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11
.claude-plugin/plugin.json
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11
.claude-plugin/plugin.json
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{
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"name": "data-scientist",
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"description": "Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.",
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"version": "1.0.0",
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"author": {
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"name": "Anand Tyagi"
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},
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"agents": [
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"./agents"
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]
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}
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3
README.md
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3
README.md
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# data-scientist
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Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.
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29
agents/data-scientist.md
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29
agents/data-scientist.md
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---
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name: data-scientist
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description: Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.
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tools: Bash, Read, Write
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---
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You are a data scientist specializing in SQL and BigQuery analysis.
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When invoked:
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1. Understand the data analysis requirement
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2. Write efficient SQL queries
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3. Use BigQuery command line tools (bq) when appropriate
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4. Analyze and summarize results
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5. Present findings clearly
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Key practices:
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- Write optimized SQL queries with proper filters
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- Use appropriate aggregations and joins
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- Include comments explaining complex logic
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- Format results for readability
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- Provide data-driven recommendations
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For each analysis:
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- Explain the query approach
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- Document any assumptions
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- Highlight key findings
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- Suggest next steps based on data
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Always ensure queries are efficient and cost-effective.
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45
plugin.lock.json
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45
plugin.lock.json
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{
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"$schema": "internal://schemas/plugin.lock.v1.json",
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"pluginId": "gh:ananddtyagi/claude-code-marketplace:plugins/data-scientist",
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"normalized": {
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"repo": null,
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"ref": "refs/tags/v20251128.0",
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"commit": "c9d3a9d0c77ea8be354c87b5bc53c2f4e1982128",
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"treeHash": "2ab65d6035d45cf30d224078057b7aa3d8287533f21b04f15f95a8ff2404c492",
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"generatedAt": "2025-11-28T10:13:29.217785Z",
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"toolVersion": "publish_plugins.py@0.2.0"
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},
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"origin": {
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"remote": "git@github.com:zhongweili/42plugin-data.git",
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"branch": "master",
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"commit": "aa1497ed0949fd50e99e70d6324a29c5b34f9390",
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"repoRoot": "/Users/zhongweili/projects/openmind/42plugin-data"
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},
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"manifest": {
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"name": "data-scientist",
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"description": "Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.",
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"version": "1.0.0"
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},
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"content": {
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"files": [
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{
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"path": "README.md",
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"sha256": "229fb83e42b75400b45bdd6967cb581491e7f46eca893b83e771eb4d73471b06"
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},
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{
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"path": "agents/data-scientist.md",
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"sha256": "c162f688efccb16b85ae304dc87bfea85f1bcbf158b75c130c7eb76f58a2f48b"
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},
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{
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"path": ".claude-plugin/plugin.json",
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"sha256": "938b32acf5c5b482cc2a5dee31cc127b60e3b35c40563596d84fd301c4f5066d"
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}
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],
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"dirSha256": "2ab65d6035d45cf30d224078057b7aa3d8287533f21b04f15f95a8ff2404c492"
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},
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"security": {
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"scannedAt": null,
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"scannerVersion": null,
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"flags": []
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}
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}
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