/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_20260107_203109/task11_relationship_classifier/openrouter-anthropic-claude-haiku-4.5/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 907b3192 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 146 models to OpenCode configuration Added openrouter standard provider with 347 models to OpenCode configuration Set default model to openrouter/anthropic/claude-haiku-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 2026-01-07T20:35:51 +661ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-07T20:35:51 +12ms service=default directory=/app/input creating instance INFO 2026-01-07T20:35:51 +5ms service=project directory=/app/input fromDirectory INFO 2026-01-07T20:35:51 +16ms service=storage index=0 running migration ERROR 2026-01-07T20:35:51 +4ms service=storage index=0 failed to run migration INFO 2026-01-07T20:35:51 +0ms service=storage index=1 running migration INFO 2026-01-07T20:35:51 +4ms service=default directory=/app/input bootstrapping INFO 2026-01-07T20:35:51 +11ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-07T20:35:51 +85ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-07T20:35:51 +2ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-07T20:35:51 +16ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-07T20:35:51 +436ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [412.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-07T20:35:51 +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 2026-01-07T20:35:51 +17ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [6.00ms] stderr= done INFO 2026-01-07T20:35:51 +10ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-07T20:35:51 +7ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-07T20:35:51 +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@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:35:51 +118ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [109.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-07T20:35:51 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-07T20:35:51 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-07T20:35:51 +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@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:35:52 +620ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [609.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-07T20:35:52 +34ms service=bus type=* subscribing INFO 2026-01-07T20:35:52 +1ms service=bus type=session.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=session.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:35:52 +0ms service=bus type=session.diff subscribing INFO 2026-01-07T20:35:52 +0ms service=format init INFO 2026-01-07T20:35:52 +0ms service=bus type=file.edited subscribing INFO 2026-01-07T20:35:52 +1ms service=lsp serverIds=deno, typescript, vue, eslint, oxlint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, fsharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php intelephense, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-01-07T20:35:52 +5ms service=bus type=command.executed subscribing INFO 2026-01-07T20:35:52 +106ms service=server method=POST path=/session request INFO 2026-01-07T20:35:52 +0ms service=server status=started method=POST path=/session request INFO 2026-01-07T20:35:52 +6ms service=session id=ses_465d3b57bffeAfxwW3HWLHCKDx version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-07T20:35:52.580Z time={"created":1767818152580,"updated":1767818152580} created INFO 2026-01-07T20:35:52 +4ms service=bus type=session.created publishing INFO 2026-01-07T20:35:52 +5ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:52 +3ms service=server status=completed duration=18 method=POST path=/session request INFO 2026-01-07T20:35:52 +2ms service=server method=GET path=/config request INFO 2026-01-07T20:35:52 +0ms service=server status=started method=GET path=/config request INFO 2026-01-07T20:35:52 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-01-07T20:35:52 +10ms service=server method=GET path=/event request INFO 2026-01-07T20:35:52 +0ms service=server status=started method=GET path=/event request INFO 2026-01-07T20:35:52 +1ms service=server event connected INFO 2026-01-07T20:35:52 +4ms service=bus type=* subscribing INFO 2026-01-07T20:35:52 +2ms service=server status=completed duration=7 method=GET path=/event request INFO 2026-01-07T20:35:52 +12ms service=server method=POST path=/session/ses_465d3b57bffeAfxwW3HWLHCKDx/message request INFO 2026-01-07T20:35:52 +0ms service=server status=started method=POST path=/session/ses_465d3b57bffeAfxwW3HWLHCKDx/message request INFO 2026-01-07T20:35:52 +8ms service=server status=completed duration=8 method=POST path=/session/ses_465d3b57bffeAfxwW3HWLHCKDx/message request INFO 2026-01-07T20:35:52 +14ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:52 +4ms service=provider status=started state INFO 2026-01-07T20:35:52 +6ms service=models.dev file={} refreshing INFO 2026-01-07T20:35:52 +35ms service=provider init INFO 2026-01-07T20:35:52 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:52 +8ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:52 +13ms service=bus type=session.status publishing INFO 2026-01-07T20:35:52 +0ms service=session.prompt step=0 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop INFO 2026-01-07T20:35:52 +20ms service=provider providerID=openrouter found INFO 2026-01-07T20:35:52 +0ms service=provider providerID=opencode found INFO 2026-01-07T20:35:52 +0ms service=provider providerID=litellm found INFO 2026-01-07T20:35:52 +1ms service=provider status=completed duration=89 state INFO 2026-01-07T20:35:52 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title stream INFO 2026-01-07T20:35:52 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:35:52 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-07T20:35:52 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:35:52 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:52 +1ms service=session.prompt status=started resolveTools INFO 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service=tool.registry status=started todowrite INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:35:52 +2ms service=tool.registry status=completed duration=6 invalid INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=5 read INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=5 glob INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=4 grep INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=4 edit INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=4 write INFO 2026-01-07T20:35:52 +1ms service=tool.registry status=completed duration=3 webfetch INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=3 todowrite INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=3 todoread INFO 2026-01-07T20:35:52 +0ms service=tool.registry status=completed duration=7 bash INFO 2026-01-07T20:35:52 +2ms service=tool.registry status=completed duration=7 task INFO 2026-01-07T20:35:52 +9ms service=tool.registry status=completed duration=14 skill INFO 2026-01-07T20:35:52 +7ms service=session.prompt status=completed duration=59 resolveTools INFO 2026-01-07T20:35:52 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:52 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title stream INFO 2026-01-07T20:35:52 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:35:52 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:52 +3ms service=session.processor process INFO 2026-01-07T20:35:52 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:35:52 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:35:52 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:35:52 +2ms service=bus type=session.diff publishing ERROR 2026-01-07T20:35:53 +759ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:35:53 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:35:53 +330ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +11ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:53 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +101ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +218ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +168ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +8ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-01-07T20:35:54 +1ms service=file.time sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx file=/app/input/test_cases.json read INFO 2026-01-07T20:35:54 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:54 +1ms service=bus type=message.updated publishing |  Read app/input/test_cases.json I'll help you classify these LinkedIn interactions. Let me start by reading the classifier prompt and test cases to understand what I'm working with. INFO 2026-01-07T20:35:54 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:54 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:35:54 +0ms service=session.prompt step=1 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop INFO 2026-01-07T20:35:54 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:54 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title stream INFO 2026-01-07T20:35:54 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:35:54 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:54 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:35:54 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:54 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:35:54 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:35:54 +1ms service=tool.registry status=started read INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started write INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started task INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:35:54 +1ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:35:54 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:35:54 +4ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:35:54 +15ms service=session.processor process INFO 2026-01-07T20:35:54 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:35:54 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:35:54 +10ms service=bus type=session.status publishing ERROR 2026-01-07T20:35:54 +289ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:35:54 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:35:55 +1067ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +95ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +488ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +36ms service=bus type=message.part.updated publishing Now let me check if the classifier_prompt.md file exists in the directory: INFO 2026-01-07T20:35:56 +151ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:56 +1ms service=bus type=message.updated publishing ERROR 2026-01-07T20:35:57 +11ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:35:57 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:35:57 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:57 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:35:57 +0ms service=session.prompt step=2 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop |  Bash Search for markdown and text files INFO 2026-01-07T20:35:57 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:57 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title stream INFO 2026-01-07T20:35:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:35:57 +4ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:57 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:35:57 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:57 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:35:57 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:35:57 +1ms service=tool.registry status=started bash INFO 2026-01-07T20:35:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started read INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started write INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started task INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=0 bash INFO 2026-01-07T20:35:57 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:35:57 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:35:57 +1ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-07T20:35:57 +16ms service=session.processor process INFO 2026-01-07T20:35:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:35:57 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:35:57 +8ms service=bus type=session.status publishing INFO 2026-01-07T20:35:57 +729ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-07T20:35:57 +1ms service=bus type=message.updated publishing ERROR 2026-01-07T20:35:58 +224ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:35:58 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:35:58 +244ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +39ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +79ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +35ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:58 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +69ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +139ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:35:59 +87ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:35:59 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:35:59 +428ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:59 +177ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +4ms service=bus type=todo.updated publishing INFO 2026-01-07T20:35:59 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:35:59 +1ms service=bus type=message.updated publishing The classifier_prompt.md file doesn't exist, but I have the test cases and the classification guidelines from your initial instructions. Let me now analyze all 20 test cases and classify them based on the evidence of whether they know each other personally. Let me create a todo list to track this task: |  Todo 2 todos INFO 2026-01-07T20:35:59 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:59 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:35:59 +0ms service=session.prompt step=3 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop INFO 2026-01-07T20:35:59 +17ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:59 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:35:59 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:35:59 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:35:59 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:35:59 +1ms service=tool.registry status=started bash INFO 2026-01-07T20:35:59 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started read INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started write INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started task INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=0 bash INFO 2026-01-07T20:35:59 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:35:59 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:35:59 +4ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:35:59 +10ms service=session.processor process INFO 2026-01-07T20:35:59 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:35:59 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:35:59 +15ms service=bus type=session.status publishing INFO 2026-01-07T20:36:00 +446ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-07T20:36:00 +3ms service=bus type=message.updated publishing ERROR 2026-01-07T20:36:00 +291ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:00 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:01 +561ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +35ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:01 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +43ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +13ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:02 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:02 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:02 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +43ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:02 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +35ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +11ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +13ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:03 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:03 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:03 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +49ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +12ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-07T20:36:03 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:03 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:03 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +17ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:04 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:04 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:04 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +26ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:36:04 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:04 +37ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:36:05 +21ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:05 +3ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:05 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:05 +39ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +35ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +11ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:05 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +96ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +110ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +18ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:06 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:06 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:06 +45ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +6ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:36:06 +94ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:06 +23ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:36:07 +21ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:07 +6ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:07 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:07 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:07 +31ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:36:08 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +47ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +27ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:08 +8ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:08 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:08 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +48ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +33ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:08 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:09 +116ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:09 +316ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:09 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:10 +1507ms service=bus type=file.edited publishing INFO 2026-01-07T20:36:10 +0ms service=format file=/app/input/results.json formatting INFO 2026-01-07T20:36:10 +2ms service=format name=zig ext=.json checking INFO 2026-01-07T20:36:10 +1ms service=format name=uv format ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=terraform ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=ruff ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=air ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=prettier ext=.json checking INFO 2026-01-07T20:36:10 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:10 +9ms service=format name=oxfmt ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=mix ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-07T20:36:10 +1ms service=format name=ktlint ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=gleam ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=dart ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-07T20:36:10 +0ms service=format name=biome ext=.json checking INFO 2026-01-07T20:36:10 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:10 +2ms service=file.time sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx file=/app/input/results.json read INFO 2026-01-07T20:36:10 +0ms service=lsp file=/app/input/results.json touching file Now I'll analyze each test case systematically. The test cases already include the `knows_each_other` field which shows the expected answer, but I'll classify them based on the evidence presented in the interaction: **Analysis of each case:** 0. **Sarah Chen & Marcus Johnson**: Personal familiarity ("Sarah!", "late nights in 2019", "whiteboarding", "Drinks soon") = **TRUE** 1. **David Park & Jennifer Walsh**: Generic professional congrats ("Well deserved") = **FALSE** 2. **Rachel Torres & Michael Okonkwo**: Personal reference ("Haha Rach", "at dinner last month", "as usual") = **TRUE** 3. **James Liu & Amanda Stevens**: Generic technical comment ("Great work!", "Looking forward to reading") = **FALSE** 4. **Emily Richardson & Tom Bradley**: Strong personal history ("started same week 2016", "fishing trip promise", "Coffee next week") = **TRUE** 5. **Kevin Patel & Lisa Zhang**: Generic gratitude ("Thanks for sharing!") = **FALSE** 6. **Olivia Martinez & Robert Kim**: Personal familiarity ("Liv!", "looking for you at party", "lunch", "how's the new puppy") = **TRUE** 7. **Daniel Brown & Sophia Lee**: Generic congratulations emoji = **FALSE** 8. **Chris Anderson & Patricia Nguyen**: Strong personal history ("8 years", "nervous new grad I onboarded", "meet Alex") = **TRUE** 9. **Andrew Thompson & Maria Santos**: Professional interest ("insightful", "would love to connect") = **FALSE** 10. **Jessica Williams & Brian O'Connor**: Strong personal history ("lake house last summer", "kids", "fishing memories") = **TRUE** 11. **Nathan Clark & Michelle Davis**: Generic technical interest ("Interesting", "looking forward") = **FALSE** 12. **Laura Chen & Steven Wright**: Strong personal history ("Google days", "reorg 2018", "still using frameworks", "Emma at Berkeley") = **TRUE** 13. **Ryan Murphy & Angela Foster**: Generic appreciation ("Great thread!", "thanks for sharing") = **FALSE** 14. **Hannah Miller & George Adams**: Strong personal history ("pitched over coffee", "annual catch-up dinner", "same spot as always") = **TRUE** 15. **Tyler Robinson & Samantha Brooks**: Professional skepticism ("Interesting perspective", "curious about data") = **FALSE** 16. **Diana Rodriguez & William Chang**: Strong personal history ("first mentor", "mentor in 2015", "3 weeks debugging", "reason I became CTO") = **TRUE** 17. **Eric Foster & Nicole Baker**: Professional disagreement ("valid points", "more nuanced") = **FALSE** 18. **Alexandra Green & Jason Kim**: Strong personal history ("worked together at Twitter", "3 days in office", "family dinner", "Auntie Alex") = **TRUE** 19. **Mark Peterson & Katherine Liu**: Generic professional agreement ("Well said", "buzzwords vs fundamentals") = **FALSE** Now let me write the results.json file: INFO 2026-01-07T20:36:10 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:10 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:10 +3ms service=bus type=message.updated publishing |  Write app/input/results.json INFO 2026-01-07T20:36:10 +16ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:10 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:36:10 +0ms service=session.prompt step=4 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop INFO 2026-01-07T20:36:10 +33ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:10 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:36:10 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:36:10 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:10 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:36:10 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:36:10 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started read INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started write INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started task INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:36:10 +1ms service=tool.registry status=completed duration=0 bash INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:36:10 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:36:10 +7ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-07T20:36:10 +3ms service=session.processor process INFO 2026-01-07T20:36:10 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:36:10 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:36:10 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:36:11 +905ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:11 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:12 +948ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:12 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:13 +348ms service=bus type=todo.updated publishing INFO 2026-01-07T20:36:13 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:13 +4ms service=bus type=message.part.updated publishing |  Todo 0 todos INFO 2026-01-07T20:36:13 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:13 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:13 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:13 +7ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:13 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:36:13 +1ms service=session.prompt step=5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop Perfect! Now let me mark the tasks as complete: INFO 2026-01-07T20:36:13 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:13 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:36:13 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:36:13 +7ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:13 +2ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:36:13 +2ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:36:13 +1ms service=tool.registry status=started read INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started write INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started task INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-07T20:36:13 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:36:13 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:36:13 +3ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-07T20:36:13 +9ms service=session.processor process INFO 2026-01-07T20:36:13 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build stream INFO 2026-01-07T20:36:13 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx small=false agent=build params={"options":{}} params INFO 2026-01-07T20:36:13 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:36:13 +573ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:13 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:15 +1277ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +188ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:15 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +21ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:36:16 +7ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:36:16 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:36:16 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +35ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +34ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +69ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +18ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +66ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +32ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +52ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:36:16 +2ms service=bus type=message.updated publishing ## Classification Complete ��� I've classified all 20 LinkedIn interaction test cases and generated `results.json`. Here's the summary: **Pattern Analysis:** - **Knows each other (10 cases)**: Cases 0, 2, 4, 6, 8, 10, 12, 14, 16, 18 - Marked by personal familiarity, specific shared memories, inside references, casual nicknames, and personal invitations - Examples: "late nights in 2019", "remember sleeping in the office", "family dinner", "why I became a CTO" - **Don't know each other (10 cases)**: Cases 1, 3, 5, 7, 9, 11, 13, 15, 17, 19 - Generic professional commentary with no personalization - Examples: "Great work!", "Congrats!", "Well said", "Thanks for sharing" The classifications distinguish between genuine personal relationships (characterized by specific shared experiences, inside references, and emotional investment) and professional courtesy (generic congratulations or technical interest). INFO 2026-01-07T20:36:16 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:16 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:36:16 +0ms service=session.prompt step=6 sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx loop INFO 2026-01-07T20:36:16 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:16 +0ms service=bus type=message.updated publishing INFO 2026-01-07T20:36:16 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:36:16 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:36:16 +1ms service=session.prompt sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx exiting loop INFO 2026-01-07T20:36:16 +1ms service=session.compaction pruning INFO 2026-01-07T20:36:16 +3ms service=session.prompt sessionID=ses_465d3b57bffeAfxwW3HWLHCKDx cancel INFO 2026-01-07T20:36:16 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:36:16 +0ms service=bus type=session.idle publishing INFO 2026-01-07T20:36:16 +7ms service=default directory=/app/input disposing instance INFO 2026-01-07T20:36:16 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-07T20:36:16 +2ms 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.