/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_20260207_150128/task5_dedup_contact/openrouter-google-gemini-2.5-flash-lite-preview-09-2025/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 07a0e8a2 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 154 models to OpenCode configuration Added openrouter standard provider with 345 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-flash-lite-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 Created contacts.csv with 50 contacts (35 unique + 15 duplicates) --- TASK BEGIN --- # Contact List Deduplicator You have a CSV file `contacts.csv` containing contact information with potential duplicates. Your task is to identify and merge duplicate contacts based on matching criteria, then generate a JSON report. ## Duplicate Detection Rules Two contacts are duplicates if ANY of the following match: 1. **Phone numbers match** (after normalization - remove spaces, dashes, parentheses) 2. **Email addresses match** (case-insensitive) 3. **Names are very similar** (exact match ignoring case, or initials match with same last name) ## Requirements 1. Read `contacts.csv` 2. Identify all duplicate contacts 3. Generate `deduped.json` with this exact structure: ```json { "original_count": 100, "unique_count": 85, "duplicates_found": 15, "duplicate_groups": [ { "primary": { "name": "John Smith", "email": "john.smith@example.com", "phone": "555-1234", "company": "Acme Corp" }, "duplicates": [ { "name": "J. Smith", "email": "jsmith@example.com", "phone": "555-1234", "company": "Acme Corp" } ], "match_reason": "phone" } ] } ``` ## Important Notes - The primary contact should be the one with the most complete information (fewest empty fields) - Normalize phone numbers before comparison: remove all spaces, dashes, and parentheses - Email matching should be case-insensitive - Match reasons can be: "phone", "email", "name", or combinations like "phone_and_email" - Each duplicate group should list the primary contact and all its duplicates - Original count includes all contacts, unique count is after deduplication - Duplicates found is the number of duplicate entries (not the number of groups) PS: You are currently working in an automated system and cannot ask any question or have back and forth with an user. --- TASK END --- INFO 2026-02-07T15:53:19 +1332ms service=default version=1.1.51 args=["run","--print-logs"] opencode INFO 2026-02-07T15:53:19 +15ms service=default directory=/app/input creating instance INFO 2026-02-07T15:53:19 +8ms service=project directory=/app/input fromDirectory INFO 2026-02-07T15:53:19 +40ms service=storage index=0 running migration INFO 2026-02-07T15:53:19 +39ms service=storage index=1 running migration INFO 2026-02-07T15:53:19 +55ms service=default directory=/app/input bootstrapping INFO 2026-02-07T15:53:19 +43ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-02-07T15:53:19 +287ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-02-07T15:53:19 +8ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-02-07T15:53:19 +37ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.51","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-07T15:53:20 +763ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.51 3 packages installed [737.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-02-07T15:53:20 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-02-07T15:53:20 +19ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [5.00ms] stderr= done INFO 2026-02-07T15:53:20 +10ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-02-07T15:53:20 +2ms service=plugin name=CopilotAuthPlugin loading internal plugin INFO 2026-02-07T15:53:20 +1ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin INFO 2026-02-07T15:53:20 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution INFO 2026-02-07T15:53:20 +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@0.0.13"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-07T15:53:21 +756ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-anthropic-auth@0.0.13 13 packages installed [738.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-02-07T15:53:21 +86ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin INFO 2026-02-07T15:53:21 +4ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution INFO 2026-02-07T15:53:21 +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","@gitlab/opencode-gitlab-auth@1.3.2"] cwd=/home/cubbi/.cache/opencode running INFO 2026-02-07T15:53:22 +1317ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-anthropic-auth@0.0.13 installed @gitlab/opencode-gitlab-auth@1.3.2 77 packages installed [1292.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [247] Saved lockfile done INFO 2026-02-07T15:53:23 +208ms service=bus type=* subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=session.updated subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=message.updated subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=message.part.updated subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=session.updated subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=message.updated subscribing INFO 2026-02-07T15:53:23 +1ms service=bus type=message.part.updated subscribing INFO 2026-02-07T15:53:23 +0ms service=bus type=session.diff subscribing INFO 2026-02-07T15:53:23 +0ms service=format init INFO 2026-02-07T15:53:23 +0ms service=bus type=file.edited subscribing INFO 2026-02-07T15:53:23 +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, kotlin-ls, yaml-ls, lua-ls, php intelephense, prisma, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-02-07T15:53:23 +7ms service=scheduler id=snapshot.cleanup run INFO 2026-02-07T15:53:23 +1ms service=scheduler id=tool.truncation.cleanup run INFO 2026-02-07T15:53:23 +1ms service=bus type=command.executed subscribing INFO 2026-02-07T15:53:23 +84ms service=server method=POST path=/session request INFO 2026-02-07T15:53:23 +3ms service=server status=started method=POST path=/session request INFO 2026-02-07T15:53:23 +8ms service=session id=ses_3c73131bbffexeMaoYN1phLxqt slug=clever-squid version=1.1.51 projectID=global directory=/app/input title=New session - 2026-02-07T15:53:23.269Z permission=[{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] time={"created":1770479603269,"updated":1770479603269} created INFO 2026-02-07T15:53:23 +21ms service=bus type=session.created publishing INFO 2026-02-07T15:53:23 +1ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:23 +5ms service=server status=completed duration=35 method=POST path=/session request INFO 2026-02-07T15:53:23 +1ms service=server method=GET path=/config request INFO 2026-02-07T15:53:23 +1ms service=server status=started method=GET path=/config request INFO 2026-02-07T15:53:23 +0ms service=server status=completed duration=0 method=GET path=/config request INFO 2026-02-07T15:53:23 +11ms service=server method=GET path=/event request INFO 2026-02-07T15:53:23 +1ms service=server status=started method=GET path=/event request INFO 2026-02-07T15:53:23 +0ms service=server method=POST path=/session/ses_3c73131bbffexeMaoYN1phLxqt/message request INFO 2026-02-07T15:53:23 +0ms service=server status=started method=POST path=/session/ses_3c73131bbffexeMaoYN1phLxqt/message request INFO 2026-02-07T15:53:23 +1ms service=server event connected INFO 2026-02-07T15:53:23 +11ms service=bus type=* subscribing INFO 2026-02-07T15:53:23 +9ms service=server status=completed duration=21 method=GET path=/event request INFO 2026-02-07T15:53:23 +3ms service=server status=completed duration=24 method=POST path=/session/ses_3c73131bbffexeMaoYN1phLxqt/message request INFO 2026-02-07T15:53:23 +62ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:23 +4ms service=provider status=started state INFO 2026-02-07T15:53:23 +53ms service=provider init INFO 2026-02-07T15:53:23 +18ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:23 +3ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:23 +12ms service=bus type=session.status publishing INFO 2026-02-07T15:53:23 +0ms service=session.prompt step=0 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:23 +60ms service=provider providerID=openrouter found INFO 2026-02-07T15:53:23 +0ms service=provider providerID=opencode found INFO 2026-02-07T15:53:23 +0ms service=provider providerID=litellm found INFO 2026-02-07T15:53:23 +0ms service=provider status=completed duration=146 state INFO 2026-02-07T15:53:23 +10ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=true agent=title mode=primary stream INFO 2026-02-07T15:53:23 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-07T15:53:23 +3ms service=provider providerID=openrouter pkg=@openrouter/ai-sdk-provider using bundled provider INFO 2026-02-07T15:53:23 +0ms service=provider status=completed duration=3 providerID=openrouter getSDK INFO 2026-02-07T15:53:23 +3ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:23 +4ms service=session.prompt status=started resolveTools  > build �� google/gemini-2.5-flash-lite-preview-09-2025  INFO 2026-02-07T15:53:23 +40ms service=tool.registry status=started invalid INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started question INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started bash INFO 2026-02-07T15:53:23 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:53:23 +3ms service=tool.registry status=started read INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:53:23 +1ms service=tool.registry status=started grep INFO 2026-02-07T15:53:23 +1ms service=tool.registry status=started edit INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started write INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started task INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=started todowrite INFO 2026-02-07T15:53:23 +1ms service=tool.registry status=started skill INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=7 invalid INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=7 question INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=3 read INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-07T15:53:23 +1ms service=tool.registry status=completed duration=2 webfetch INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=8 bash INFO 2026-02-07T15:53:23 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-02-07T15:53:23 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:23 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:23 +0ms service=tool.registry status=completed duration=4 task INFO 2026-02-07T15:53:23 +13ms service=session.prompt status=completed duration=63 resolveTools INFO 2026-02-07T15:53:23 +37ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:23 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=true agent=title mode=primary stream INFO 2026-02-07T15:53:23 +5ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:23 +6ms service=session.processor process INFO 2026-02-07T15:53:23 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=false agent=build mode=primary stream INFO 2026-02-07T15:53:23 +0ms service=provider status=started providerID=openrouter getSDK INFO 2026-02-07T15:53:23 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-02-07T15:53:23 +1ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:23 +17ms service=bus type=session.status publishing INFO 2026-02-07T15:53:24 +412ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +8ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +61ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +71ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:24 +14ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +64ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +131ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +88ms service=session.summary title=Contact list deduplication task title INFO 2026-02-07T15:53:24 +1ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:24 +92ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:24 +201ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +298ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +243ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +238ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +38ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +35ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +55ms service=bus type=message.part.updated publishing I understand the task. I need to deduplicate contacts from `contacts.csv` based on complex rules, select a primary contact for each group, and output a structured JSON report to `deduped.json`. Since I cannot ask questions, I must rely on the provided context and will have to infer the best way to proceed. The task involves data processing, file I/O, and complex logic that is best suited for a script. Since the environment is a persistent shell, I will use a Python script to handle the CSV reading, data normalization, comparison logic, and JSON generation. First, I will check the environment. Since this is a new task and I don't see any files, I will use `ls` to check the current directory content. Then, I will write the Python script to perform the required logic. I will use the `task` tool to launch a `general` agent to perform this complex, multi-step data processing task, as writing and executing a full script is better suited for an agent designed for complex execution flows rather than sequential manual tool calls. However, since the instructions state "You are currently working in an automated system and cannot ask any question or have back and forth with an user," and the environment information shows no files, I must first check if `contacts.csv` exists. If it doesn't, the task is impossible as stated. I will try to read it first. I will start by listing the files to confirm the presence of `contacts.csv`. First step: List files to check for `contacts.csv`.  INFO 2026-02-07T15:53:25 +64ms service=permission permission=bash pattern=ls -F ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-07T15:53:25 +0ms service=permission permission=bash pattern=ls -F action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-02-07T15:53:25 +17ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +15ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +13ms service=bus type=message.part.updated publishing $ ls -F contacts.csv  INFO 2026-02-07T15:53:25 +30ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:25 +4ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:25 +19ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:25 +1ms service=bus type=session.status publishing INFO 2026-02-07T15:53:25 +0ms service=session.prompt step=1 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:25 +12ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:25 +10ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:25 +1ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:25 +8ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:25 +2ms service=session.prompt status=started resolveTools INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=started invalid INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started question INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=started bash INFO 2026-02-07T15:53:25 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:53:25 +12ms service=tool.registry status=started read INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=started grep INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started edit INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started write INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started task INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started todowrite INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=started skill INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=completed duration=15 invalid INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=15 question INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=2 read INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=1 write INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=completed duration=2 webfetch INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=15 bash INFO 2026-02-07T15:53:25 +1ms service=tool.registry status=completed duration=3 skill INFO 2026-02-07T15:53:25 +2ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:25 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:25 +0ms service=tool.registry status=completed duration=5 task INFO 2026-02-07T15:53:25 +6ms service=session.prompt status=completed duration=26 resolveTools INFO 2026-02-07T15:53:25 +12ms service=session.processor process INFO 2026-02-07T15:53:25 +4ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=false agent=build mode=primary stream INFO 2026-02-07T15:53:26 +71ms service=bus type=session.status publishing INFO 2026-02-07T15:53:26 +521ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +10ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +18ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +98ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +28ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +1ms service=permission permission=read pattern=/app/input/contacts.csv ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"plan_enter","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"plan_enter","pattern":"*","action":"deny"},{"permission":"plan_exit","pattern":"*","action":"deny"}] evaluate INFO 2026-02-07T15:53:26 +6ms service=permission permission=read pattern=/app/input/contacts.csv action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-02-07T15:53:26 +10ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +21ms service=bus type=message.part.updated publishing I found `contacts.csv`. Now I will attempt to read its contents to understand its structure, which is critical for writing the deduplication script. Second step: Read `contacts.csv` to inspect the structure.  INFO 2026-02-07T15:53:26 +9ms service=lsp file=/app/input/contacts.csv touching file INFO 2026-02-07T15:53:26 +1ms service=file.time sessionID=ses_3c73131bbffexeMaoYN1phLxqt file=/app/input/contacts.csv read INFO 2026-02-07T15:53:26 +2ms service=bus type=message.part.updated publishing ��� Read contacts.csv INFO 2026-02-07T15:53:26 +8ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:26 +3ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:26 +32ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:26 +2ms service=bus type=session.status publishing INFO 2026-02-07T15:53:26 +1ms service=session.prompt step=2 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:26 +20ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:26 +3ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:26 +4ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:26 +2ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:26 +1ms service=session.prompt status=started resolveTools INFO 2026-02-07T15:53:26 +2ms service=tool.registry status=started invalid INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=started question INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=started bash INFO 2026-02-07T15:53:26 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started read INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=started grep INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started edit INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started write INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started task INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=started todowrite INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=started skill INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=4 invalid INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=completed duration=4 question INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=3 read INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=completed duration=3 edit INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=3 write INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=3 webfetch INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-02-07T15:53:26 +1ms service=tool.registry status=completed duration=5 bash INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=3 skill INFO 2026-02-07T15:53:26 +1ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:26 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:26 +0ms service=tool.registry status=completed duration=5 task INFO 2026-02-07T15:53:26 +7ms service=session.prompt status=completed duration=17 resolveTools INFO 2026-02-07T15:53:26 +6ms service=session.processor process INFO 2026-02-07T15:53:26 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=false agent=build mode=primary stream INFO 2026-02-07T15:53:26 +15ms service=bus type=session.status publishing INFO 2026-02-07T15:53:27 +496ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +5ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +107ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +50ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +83ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +80ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +146ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:27 +83ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:28 +164ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:28 +182ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:28 +215ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:28 +207ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:28 +237ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +174ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +160ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +166ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +154ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +178ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:29 +187ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +161ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +192ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +160ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +149ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +148ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:30 +173ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +177ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +141ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +167ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +162ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +149ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:31 +140ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:32 +192ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:32 +204ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:32 +356ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:32 +119ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:32 +227ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +226ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +34ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +26ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +24ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +22ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +23ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +134ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +147ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +167ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:33 +149ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +154ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +174ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +170ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +169ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +126ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:34 +157ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +154ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +164ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +151ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +162ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +145ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +169ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:35 +146ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:36 +163ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:36 +176ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:36 +173ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:36 +150ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:36 +168ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +220ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +36ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +24ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +28ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +30ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +33ms service=bus type=message.part.updated publishing  The file structure is a standard CSV with headers: `name,email,phone,company`. I have identified several potential duplicates based on the sample data: * **Group 1 (Lines 37, 38, 39):** John Smith / J. Smith with phone `555-1234` and email `john.smith@example.com` or `jsmith@example.com`. * **Group 2 (Lines 40, 41):** Sarah Johnson with phone `555-2345` and email `sarah.j@company.com` (case-insensitive match). * **Group 3 (Lines 42, 43):** Michael Brown / M. Brown with phone `555-3456` and email `mike.b@business.com`. * **Group 4 (Lines 44, 45):** Jennifer Davis with phone `555-4567` but slightly different company names. * **Group 5 (Lines 46, 47):** Robert Wilson with phone `555-5678` and email `robert.w@corp.com` (phone format difference). * **Group 6 (Lines 48, 49):** Lisa Anderson with phone `555-6789` and slightly different emails. * **Group 7 (Lines 50, 51):** Thomas Clark / T. Clark with phone `555-7890` and email `thomas.c@tech.com`. Since this is a complex, multi-step data manipulation task that requires writing and executing a script to adhere to all specified rules (normalization, case-insensitivity, comparison logic, primary selection, and JSON output format), I will use the `task` tool with the `general` agent to perform this autonomously. I will provide the agent with the exact file content, the rules, and the required output structure. The task prompt will be: "You are an expert Python data engineer. Your goal is to process the content of 'contacts.csv' to find and merge duplicate contacts according to strict rules, and then generate a JSON report named 'deduped.json' with a specific schema. **Input CSV Content (Lines 1-52):** ``` name,email,phone,company Alice Johnson,alice.j@techcorp.com,555-0101,TechCorp Bob Martinez,bob.m@example.com,555-0102,Example Inc Carol White,carol.white@startup.io,555-0103,Startup IO David Chen,david.chen@bigco.com,555-0104,BigCo Emma Wilson,emma.w@smallbiz.net,555-0105,SmallBiz Frank Brown,frank.b@agency.com,555-0106,Agency Co Grace Lee,grace.lee@consulting.com,555-0107,Consulting Henry Davis,henry.d@finance.com,555-0108,Finance Corp Iris Taylor,iris.taylor@media.com,555-0109,Media Co Jack Anderson,jack.a@retail.com,555-0110,Retail Corp Karen Thomas,karen.t@healthcare.com,555-0111,HealthCare Larry Moore,larry.m@education.org,555-0112,Education Monica Jackson,monica.j@nonprofit.org,555-0113,NonProfit Nathan Harris,nathan.h@logistics.com,555-0114,Logistics Olivia Martin,olivia.m@travel.com,555-0115,Travel Agency Paul Garcia,paul.g@restaurant.com,555-0116,Restaurant Quinn Rodriguez,quinn.r@hotel.com,555-0117,Hotel Group Rachel Lewis,rachel.l@bookstore.com,555-0118,Bookstore Steve Walker,steve.w@gym.com,555-0119,Gym Corp Tina Hall,tina.h@salon.com,555-0120,Salon Uma Allen,uma.allen@law.com,555-0121,Law Firm Victor Young,victor.y@architecture.com,555-0122,Architecture Wendy King,wendy.k@design.com,555-0123,Design Studio Xavier Wright,xavier.w@photography.com,555-0124,Photography Yara Lopez,yara.l@music.com,555-0125,Music Studio Zack Hill,zack.h@sports.com,555-0126,Sports Co Anna Scott,anna.s@fashion.com,555-0127,Fashion Brand Brian Green,brian.g@jewelry.com,555-0128,Jewelry Store Chloe Adams,chloe.a@bakery.com,555-0129,Bakery Derek Baker,derek.b@coffee.com,555-0130,Coffee Shop Ella Nelson,ella.n@tea.com,555-0131,Tea House Felix Carter,felix.c@wine.com,555-0132,Wine Bar Gina Mitchell,gina.m@brewery.com,555-0133,Brewery Hugo Perez,hugo.p@distillery.com,555-0134,Distillery Isla Roberts,isla.r@vineyard.com,555-0135,Vineyard John Smith,john.smith@example.com,555-1234,Acme Corp J. Smith,jsmith@example.com,555-1234,Acme Corp John Smith,john.smith@example.com,(555) 1234,Acme Corp Sarah Johnson,sarah.j@company.com,555-2345,Company Ltd Sarah Johnson,SARAH.J@COMPANY.COM,555-2345,Company Ltd Michael Brown,mike.b@business.com,555-3456,Business Inc M. Brown,mike.b@business.com,555-3456,Business Inc Jennifer Davis,jennifer.d@firm.com,555-4567,Firm LLC Jennifer Davis,jen.d@otherfirm.com,555-4567,Other Firm Robert Wilson,robert.w@corp.com,555-5678,Corp Group Robert Wilson,robert.w@corp.com,555 5678,Corp Group Lisa Anderson,lisa.a@services.com,555-6789,Services Co Lisa Anderson,lisa.anderson@services.com,555-6789,Services Co Thomas Clark,thomas.c@tech.com,555-7890,Tech Inc T. Clark,thomas.c@tech.com,555-7890,Tech Inc ``` **Deduplication Rules:** 1. **Phone Match:** Match if normalized phones are identical (normalize: remove all spaces, dashes, parentheses). 2. **Email Match:** Match if emails are identical (case-insensitive). 3. **Name Similarity Match:** Match if (a) names are identical ignoring case, OR (b) initials match the last name (e.g., 'J. Smith' matches 'John Smith' if last names are 'Smith'). **Primary Contact Selection:** - The primary contact for a group must be the one with the *most complete information* (i.e., the fewest empty/null fields across all columns: name, email, phone, company). If there's a tie, choose the one that appears first in the original file. **Output Schema (`deduped.json`):** Use the structure provided in the prompt, ensuring `original_count` is 52 (including the header line count error), `unique_count` is the count of unique records, `duplicates_found` is the total number of duplicate records merged, and `match_reason` is descriptive (e.g., "phone", "email", "name", "phone_and_email"). Write a complete, self-contained Python script that reads the content of `contacts.csv` (provided above), executes the logic, and writes the final JSON to `/app/input/deduped.json`.",prompt:You are an expert Python data engineer. Your goal is to process the content of 'contacts.csv' to find and merge duplicate contacts according to strict rules, and then generate a JSON report named 'deduped.json' with a specific schema. **Input CSV Content (Lines 1-52):** ``` name,email,phone,company Alice Johnson,alice.j@techcorp.com,555-0101,TechCorp Bob Martinez,bob.m@example.com,555-0102,Example Inc Carol White,carol.white@startup.io,555-0103,Startup IO David Chen,david.chen@bigco.com,555-0104,BigCo Emma Wilson,emma.w@smallbiz.net,555-0105,SmallBiz Frank Brown,frank.b@agency.com,555-0106,Agency Co Grace Lee,grace.lee@consulting.com,555-0107,Consulting Henry Davis,henry.d@finance.com,555-0108,Finance Corp Iris Taylor,iris.taylor@media.com,555-0109,Media Co Jack Anderson,jack.a@retail.com,555-0110,Retail Corp Karen Thomas,karen.t@healthcare.com,555-0111,HealthCare Larry Moore,larry.m@education.org,555-0112,Education Monica Jackson,monica.j@nonprofit.org,555-0113,NonProfit Nathan Harris,nathan.h@logistics.com,555-0114,Logistics Olivia Martin,olivia.m@travel.com,555-0115,Travel Agency Paul Garcia,paul.g@restaurant.com,555-0116,Restaurant Quinn Rodriguez,quinn.r@hotel.com,555-0117,Hotel Group Rachel Lewis,rachel.l@bookstore.com,555-0118,Bookstore Steve Walker,steve.w@gym.com,555-0119,Gym Corp Tina Hall,tina.h@salon.com,555-0120,Salon Uma Allen,uma.allen@law.com,555-0121,Law Firm Victor Young,victor.y@architecture.com,555-0122,Architecture Wendy King,wendy.k@design.com,555-0123,Design Studio Xavier Wright,xavier.w@photography.com,555-0124,Photography Yara Lopez,yara.l@music.com,555-0125,Music Studio Zack Hill,zack.h@sports.com,555-0126,Sports Co Anna Scott,anna.s@fashion.com,555-0127,Fashion Brand Brian Green,brian.g@jewelry.com,555-0128,Jewelry Store Chloe Adams,chloe.a@bakery.com,555-0129,Bakery Derek Baker,derek.b@coffee.com,555-0130,Coffee Shop Ella Nelson,ella.n@tea.com,555-0131,Tea House Felix Carter,felix.c@wine.com,555-0132,Wine Bar Gina Mitchell,gina.m@brewery.com,555-0133,Brewery Hugo Perez,hugo.p@distillery.com,555-0134,Distillery Isla Roberts,isla.r@vineyard.com,555-0135,Vineyard John Smith,john.smith@example.com,555-1234,Acme Corp J. Smith,jsmith@example.com,555-1234,Acme Corp John Smith,john.smith@example.com,(555) 1234,Acme Corp Sarah Johnson,sarah.j@company.com,555-2345,Company Ltd Sarah Johnson,SARAH.J@COMPANY.COM,555-2345,Company Ltd Michael Brown,mike.b@business.com,555-3456,Business Inc M. Brown,mike.b@business.com,555-3456,Business Inc Jennifer Davis,jennifer.d@firm.com,555-4567,Firm LLC Jennifer Davis,jen.d@otherfirm.com,555-4567,Other Firm Robert Wilson,robert.w@corp.com,555-5678,Corp Group Robert Wilson,robert.w@corp.com,555 5678,Corp Group Lisa Anderson,lisa.a@services.com,555-6789,Services Co Lisa Anderson,lisa.anderson@services.com,555-6789,Services Co Thomas Clark,thomas.c@tech.com,555-7890,Tech Inc T. Clark,thomas.c@tech.com,555-7890,Tech Inc ``` **Deduplication Rules:** 1. **Phone Match:** Match if normalized phones are identical (normalize: remove all spaces, dashes, parentheses). 2. **Email Match:** Match if emails are identical (case-insensitive). 3. **Name Similarity Match:** Match if (a) names are identical ignoring case, OR (b) initials match the last name (e.g., 'J. Smith' matches 'John Smith' if last names are 'Smith'). **Primary Contact Selection:** - The primary contact for a group must be the one with the *most complete information* (i.e., the fewest empty/null fields across all columns: name, email, phone, company). If there's a tie, choose the one that appears first in the original file. **Output Schema (`deduped.json`):** Use the structure provided in the prompt, ensuring `original_count` is 52 (including the header line count error), `unique_count` is the count of unique records, `duplicates_found` is the total number of duplicate records merged, and `match_reason` is descriptive (e.g., "phone", "email", "name", "phone_and_email"). Write a complete, self-contained Python script that reads the content of `contacts.csv` (provided above), executes the logic, and writes the final JSON to `/app/input/deduped.json`. ,subagent_type:general  INFO 2026-02-07T15:53:37 +6ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +6ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +23ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +1ms service=bus type=session.status publishing INFO 2026-02-07T15:53:37 +0ms service=session.prompt step=3 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:37 +67ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +4ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:37 +0ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:37 +1ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +1ms service=session.prompt status=started resolveTools INFO 2026-02-07T15:53:37 +3ms service=tool.registry status=started invalid INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started question INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started bash INFO 2026-02-07T15:53:37 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started read INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started grep INFO 2026-02-07T15:53:37 +1ms service=tool.registry status=started edit INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started write INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started task INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started todowrite INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started skill INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 question INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 read INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 write INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-07T15:53:37 +3ms service=tool.registry status=completed duration=3 skill INFO 2026-02-07T15:53:37 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:37 +1ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=4 task INFO 2026-02-07T15:53:37 +5ms service=session.prompt status=completed duration=13 resolveTools INFO 2026-02-07T15:53:37 +5ms service=session.processor process INFO 2026-02-07T15:53:37 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=false agent=build mode=primary stream INFO 2026-02-07T15:53:37 +9ms service=bus type=session.status publishing INFO 2026-02-07T15:53:37 +530ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +2ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +6ms service=bus type=message.part.updated publishing  INFO 2026-02-07T15:53:37 +4ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:37 +3ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +7ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +0ms service=bus type=session.status publishing INFO 2026-02-07T15:53:37 +0ms service=session.prompt step=4 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:37 +10ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +2ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:37 +0ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:37 +5ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:37 +0ms service=session.prompt status=started resolveTools INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started invalid INFO 2026-02-07T15:53:37 +1ms service=tool.registry status=started question INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started bash INFO 2026-02-07T15:53:37 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started read INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started glob INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started grep INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started edit INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started write INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started task INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started webfetch INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started todowrite INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=started skill INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 question INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 read INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-02-07T15:53:37 +1ms service=tool.registry status=completed duration=1 write INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-02-07T15:53:37 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:37 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-02-07T15:53:37 +0ms service=tool.registry status=completed duration=1 task INFO 2026-02-07T15:53:37 +3ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-02-07T15:53:37 +18ms service=session.processor process INFO 2026-02-07T15:53:37 +0ms service=llm providerID=openrouter modelID=google/gemini-2.5-flash-lite-preview-09-2025 sessionID=ses_3c73131bbffexeMaoYN1phLxqt small=false agent=build mode=primary stream INFO 2026-02-07T15:53:37 +5ms service=bus type=session.status publishing INFO 2026-02-07T15:53:38 +398ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:38 +30ms service=bus type=message.part.updated publishing INFO 2026-02-07T15:53:38 +0ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:38 +2ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:38 +0ms service=bus type=session.status publishing INFO 2026-02-07T15:53:38 +1ms service=session.prompt step=5 sessionID=ses_3c73131bbffexeMaoYN1phLxqt loop INFO 2026-02-07T15:53:38 +49ms service=bus type=message.updated publishing INFO 2026-02-07T15:53:38 +10ms service=bus type=session.updated publishing INFO 2026-02-07T15:53:38 +0ms service=bus type=session.diff publishing INFO 2026-02-07T15:53:38 +21ms service=session.prompt sessionID=ses_3c73131bbffexeMaoYN1phLxqt exiting loop INFO 2026-02-07T15:53:38 +1ms service=session.compaction pruning INFO 2026-02-07T15:53:38 +3ms service=session.prompt sessionID=ses_3c73131bbffexeMaoYN1phLxqt cancel INFO 2026-02-07T15:53:38 +1ms service=bus type=session.status publishing INFO 2026-02-07T15:53:38 +0ms service=bus type=session.idle publishing INFO 2026-02-07T15:53:38 +3ms service=default directory=/app/input disposing instance INFO 2026-02-07T15:53:38 +2ms service=state key=/app/input waiting for state disposal to complete INFO 2026-02-07T15:53:38 +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.