=tool.registry status=started read INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started glob INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started grep INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started edit INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started write INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started task INFO 2026-01-22T15:05:38 +1ms service=tool.registry status=started webfetch INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started todowrite INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started todoread INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=started skill INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-22T15:05:38 +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":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:05:38 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-22T15:05:38 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-22T15:05:38 +7ms service=session.prompt status=completed duration=12 resolveTools INFO 2026-01-22T15:05:38 +14ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:38 +0ms service=bus type=session.updated publishing INFO 2026-01-22T15:05:38 +0ms service=bus type=session.diff publishing INFO 2026-01-22T15:05:38 +11ms service=session.processor process INFO 2026-01-22T15:05:38 +0ms service=llm providerID=openrouter modelID=anthropic/claude-opus-4.5 sessionID=ses_419c301c7ffes2hAW4YEifutOJ small=false agent=build stream INFO 2026-01-22T15:05:38 +13ms service=bus type=session.status publishing INFO 2026-01-22T15:05:40 +1502ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +6ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +91ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +48ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +48ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +66ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +34ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +48ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +42ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:40 +57ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +44ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +65ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +52ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +42ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +68ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +43ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +136ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +33ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +46ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +51ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +62ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:41 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +46ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +71ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +40ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +40ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +66ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +40ms service=bus type=message.part.updated 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+1ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:42 +38ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +45ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +85ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +28ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +59ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +30ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +45ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +73ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +93ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +7ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +33ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +53ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +66ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +38ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +62ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:43 +69ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:44 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:44 +33ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:44 +67ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:44 +37ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-22T15:05:44 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:44 +49ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +43ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +47ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +96ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +17ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +87ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +24ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +74ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +27ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +34ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +60ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +45ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +55ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +58ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +50ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +64ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +33ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +56ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:45 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +49ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +55ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +50ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +54ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +105ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +15ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +43ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +124ms service=bus type=message.part.updated publishing I've analyzed all 20 test cases and written the classifications to `results.json`. **Summary of classifications:** - **10 cases classified as `true`** (people know each other): Cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 - **10 cases classified as `false`** (people don't know each other): Cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 **Key patterns identified:** **Strong evidence of personal relationship (true):** - Personal nicknames ("Rach," "Jess," "Liv," "Alex") - References to shared past experiences with specific details (dates, locations, events) - Non-work related mentions (family members, pets, personal outings) - Specific plans to meet up ("drinks soon," "coffee next week," "annual dinner") - Inside knowledge (partner's name, children's activities, personal habits) **Weak evidence / no relationship (false):** - Generic professional comments ("Great work!", "Thanks for sharing!") - Formal congratulations without personalization - Professional skepticism or debate without personal familiarity - Requests to "connect" suggesting they don't already know each other - No specific shared memories or personal references INFO 2026-01-22T15:05:46 +12ms service=bus type=message.part.updated publishing INFO 2026-01-22T15:05:46 +10ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:46 +25ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:46 +1ms service=bus type=session.status publishing INFO 2026-01-22T15:05:46 +0ms service=session.prompt step=3 sessionID=ses_419c301c7ffes2hAW4YEifutOJ loop INFO 2026-01-22T15:05:46 +23ms service=bus type=message.updated publishing INFO 2026-01-22T15:05:46 +1ms service=bus type=session.updated publishing INFO 2026-01-22T15:05:46 +0ms service=bus type=session.diff publishing INFO 2026-01-22T15:05:46 +18ms service=session.prompt sessionID=ses_419c301c7ffes2hAW4YEifutOJ exiting loop INFO 2026-01-22T15:05:46 +2ms service=session.compaction pruning INFO 2026-01-22T15:05:46 +14ms service=session.prompt sessionID=ses_419c301c7ffes2hAW4YEifutOJ cancel INFO 2026-01-22T15:05:46 +1ms service=bus type=session.status publishing INFO 2026-01-22T15:05:46 +0ms service=bus type=session.idle publishing INFO 2026-01-22T15:05:46 +3ms service=default directory=/app/input disposing instance INFO 2026-01-22T15:05:46 +3ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-22T15:05:46 +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.