/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_20260110_150042/task11_relationship_classifier/openrouter-google-gemini-2.5-flash-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: a559ce28 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 151 models to OpenCode configuration Added openrouter standard provider with 349 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-preview-09-2025 Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Relationship Classifier Task You are given a relationship classification prompt and a set of test cases. Your task is to act as an LLM classifier and classify each test case according to the provided prompt guidelines. ## Prompt Variables | Variable | Type | Description | | ------------------------------- | ---- | ------------------------------------------------------- | | `primary_name` | str | Name of the primary profile | | `primary_headline` | str | Title/headline of the primary profile | | `primary_bio` | str | Bio of the primary profile | | `candidate_name` | str | Name of the candidate profile | | `candidate_headline` | str | Title/headline of the candidate profile | | `candidate_bio` | str | Bio of the candidate profile | | `interaction_type` | str | Either "candidate_on_primary" or "primary_on_candidate" | | `post_text` | str | The post content (truncated to 500 chars) | | `comment_text` | str | The comment content | | `engagement.totalReactionCount` | int | Number of reactions on the post | | `engagement.totalComments` | int | Number of comments/replies on the post | ## Instructions 1. Read the `classifier_prompt.md` file to understand the classification criteria 2. Read the `test_cases.json` file containing 20 LinkedIn interaction scenarios 3. For each test case, determine whether the two people **know each other personally** based on: - The profiles of both people - The interaction type (who commented on whose post) - The post content - The comment content - The engagement metrics 4. Output your classifications to a file named `results.json` with the following format: ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, ... ] } ``` The `case_index` should match the index of each test case in the `test_cases.json` array (0-indexed). ## Key Classification Guidelines (from the prompt) **Strong Evidence (suggests they know each other):** - Personal familiarity in tone or language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship **Weak Evidence (suggests they might NOT know each other):** - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references Be objective and evidence-based. Professional courtesy does NOT equal personal connection. PS: You are currently working in an automated system and cannot ask any questions or have back and forth with a user. --- TASK END --- INFO 2026-01-10T15:04:30 +497ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-10T15:04:30 +2ms service=default directory=/app/input creating instance INFO 2026-01-10T15:04:30 +0ms service=project directory=/app/input fromDirectory INFO 2026-01-10T15:04:30 +6ms service=storage index=0 running migration ERROR 2026-01-10T15:04:31 +8ms service=storage index=0 failed to run migration INFO 2026-01-10T15:04:31 +0ms service=storage index=1 running migration INFO 2026-01-10T15:04:31 +20ms service=default directory=/app/input bootstrapping INFO 2026-01-10T15:04:31 +6ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-10T15:04:31 +25ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-10T15:04:31 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-10T15:04:31 +5ms 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 2026-01-10T15:04:31 +432ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [414.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-10T15:04:31 +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 2026-01-10T15:04:31 +15ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [2.00ms] stderr= done INFO 2026-01-10T15:04:31 +13ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-10T15:04:31 +11ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-10T15:04:31 +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 2026-01-10T15:04:31 +79ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [68.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-10T15:04:31 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-10T15:04:31 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-10T15:04:31 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-10T15:04:32 +510ms 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 [493.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-10T15:04:32 +51ms service=bus type=* subscribing INFO 2026-01-10T15:04:32 +1ms service=bus type=session.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=message.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=session.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=message.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-10T15:04:32 +0ms service=bus type=session.diff subscribing INFO 2026-01-10T15:04:32 +0ms service=format init INFO 2026-01-10T15:04:32 +0ms service=bus type=file.edited subscribing INFO 2026-01-10T15:04:32 +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 2026-01-10T15:04:32 +4ms service=bus type=command.executed subscribing INFO 2026-01-10T15:04:32 +63ms service=server method=POST path=/session request INFO 2026-01-10T15:04:32 +0ms service=server status=started method=POST path=/session request INFO 2026-01-10T15:04:32 +4ms service=session id=ses_4578ffb03ffek9dye89qqmzATS version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-10T15:04:32.252Z time={"created":1768057472252,"updated":1768057472252} created INFO 2026-01-10T15:04:32 +4ms service=bus type=session.created publishing INFO 2026-01-10T15:04:32 +1ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:32 +8ms service=server status=completed duration=17 method=POST path=/session request INFO 2026-01-10T15:04:32 +3ms service=server method=GET path=/config request INFO 2026-01-10T15:04:32 +0ms service=server status=started method=GET path=/config request INFO 2026-01-10T15:04:32 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-01-10T15:04:32 +10ms service=server method=GET path=/event request INFO 2026-01-10T15:04:32 +0ms service=server status=started method=GET path=/event request INFO 2026-01-10T15:04:32 +0ms service=server event connected INFO 2026-01-10T15:04:32 +3ms service=bus type=* subscribing INFO 2026-01-10T15:04:32 +1ms service=server status=completed duration=4 method=GET path=/event request INFO 2026-01-10T15:04:32 +8ms service=server method=POST path=/session/ses_4578ffb03ffek9dye89qqmzATS/message request INFO 2026-01-10T15:04:32 +0ms service=server status=started method=POST path=/session/ses_4578ffb03ffek9dye89qqmzATS/message request INFO 2026-01-10T15:04:32 +7ms service=server status=completed duration=7 method=POST path=/session/ses_4578ffb03ffek9dye89qqmzATS/message request INFO 2026-01-10T15:04:32 +18ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:32 +4ms service=provider status=started state INFO 2026-01-10T15:04:32 +6ms service=models.dev file={} refreshing INFO 2026-01-10T15:04:32 +26ms service=provider init INFO 2026-01-10T15:04:32 +6ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:32 +16ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:32 +12ms service=bus type=session.status publishing INFO 2026-01-10T15:04:32 +0ms service=session.prompt step=0 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop INFO 2026-01-10T15:04:32 +29ms service=provider providerID=openrouter found INFO 2026-01-10T15:04:32 +0ms service=provider providerID=opencode found INFO 2026-01-10T15:04:32 +0ms service=provider providerID=litellm found INFO 2026-01-10T15:04:32 +0ms service=provider status=completed duration=95 state INFO 2026-01-10T15:04:32 +5ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title stream INFO 2026-01-10T15:04:32 +2ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-10T15:04:32 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-10T15:04:32 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-01-10T15:04:32 +3ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:32 +2ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:04:32 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-10T15:04:32 +21ms service=tool.registry status=started invalid INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:04:32 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:04:32 +1ms service=tool.registry status=started read INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started write INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started task INFO 2026-01-10T15:04:32 +1ms service=tool.registry status=started webfetch INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:04:32 +1ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-10T15:04:32 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-10T15:04:32 +2ms service=tool.registry status=completed duration=4 task INFO 2026-01-10T15:04:32 +28ms service=tool.registry status=completed duration=31 skill INFO 2026-01-10T15:04:32 +9ms service=session.prompt status=completed duration=70 resolveTools INFO 2026-01-10T15:04:32 +12ms service=session.processor process INFO 2026-01-10T15:04:32 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build stream INFO 2026-01-10T15:04:32 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-10T15:04:32 +1ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-01-10T15:04:32 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-10T15:04:32 +3ms service=bus type=session.status publishing INFO 2026-01-10T15:04:32 +21ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:32 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title stream INFO 2026-01-10T15:04:32 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-10T15:04:32 +2ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:32 +9ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:33 +574ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +27ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +21ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:33 +84ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:33 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:33 +113ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +12ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:33 +1ms service=bus type=message.updated publishing I need to first find the files `classifier_prompt.md` and `test_cases.json`. I will use `glob` to find these files. |  Glob app/input INFO 2026-01-10T15:04:33 +19ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:33 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:04:33 +0ms service=session.prompt step=1 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop INFO 2026-01-10T15:04:33 +17ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:33 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title stream INFO 2026-01-10T15:04:33 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-10T15:04:33 +4ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:33 +2ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:33 +3ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:33 +2ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:04:33 +1ms service=tool.registry status=started invalid INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:04:33 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started read INFO 2026-01-10T15:04:33 +1ms service=tool.registry status=started glob INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started write INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started task INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started webfetch INFO 2026-01-10T15:04:33 +1ms service=tool.registry status=started todowrite INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-10T15:04:33 +3ms service=tool.registry status=completed duration=2 grep INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=4 edit INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=4 write INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=4 webfetch INFO 2026-01-10T15:04:33 +1ms service=tool.registry status=completed duration=4 todowrite INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=4 todoread INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=6 bash INFO 2026-01-10T15:04:33 +1ms service=tool.registry status=completed duration=5 skill INFO 2026-01-10T15:04:33 +0ms service=tool.registry status=completed duration=6 task INFO 2026-01-10T15:04:33 +11ms service=session.prompt status=completed duration=19 resolveTools INFO 2026-01-10T15:04:33 +17ms service=session.processor process INFO 2026-01-10T15:04:33 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build stream INFO 2026-01-10T15:04:33 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-10T15:04:33 +15ms service=bus type=session.status publishing INFO 2026-01-10T15:04:34 +556ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +66ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +193ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:34 +59ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:34 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:34 +185ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +191ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +113ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +30ms service=lsp file=/app/input/test_cases.json touching file INFO 2026-01-10T15:04:34 +0ms service=file.time sessionID=ses_4578ffb03ffek9dye89qqmzATS file=/app/input/test_cases.json read INFO 2026-01-10T15:04:34 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:34 +1ms service=bus type=message.updated publishing The file `test_cases.json` was found at `/app/input/test_cases.json`. However, `classifier_prompt.md` was not found. I need to read the content of `test_cases.json` and try to search for `classifier_prompt.md` again. I'll use `glob` to search for it without specifying the directory. It is possible it is in the current directory and the first glob search was flawed. I'll assume the prompt content is present in `classifier_prompt.md` and attempt to read it, but since I only have `test_cases.json` I will first read that file. Since it wasn't found in the glob results, I will try to read it directly. |  Read app/input/test_cases.json INFO 2026-01-10T15:04:34 +12ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:34 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:04:34 +0ms service=session.prompt step=2 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop INFO 2026-01-10T15:04:34 +7ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:34 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title stream INFO 2026-01-10T15:04:34 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-10T15:04:34 +3ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:34 +1ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:34 +8ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:34 +1ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started invalid INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:04:34 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started read INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started write INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started task INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started webfetch INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-10T15:04:34 +1ms service=tool.registry status=completed duration=1 read INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-10T15:04:34 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-10T15:04:34 +6ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-10T15:04:34 +10ms service=session.processor process INFO 2026-01-10T15:04:34 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build stream INFO 2026-01-10T15:04:34 +2ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-10T15:04:34 +3ms service=bus type=session.status publishing ERROR 2026-01-10T15:04:35 +601ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:35 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:35 +34ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +75ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +151ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +128ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +24ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +6ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +5ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:35 +2ms service=bus type=message.updated publishing I have the `test_cases.json` content. Now I will try to read `classifier_prompt.md` to get the classification criteria. Since `glob` didn't find it explicitly, I will try to read it directly in the `/app/input` directory. INFO 2026-01-10T15:04:36 +36ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:36 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:04:36 +0ms service=session.prompt step=3 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop INFO 2026-01-10T15:04:36 +26ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:36 +1ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title stream INFO 2026-01-10T15:04:36 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-10T15:04:36 +2ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:36 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:36 +4ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:36 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started invalid INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:04:36 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=started read INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started write INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started task INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=started webfetch INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=completed duration=3 grep INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=3 edit INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=3 write INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=completed duration=3 todowrite INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=3 todoread INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=5 bash INFO 2026-01-10T15:04:36 +1ms service=tool.registry status=completed duration=4 skill INFO 2026-01-10T15:04:36 +0ms service=tool.registry status=completed duration=5 task INFO 2026-01-10T15:04:36 +2ms service=session.prompt status=completed duration=8 resolveTools INFO 2026-01-10T15:04:36 +10ms service=session.processor process INFO 2026-01-10T15:04:36 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build stream INFO 2026-01-10T15:04:36 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-10T15:04:36 +3ms service=bus type=session.status publishing ERROR 2026-01-10T15:04:36 +515ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:36 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:36 +32ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:36 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:36 +21ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:36 +204ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:37 +183ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:37 +184ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:37 +275ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:37 +84ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-10T15:04:37 +1ms service=bus type=message.updated publishing ERROR 2026-01-10T15:04:37 +50ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:37 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:37 +78ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:37 +182ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:38 +238ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:38 +224ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:38 +196ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:38 +161ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:38 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:38 +60ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:38 +193ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:39 +166ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:39 +105ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-10T15:04:39 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:39 +93ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:39 +194ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:39 +200ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:39 +52ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:39 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:39 +121ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:40 +296ms service=session.summary title=Classifying LinkedIn relationships title INFO 2026-01-10T15:04:40 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:40 +28ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:40 +148ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:40 +146ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:40 +180ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:40 +203ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:40 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:40 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:40 +5ms service=session.summary title=Classifying LinkedIn relationship interactions title INFO 2026-01-10T15:04:40 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:41 +216ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:41 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:41 +223ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:41 +190ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:41 +239ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:41 +127ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:41 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:41 +12ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:42 +177ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:42 +193ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:42 +162ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:42 +250ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:42 +175ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:42 +48ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:42 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:43 +149ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:43 +193ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:43 +211ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:43 +173ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:43 +208ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:44 +177ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:44 +43ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:44 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:44 +136ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:44 +247ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:44 +189ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:44 +209ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:45 +188ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:45 +168ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:45 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:45 +7ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:45 +245ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:45 +275ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:45 +152ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +188ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +23ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:46 +124ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:46 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:46 +9ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +188ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +168ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +183ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:46 +196ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:47 +178ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:47 +95ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:47 +1ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:47 +73ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:47 +189ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:47 +40ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:47 +20ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:47 +152ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:04:48 +600ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:04:48 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:04:49 +1102ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:49 +1ms service=bus type=file.edited publishing INFO 2026-01-10T15:04:49 +0ms service=format file=/app/input/results.json formatting INFO 2026-01-10T15:04:49 +1ms service=format name=zig ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:04:49 +1ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:04:49 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:49 +2ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:04:49 +1ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=dart ext=.json checking INFO 2026-01-10T15:04:49 +2ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:04:49 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:04:49 +6ms service=file.time sessionID=ses_4578ffb03ffek9dye89qqmzATS file=/app/input/results.json read INFO 2026-01-10T15:04:49 +0ms service=lsp file=/app/input/results.json touching file INFO 2026-01-10T15:04:49 +2ms service=bus type=message.part.updated publishing |  Write app/input/results.json INFO 2026-01-10T15:04:49 +15ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:49 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:49 +0ms service=bus type=message.updated publishing The file `classifier_prompt.md` was not found. I will proceed by using the **Key Classification Guidelines** provided in the initial prompt, as those guidelines are likely a summary of the missing file's content. The provided guidelines are: **Strong Evidence (suggests they know each other):** - Personal familiarity in tone or language - References to shared experiences, meetings, or conversations - Inside jokes or personal nicknames - Mentions of non-work related interactions - Direct personal questions or congratulations - Collaborative language suggesting ongoing relationship **Weak Evidence (suggests they might NOT know each other):** - Generic professional comments ("Great post!", "Thanks for sharing") - Purely transactional or informational exchanges - Formal, distant tone - No personalization or specific references I will classify the 18 test cases from `test_cases.json` and output the result in `results.json`. --- ### Classification The `test_cases.json` contains 18 test cases (index 0 to 17). I will analyze each: **Case 0 (Index 0):** - **Comment:** "Sarah! This is amazing - I still remember those late nights in 2019 when we were whiteboarding the first version of this in the old office. So happy to see it finally ship. Drinks soon to celebrate?" - **Evidence:** References to shared experience ("late nights in 2019," "whiteboarding the first version," "old office"), personal familiarity ("Sarah!"), and a non-work related interaction request ("Drinks soon to celebrate?"). - **Classification:** `true` **Case 1 (Index 1):** - **Comment:** "Congrats David! Well deserved." - **Evidence:** Generic professional congratulations. No personalization or shared context. - **Classification:** `false` **Case 2 (Index 2):** - **Comment:** "Haha Rach, you literally said the same thing at dinner last month and I've been thinking about it ever since. Finally convinced my team to kill our corporate-speak landing pages. You were right (as usual)." - **Evidence:** References to shared non-work related interaction ("at dinner last month"), personal nickname ("Rach"), and a familiar, teasing tone. - **Classification:** `true` **Case 3 (Index 3):** - **Comment:** "Great work! This is exactly what the field needs. Looking forward to reading the full paper." - **Evidence:** Generic professional compliment. No personalization or shared experience. - **Classification:** `false` **Case 4 (Index 4):** - **Comment:** "Tom!! I can't believe it. Remember when we both started the same week back in 2016? You've grown so much as a leader. Coffee next week - I want to hear all about what's next. And yes, I'm still holding you to that fishing trip promise ����" - **Evidence:** References to shared professional history ("started the same week back in 2016"), non-work related interaction reference ("fishing trip promise"), and a personal catch-up request ("Coffee next week"). - **Classification:** `true` **Case 5 (Index 5):** - **Comment:** "Thanks for sharing! This is really helpful advice." - **Evidence:** Generic professional appreciation. No personalization or specific context. - **Classification:** `false` **Case 6 (Index 6):** - **Comment:** "Liv! Was looking for you at the Andreessen party but couldn't find you in the crowd. Your panel was fantastic - especially the part about patient outcomes. Let's grab lunch when you're back in SF. Also, how's the new puppy adjusting??" - **Evidence:** Personal nickname/abbreviation ("Liv!"), reference to shared event ("Andreessen party"), specific non-work related personal question ("how's the new puppy adjusting??"), and a personal invitation ("Let's grab lunch"). - **Classification:** `true` **Case 7 (Index 7):** - **Comment:** "Congratulations on this milestone! ����" - **Evidence:** Generic professional congratulations. - **Classification:** `false` **Case 8 (Index 8):** - **Comment:** "PATRICIA!!! ������������ So incredibly proud of you! I've watched you grow from that nervous new grad I onboarded at LinkedIn 8 years ago to the absolute powerhouse you are today. You earned every bit of this. Dinner's on me - and bring Alex, we need to finally meet this mysterious partner of yours!" - **Evidence:** References to shared professional history ("new grad I onboarded at LinkedIn 8 years ago"), strong personal tone ("PATRICIA!!!", "So incredibly proud"), and a non-work related invitation with a reference to the candidate's personal life ("bring Alex, we need to finally meet this mysterious partner of yours!"). - **Classification:** `true` **Case 9 (Index 9):** - **Comment:** "Very insightful analysis. Would love to connect and discuss further." - **Evidence:** Generic professional interest. Transactional request to connect, not a sign of existing personal knowledge. - **Classification:** `false` **Case 10 (Index 10):** - **Comment:** "There she is!! 142% is insane Jess, but honestly not surprised. Still can't believe you closed that Walmart deal while we were at your lake house last summer - I remember you taking that call on the dock lol. We need to do that trip again, the kids are still talking about it. Congrats!! ����" - **Evidence:** Personal nickname/abbreviation ("Jess"), reference to a specific shared non-work related experience ("at your lake house last summer," "taking that call on the dock"), and mention of shared non-work related family context ("the kids are still talking about it"). - **Classification:** `true` **Case 11 (Index 11):** - **Comment:** "Interesting approach! Looking forward to reading the technical details." - **Evidence:** Generic professional interest. No personalization or shared context. - **Classification:** `false` **Case 12 (Index 12):** - **Comment:** "Steve, this post brought back so many memories from our Google days! Remember when we had to navigate that massive reorg together in 2018? Your calm under pressure taught me so much. Still using the frameworks we built together. Miss working with you - let's catch up soon. How's Emma doing at Berkeley btw?" - **Evidence:** Reference to shared employer/time period ("our Google days," "navigate that massive reorg together in 2018," "frameworks we built together"), personal familiarity ("Steve"), and a direct personal question about family ("How's Emma doing at Berkeley btw?"). - **Classification:** `true` **Case 13 (Index 13):** - **Comment:** "Great thread! Bookmarking this for future reference. Thanks for sharing your learnings." - **Evidence:** Generic professional appreciation. Informational exchange. - **Classification:** `false` **Case 14 (Index 14):** - **Comment:** "Hannah, watching your journey has been incredible. I still remember when you pitched this idea to me over coffee right before you left GS - I thought you were crazy but secretly wished I had your courage. So proud of everything you've built. Let's do our annual catch-up dinner soon? Same spot as always?" - **Evidence:** Reference to a specific shared experience/meeting ("pitched this idea to me over coffee right before you left GS"), strong personal tone, and a reference to an established non-work related ritual ("our annual catch-up dinner," "Same spot as always?"). - **Classification:** `true` **Case 15 (Index 15):** - **Comment:** "Interesting perspective. Would be curious to see some data backing this up." - **Evidence:** Professional curiosity/critique. No personalization or shared context. - **Classification:** `false` **Case 16 (Index 16):** - **Comment:** "Will!!! 15 years is incredible. You were my first mentor when I joined Amazon in 2015 and honestly you shaped my entire career. Remember when you stayed late for 3 weeks straight helping me debug that inventory system issue? I still use the debugging framework you taught me. You're the reason I became a CTO. Beers next time I'm in Seattle - non-negotiable! ����" - **Evidence:** Reference to specific shared professional history ("my first mentor when I joined Amazon in 2015"), specific shared challenge ("debug that inventory system issue"), strong personal praise ("You're the reason I became a CTO"), and a personal invitation ("Beers next time I'm in Seattle - non-negotiable!"). - **Classification:** `true` **Case 17 (Index 17):** - **Comment:** "Some valid points here. Though I think the answer is more nuanced - it depends on the type of work and team culture." - **Evidence:** Professional discussion/critique. Formal, distant tone. - **Classification:** `false` **Case 18 (Index 18):** - **Comment:** "Alex!! So proud of you and the team! This reminds me of that crazy launch we did together at Twitter - remember sleeping in the office for 3 days straight? ���� You've always had this ability to rally people. BTW, my daughter loved the birthday gift you sent - she hasn't stopped playing with it. We need to do family dinner soon, the kids keep asking about 'Auntie Alex'" - **Evidence:** Personal nickname/abbreviation ("Alex!!"), references to shared professional history ("crazy launch we did together at Twitter," "sleeping in the office"), and explicit non-work/family related content ("my daughter loved the birthday gift you sent," "family dinner soon," "Auntie Alex"). - **Classification:** `true` **Case 19 (Index 19):** - **Comment:** "Well said. Too many teams get caught up in buzzwords instead of focusing on fundamentals." - **Evidence:** Generic professional agreement/commentary. Formal tone, no personalization. - **Classification:** `false` --- ### Final Result I will now write the results to `results.json`. ```json { "classifications": [ {"case_index": 0, "knows_each_other": true}, {"case_index": 1, "knows_each_other": false}, {"case_index": 2, "knows_each_other": true}, {"case_index": 3, "knows_each_other": false}, {"case_index": 4, "knows_each_other": true}, {"case_index": 5, "knows_each_other": false}, {"case_index": 6, "knows_each_other": true}, {"case_index": 7, "knows_each_other": false}, {"case_index": 8, "knows_each_other": true}, {"case_index": 9, "knows_each_other": false}, {"case_index": 10, "knows_each_other": true}, {"case_index": 11, "knows_each_other": false}, {"case_index": 12, "knows_each_other": true}, {"case_index": 13, "knows_each_other": false}, {"case_index": 14, "knows_each_other": true}, {"case_index": 15, "knows_each_other": false}, {"case_index": 16, "knows_each_other": true}, {"case_index": 17, "knows_each_other": false}, {"case_index": 18, "knows_each_other": true}, {"case_index": 19, "knows_each_other": false} ] } ``` I noticed the provided `test_cases.json` actually has 20 cases (index 0 to 19). I corrected my classification count and will now write the results. INFO 2026-01-10T15:04:49 +8ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:49 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:04:49 +0ms service=session.prompt step=4 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop INFO 2026-01-10T15:04:49 +20ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:49 +1ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:49 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:49 +12ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:49 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=started invalid INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:04:49 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started read INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started write INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=started task INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=started webfetch INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=completed duration=3 read INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=3 grep INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=3 edit INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=3 write INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=4 bash INFO 2026-01-10T15:04:49 +1ms service=tool.registry status=completed duration=3 skill INFO 2026-01-10T15:04:49 +0ms service=tool.registry status=completed duration=5 task INFO 2026-01-10T15:04:49 +1ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-10T15:04:49 +16ms service=session.processor process INFO 2026-01-10T15:04:49 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build stream INFO 2026-01-10T15:04:49 +1ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-preview-09-2025 sessionID=ses_4578ffb03ffek9dye89qqmzATS small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{}} params INFO 2026-01-10T15:04:49 +5ms service=bus type=session.status publishing INFO 2026-01-10T15:04:50 +691ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +22ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +70ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +28ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:04:50 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:50 +5ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:50 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:04:50 +0ms service=session.prompt step=5 sessionID=ses_4578ffb03ffek9dye89qqmzATS loop I have classified all 20 test cases based on the provided guidelines and written the results to `results.json`. The task is complete. INFO 2026-01-10T15:04:50 +18ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:50 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:04:50 +0ms service=bus type=session.updated publishing INFO 2026-01-10T15:04:50 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:04:50 +6ms service=session.prompt sessionID=ses_4578ffb03ffek9dye89qqmzATS exiting loop INFO 2026-01-10T15:04:50 +1ms service=session.compaction pruning INFO 2026-01-10T15:04:50 +2ms service=session.prompt sessionID=ses_4578ffb03ffek9dye89qqmzATS cancel INFO 2026-01-10T15:04:50 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:04:50 +0ms service=bus type=session.idle publishing INFO 2026-01-10T15:04:50 +2ms service=default directory=/app/input disposing instance INFO 2026-01-10T15:04:50 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-10T15:04:50 +1ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.