/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_20260215_150129/task5_dedup_contact/openrouter-anthropic-claude-sonnet-4.5/workspace to /app
No project_name provided - skipping configuration directory setup.
Session created successfully!
Session ID: 2b9ce4e4
Image: opencode
Executing command and waiting for completion...
Container will exit after command completes.
Command logs:
Initializing opencode v1.0.0
Setting up user 'cubbi' with UID: 1000, GID: 1000
Setting up standard directories
Created directory: /app
Created directory: /cubbi-config
Created directory: /cubbi-config/home
Creating /home/cubbi as symlink to /cubbi-config/home
Created directory: /cubbi-config/home/.local
Copied /root/.local/bin to user directory
Running opencode-specific initialization
Added litellm custom provider with 169 models to OpenCode configuration
Added openrouter standard provider with 340 models to OpenCode configuration
Set default model to openrouter/anthropic/claude-sonnet-4.5
Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers
No MCP servers to integrate
--- Executing initial command ---
Executing user command:
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

Executing as cubbi: sh -c
    if [ -f install.sh ]; then bash install.sh; fi;
    echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---";
    cd input && opencode run --print-logs < ../task.md

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  2026-02-15T16:01:11 +1369ms service=default version=1.1.51 args=["run","--print-logs"] opencode
INFO  2026-02-15T16:01:11 +23ms service=default directory=/app/input creating instance
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INFO  2026-02-15T16:01:12 +17ms 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  2026-02-15T16:01:12 +696ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.1.51

3 packages installed [672.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-02-15T16:01:12 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running
INFO  2026-02-15T16:01:12 +17ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [9.00ms]
 stderr= done
INFO  2026-02-15T16:01:12 +31ms service=plugin name=CodexAuthPlugin loading internal plugin
INFO  2026-02-15T16:01:12 +1ms service=plugin name=CopilotAuthPlugin loading internal plugin
INFO  2026-02-15T16:01:12 +1ms service=plugin path=opencode-anthropic-auth@0.0.13 loading plugin
INFO  2026-02-15T16:01:12 +13ms service=bun pkg=opencode-anthropic-auth version=0.0.13 installing package using Bun's default registry resolution
INFO  2026-02-15T16:01:12 +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  2026-02-15T16:01:13 +826ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-anthropic-auth@0.0.13

13 packages installed [786.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
INFO  2026-02-15T16:01:13 +94ms service=plugin path=@gitlab/opencode-gitlab-auth@1.3.2 loading plugin
INFO  2026-02-15T16:01:13 +3ms service=bun pkg=@gitlab/opencode-gitlab-auth version=1.3.2 installing package using Bun's default registry resolution
INFO  2026-02-15T16:01:13 +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  2026-02-15T16:01:14 +1051ms 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 [1023.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [247]
Saved lockfile
 done
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INFO  2026-02-15T16:01:14 +9ms service=scheduler id=snapshot.cleanup run
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INFO  2026-02-15T16:01:15 +9ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=true agent=title mode=primary stream
INFO  2026-02-15T16:01:15 +2ms service=provider status=started providerID=openrouter getSDK
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> build �� anthropic/claude-sonnet-4.5

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INFO  2026-02-15T16:01:15 +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
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INFO  2026-02-15T16:01:17 +5ms 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  2026-02-15T16:01:17 +3ms service=permission permission=read pattern=/app/input/contacts.csv action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:01:17 +10ms service=bus type=message.part.updated publishing
I'll help you create a contact list deduplicator. Let me start by reading the CSV file to understand its structure.

INFO  2026-02-15T16:01:17 +48ms service=lsp file=/app/input/contacts.csv touching file
INFO  2026-02-15T16:01:17 +2ms service=file.time sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV file=/app/input/contacts.csv read
INFO  2026-02-15T16:01:17 +14ms service=bus type=message.part.updated publishing
��� Read contacts.csv
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INFO  2026-02-15T16:01:17 +0ms service=tool.registry status=completed duration=7 bash
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INFO  2026-02-15T16:01:17 +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  2026-02-15T16:01:17 +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  2026-02-15T16:01:17 +0ms service=tool.registry status=completed duration=6 task
INFO  2026-02-15T16:01:17 +11ms service=session.prompt status=completed duration=23 resolveTools
INFO  2026-02-15T16:01:17 +31ms service=session.processor process
INFO  2026-02-15T16:01:17 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:01:17 +58ms service=bus type=session.status publishing
INFO  2026-02-15T16:01:18 +288ms service=session.summary title=Contact list deduplication task title
INFO  2026-02-15T16:01:18 +3ms service=bus type=message.updated publishing
INFO  2026-02-15T16:01:18 +580ms service=bus type=message.part.updated publishing
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INFO  2026-02-15T16:01:18 +23ms service=session.summary title=Contact list deduplication task title
INFO  2026-02-15T16:01:18 +12ms service=bus type=message.updated publishing
INFO  2026-02-15T16:01:18 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:01:19 +62ms service=bus type=message.part.updated publishing
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INFO  2026-02-15T16:01:19 +252ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:01:44 +24782ms service=permission permission=edit pattern=app/input/deduplicate_contacts.py 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  2026-02-15T16:01:44 +0ms service=permission permission=edit pattern=app/input/deduplicate_contacts.py action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:01:44 +0ms service=bus type=file.edited publishing
INFO  2026-02-15T16:01:44 +1ms service=format file=/app/input/deduplicate_contacts.py formatting
INFO  2026-02-15T16:01:44 +9ms service=format name=zig ext=.py checking
INFO  2026-02-15T16:01:44 +0ms service=format name=uv ext=.py checking
INFO  2026-02-15T16:01:44 +22ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:01:44 +31ms service=bus type=message.part.updated publishing

Now I'll create a Python script to deduplicate the contacts and generate the required JSON report.

INFO  2026-02-15T16:01:44 +35ms service=format name=uv ext=.py enabled
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INFO  2026-02-15T16:01:44 +0ms service=format command=["uv","format","--","$FILE"] running
INFO  2026-02-15T16:01:45 +950ms service=bus type=file.watcher.updated publishing
INFO  2026-02-15T16:01:45 +2ms service=file.time sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV file=/app/input/deduplicate_contacts.py read
INFO  2026-02-15T16:01:45 +3ms service=lsp file=/app/input/deduplicate_contacts.py touching file
  ���� Resolving [1/1]   ���� pyright [7/6]   ���� pyright [7/6]   ���� Saving lockfile... INFO  2026-02-15T16:01:47 +2025ms service=lsp serverID=pyright spawned lsp server
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INFO  2026-02-15T16:01:47 +37ms service=lsp.client serverID=pyright sending initialize
INFO  2026-02-15T16:01:49 +2057ms service=lsp.client serverID=pyright initialized
INFO  2026-02-15T16:01:49 +1ms service=bus type=lsp.updated publishing
INFO  2026-02-15T16:01:49 +3ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py waiting for diagnostics
INFO  2026-02-15T16:01:49 +1ms service=bus type=lsp.client.diagnostics subscribing
INFO  2026-02-15T16:01:49 +3ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py workspace/didChangeWatchedFiles
INFO  2026-02-15T16:01:49 +2ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py textDocument/didOpen
INFO  2026-02-15T16:01:52 +2998ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2026-02-15T16:01:52 +23ms service=bus type=message.part.updated publishing
��� Write deduplicate_contacts.py
Wrote file successfully.

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INFO  2026-02-15T16:01:52 +4ms service=session.prompt step=2 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:01:53 +436ms service=bus type=message.updated publishing
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INFO  2026-02-15T16:01:53 +1ms service=session.prompt status=started resolveTools
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INFO  2026-02-15T16:01:53 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:01:53 +2ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:01:53 +0ms service=tool.registry status=started read
INFO  2026-02-15T16:01:53 +4ms service=tool.registry status=started glob
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INFO  2026-02-15T16:01:53 +0ms service=tool.registry status=completed duration=14 bash
INFO  2026-02-15T16:01:53 +1ms service=tool.registry status=completed duration=3 skill
INFO  2026-02-15T16:01:53 +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  2026-02-15T16:01:53 +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  2026-02-15T16:01:53 +1ms service=tool.registry status=completed duration=6 task
INFO  2026-02-15T16:01:53 +19ms service=session.prompt status=completed duration=39 resolveTools
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INFO  2026-02-15T16:01:53 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:01:53 +48ms service=bus type=session.status publishing
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Now let's run the deduplication script:

INFO  2026-02-15T16:01:56 +266ms service=permission permission=bash pattern=python3 deduplicate_contacts.py 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  2026-02-15T16:01:56 +0ms service=permission permission=bash pattern=python3 deduplicate_contacts.py action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:01:56 +8ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:01:56 +863ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:01:57 +97ms service=bus type=message.part.updated publishing
$ python3 deduplicate_contacts.py
Deduplication complete!
Original contacts: 50
Unique contacts: 42
Duplicates found: 8
Duplicate groups: 7

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INFO  2026-02-15T16:01:57 +4ms service=session.prompt step=3 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
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INFO  2026-02-15T16:01:57 +4ms service=session.prompt status=started resolveTools
INFO  2026-02-15T16:01:57 +6ms service=tool.registry status=started invalid
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INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:01:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:01:57 +1ms service=tool.registry status=started read
INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=started glob
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INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=11 edit
INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=11 write
INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=11 webfetch
INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=11 todowrite
INFO  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=12 bash
INFO  2026-02-15T16:01:57 +10ms service=tool.registry status=completed duration=21 skill
INFO  2026-02-15T16:01:57 +3ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"plan_enter","action":"deny","pattern":"*"},{"permission":"plan_exit","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"plan_enter","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate
INFO  2026-02-15T16:01:57 +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  2026-02-15T16:01:57 +0ms service=tool.registry status=completed duration=24 task
INFO  2026-02-15T16:01:57 +21ms service=session.prompt status=completed duration=52 resolveTools
INFO  2026-02-15T16:01:57 +53ms service=session.processor process
INFO  2026-02-15T16:01:57 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:01:57 +155ms service=bus type=session.status publishing
INFO  2026-02-15T16:01:59 +1808ms service=bus type=message.part.updated publishing
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INFO  2026-02-15T16:01:59 +221ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:00 +635ms service=permission permission=read pattern=/app/input/deduped.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"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  2026-02-15T16:02:00 +3ms service=permission permission=read pattern=/app/input/deduped.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:02:00 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:00 +56ms service=bus type=message.part.updated publishing
Great! Let me verify the output by reading the generated JSON file:

INFO  2026-02-15T16:02:00 +57ms service=lsp file=/app/input/deduped.json touching file
INFO  2026-02-15T16:02:00 +1ms service=file.time sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV file=/app/input/deduped.json read
INFO  2026-02-15T16:02:00 +7ms service=bus type=message.part.updated publishing
��� Read deduped.json
INFO  2026-02-15T16:02:00 +21ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:00 +1ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:00 +79ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py count=0 textDocument/publishDiagnostics
INFO  2026-02-15T16:02:00 +0ms service=bus type=lsp.client.diagnostics publishing
INFO  2026-02-15T16:02:00 +45ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:00 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:00 +0ms service=session.prompt step=4 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:02:00 +113ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:00 +6ms service=bus type=session.updated publishing
INFO  2026-02-15T16:02:00 +1ms service=bus type=session.diff publishing
INFO  2026-02-15T16:02:00 +23ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:00 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-15T16:02:00 +1ms service=tool.registry status=started invalid
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started question
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:02:00 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started read
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started glob
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started grep
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started edit
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started write
INFO  2026-02-15T16:02:00 +1ms service=tool.registry status=started task
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started webfetch
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started todowrite
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=started skill
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-15T16:02:00 +10ms service=tool.registry status=completed duration=10 skill
INFO  2026-02-15T16:02:00 +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  2026-02-15T16:02:00 +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  2026-02-15T16:02:00 +0ms service=tool.registry status=completed duration=11 task
INFO  2026-02-15T16:02:00 +2ms service=session.prompt status=completed duration=15 resolveTools
INFO  2026-02-15T16:02:00 +10ms service=session.processor process
INFO  2026-02-15T16:02:00 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:02:01 +20ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:01 +826ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:01 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:01 +53ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:01 +68ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +56ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +65ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +65ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +67ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:02 +180ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:15 +12341ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:15 +107ms service=permission permission=edit pattern=app/input/deduplicate_contacts.py 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  2026-02-15T16:02:15 +0ms service=permission permission=edit pattern=app/input/deduplicate_contacts.py action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:02:15 +0ms service=bus type=file.edited publishing
INFO  2026-02-15T16:02:15 +0ms service=format file=/app/input/deduplicate_contacts.py formatting
INFO  2026-02-15T16:02:15 +0ms service=format name=zig ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=uv ext=.py checking
INFO  2026-02-15T16:02:15 +1ms service=format name=uv ext=.py enabled
INFO  2026-02-15T16:02:15 +0ms service=format name=terraform ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=standardrb ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=shfmt ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=rustfmt ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=ruff ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=rubocop ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=air ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=prettier ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=pint ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=oxfmt ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=ormolu ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=ocamlformat ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=nixfmt ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=mix ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=latexindent ext=.py checking
INFO  2026-02-15T16:02:15 +13ms service=format name=ktlint ext=.py checking
INFO  2026-02-15T16:02:15 +1ms service=format name=htmlbeautifier ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=gofmt ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=gleam ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=dart ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=clang-format ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format name=biome ext=.py checking
INFO  2026-02-15T16:02:15 +0ms service=format command=["uv","format","--","$FILE"] running
INFO  2026-02-15T16:02:15 +82ms service=bus type=message.part.updated publishing

I notice the match_reason field is getting too complex with duplicated reasons. Let me fix this to make it cleaner:

INFO  2026-02-15T16:02:15 +131ms service=bus type=file.watcher.updated publishing
INFO  2026-02-15T16:02:15 +3ms service=file.time sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV file=/app/input/deduplicate_contacts.py read
INFO  2026-02-15T16:02:15 +5ms service=lsp file=/app/input/deduplicate_contacts.py touching file
INFO  2026-02-15T16:02:15 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:15 +29ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py waiting for diagnostics
INFO  2026-02-15T16:02:15 +0ms service=bus type=lsp.client.diagnostics subscribing
INFO  2026-02-15T16:02:15 +1ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py workspace/didChangeWatchedFiles
INFO  2026-02-15T16:02:15 +1ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py version=1 textDocument/didChange
INFO  2026-02-15T16:02:16 +1128ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py count=0 textDocument/publishDiagnostics
INFO  2026-02-15T16:02:16 +1ms service=bus type=lsp.client.diagnostics publishing
INFO  2026-02-15T16:02:16 +151ms service=lsp.client serverID=pyright path=/app/input/deduplicate_contacts.py got diagnostics
INFO  2026-02-15T16:02:16 +0ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2026-02-15T16:02:16 +0ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2026-02-15T16:02:16 +2ms service=bus type=message.part.updated publishing
��� Edit deduplicate_contacts.py
Index: /app/input/deduplicate_contacts.py
===================================================================
--- /app/input/deduplicate_contacts.py
+++ /app/input/deduplicate_contacts.py
@@ -155,20 +155,16 @@

 primary_idx, primary = all_contacts[0]
 dup_list = [c for idx, c in all_contacts[1:]]

-# Combine match reasons
-all_reasons = set()
+# Collect all unique match criteria across the group
+all_match_criteria = set()
 for _, dup_contact in all_contacts[1:]:
-    _, reason = are_duplicates(primary, dup_contact)
-    all_reasons.add(reason)
+    reasons = get_match_reasons(primary, dup_contact)
+    all_match_criteria.update(reasons)

-# Use the most comprehensive reason or combine them
-match_reason = (
-    "_and_".join(sorted(all_reasons))
-    if len(all_reasons) > 1
-    else list(all_reasons)[0]
-)
+# Create match reason string
+match_reason = "_and_".join(sorted(all_match_criteria))

 duplicate_groups.append(
     {
         "primary": primary,


INFO  2026-02-15T16:02:16 +12ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:16 +5ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:16 +17ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:16 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:16 +0ms service=session.prompt step=5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:02:16 +74ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:16 +0ms service=bus type=session.updated publishing
INFO  2026-02-15T16:02:16 +1ms service=bus type=session.diff publishing
INFO  2026-02-15T16:02:16 +35ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:16 +0ms service=session.prompt status=started resolveTools
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started invalid
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started question
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:02:16 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:02:16 +1ms service=tool.registry status=started read
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started glob
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started grep
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started edit
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started write
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started task
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started webfetch
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started todowrite
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=started skill
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=0 skill
INFO  2026-02-15T16:02:16 +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  2026-02-15T16:02:16 +4ms 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  2026-02-15T16:02:16 +0ms service=tool.registry status=completed duration=4 task
INFO  2026-02-15T16:02:16 +14ms service=session.prompt status=completed duration=19 resolveTools
INFO  2026-02-15T16:02:16 +32ms service=session.processor process
INFO  2026-02-15T16:02:16 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:02:16 +9ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:18 +1547ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +54ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +53ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:18 +71ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:19 +126ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:19 +774ms service=permission permission=bash pattern=python3 deduplicate_contacts.py 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  2026-02-15T16:02:19 +0ms service=permission permission=bash pattern=python3 deduplicate_contacts.py action={"permission":"*","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:02:19 +21ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:20 +350ms service=bus type=message.part.updated publishing
Now let's run the script again to generate the corrected output:

INFO  2026-02-15T16:02:20 +126ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:20 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:20 +2ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:20 +14ms service=bus type=message.part.updated publishing
$ python3 deduplicate_contacts.py
Deduplication complete!
Original contacts: 50
Unique contacts: 42
Duplicates found: 8
Duplicate groups: 7

INFO  2026-02-15T16:02:20 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:20 +0ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:20 +31ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:20 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:20 +0ms service=session.prompt step=6 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:02:20 +68ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:20 +3ms service=bus type=session.updated publishing
INFO  2026-02-15T16:02:20 +2ms service=bus type=session.diff publishing
INFO  2026-02-15T16:02:20 +35ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:20 +6ms service=session.prompt status=started resolveTools
INFO  2026-02-15T16:02:20 +1ms service=tool.registry status=started invalid
INFO  2026-02-15T16:02:20 +1ms service=tool.registry status=started question
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:02:20 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:02:20 +2ms service=tool.registry status=started read
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started glob
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started grep
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started edit
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started write
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started task
INFO  2026-02-15T16:02:20 +1ms service=tool.registry status=started webfetch
INFO  2026-02-15T16:02:20 +1ms service=tool.registry status=started todowrite
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=started skill
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=5 invalid
INFO  2026-02-15T16:02:20 +1ms service=tool.registry status=completed duration=5 question
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=3 read
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=3 glob
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=3 grep
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=3 edit
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=3 write
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=2 webfetch
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=5 bash
INFO  2026-02-15T16:02:20 +2ms service=tool.registry status=completed duration=3 skill
INFO  2026-02-15T16:02:20 +4ms 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  2026-02-15T16:02:20 +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  2026-02-15T16:02:20 +0ms service=tool.registry status=completed duration=9 task
INFO  2026-02-15T16:02:20 +1ms service=session.prompt status=completed duration=14 resolveTools
INFO  2026-02-15T16:02:20 +39ms service=session.processor process
INFO  2026-02-15T16:02:20 +1ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:02:20 +26ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:21 +1172ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:21 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:22 +610ms service=permission permission=read pattern=/app/input/deduped.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"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  2026-02-15T16:02:22 +0ms service=permission permission=read pattern=/app/input/deduped.json action={"permission":"read","pattern":"*","action":"allow"} evaluated
INFO  2026-02-15T16:02:22 +1ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:22 +15ms service=lsp file=/app/input/deduped.json touching file
INFO  2026-02-15T16:02:22 +0ms service=file.time sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV file=/app/input/deduped.json read
INFO  2026-02-15T16:02:22 +5ms service=bus type=message.part.updated publishing
��� Read deduped.json
INFO  2026-02-15T16:02:22 +3ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:22 +0ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:22 +8ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:22 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:22 +0ms service=session.prompt step=7 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:02:22 +43ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:22 +1ms service=session.prompt status=started resolveTools
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started invalid
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started question
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started bash
INFO  2026-02-15T16:02:22 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started read
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started glob
INFO  2026-02-15T16:02:22 +1ms service=tool.registry status=started grep
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started edit
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started write
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started task
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started webfetch
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started todowrite
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=started skill
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=1 question
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-02-15T16:02:22 +3ms service=tool.registry status=completed duration=4 bash
INFO  2026-02-15T16:02:22 +1ms service=tool.registry status=completed duration=4 skill
INFO  2026-02-15T16:02:22 +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  2026-02-15T16:02:22 +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  2026-02-15T16:02:22 +0ms service=tool.registry status=completed duration=4 task
INFO  2026-02-15T16:02:22 +2ms service=session.prompt status=completed duration=7 resolveTools
INFO  2026-02-15T16:02:22 +5ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:22 +5ms service=bus type=session.updated publishing
INFO  2026-02-15T16:02:22 +0ms service=bus type=session.diff publishing
INFO  2026-02-15T16:02:22 +11ms service=session.processor process
INFO  2026-02-15T16:02:22 +0ms service=llm providerID=openrouter modelID=anthropic/claude-sonnet-4.5 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV small=false agent=build mode=primary stream
INFO  2026-02-15T16:02:22 +7ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:23 +960ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +0ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +30ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +28ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +47ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +66ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +99ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:23 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +107ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +53ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +51ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +64ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +67ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +67ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:24 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +69ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +51ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +113ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +66ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +48ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +65ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +129ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +51ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +50ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:25 +120ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +73ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +50ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +47ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +56ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:26 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +64ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +54ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +65ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +50ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:27 +66ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +53ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +73ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +69ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +50ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +68ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +45ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:28 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +70ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +42ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +65ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +71ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +41ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +68ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +49ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:29 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +62ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +67ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +47ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:30 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +54ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +60ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +57ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +59ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +63ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +64ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +52ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +64ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +61ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:31 +55ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:32 +56ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:32 +58ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:32 +59ms service=bus type=message.part.updated publishing
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INFO  2026-02-15T16:02:32 +51ms service=bus type=message.part.updated publishing

Perfect! The contact list deduplicator has been successfully created. Here's what was accomplished:

## Summary

**Created `deduped.json`** with the following results:
- **Original count**: 50 contacts
- **Unique count**: 42 contacts (after deduplication)
- **Duplicates found**: 8 duplicate entries
- **Duplicate groups**: 7 groups identified

### Key Features Implemented:

1. **Phone normalization**: Removes spaces, dashes, and parentheses (e.g., `555-1234`, `(555) 1234`, `555 1234` all match)

2. **Email matching**: Case-insensitive comparison (e.g., `sarah.j@company.com` matches `SARAH.J@COMPANY.COM`)

3. **Name matching**:
   - Exact matches (case-insensitive)
   - Initial matching with same last name (e.g., `John Smith` matches `J. Smith`)

4. **Smart primary selection**: The contact with the most complete information (fewest empty fields) is chosen as the primary

5. **Match reasons**: Clear indicators of why contacts were grouped together (e.g., `phone`, `email_and_name_and_phone`, `name_and_phone`)

### Examples from the results:
- **John Smith** group: 3 contacts merged (matched on phone, email, and name variations including initials)
- **Jennifer Davis**: 2 contacts with different emails but same phone and name
- **Lisa Anderson**: 2 contacts with different email addresses but same phone and name

The deduplication script is reusable and can be run again with: `python3 deduplicate_contacts.py`

INFO  2026-02-15T16:02:32 +6ms service=bus type=message.part.updated publishing
INFO  2026-02-15T16:02:32 +1ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:32 +13ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:32 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:32 +0ms service=session.prompt step=8 sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV loop
INFO  2026-02-15T16:02:32 +19ms service=bus type=message.updated publishing
INFO  2026-02-15T16:02:32 +1ms service=bus type=session.updated publishing
INFO  2026-02-15T16:02:32 +0ms service=bus type=session.diff publishing
INFO  2026-02-15T16:02:32 +13ms service=session.prompt sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV exiting loop
INFO  2026-02-15T16:02:32 +3ms service=session.compaction pruning
INFO  2026-02-15T16:02:32 +16ms service=session.prompt sessionID=ses_39df71e9dffeqZVuhhnuoPtoYV cancel
INFO  2026-02-15T16:02:32 +0ms service=bus type=session.status publishing
INFO  2026-02-15T16:02:32 +0ms service=bus type=session.idle publishing
INFO  2026-02-15T16:02:32 +2ms service=default directory=/app/input disposing instance
INFO  2026-02-15T16:02:32 +1ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-02-15T16:02:32 +0ms service=lsp.client serverID=pyright shutting down
INFO  2026-02-15T16:02:32 +4ms service=lsp.client serverID=pyright shutdown
INFO  2026-02-15T16:02:32 +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.