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‎.asf.yaml‎

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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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# https://cwiki.apache.org/confluence/display/INFRA/Git+-+.asf.yaml+features
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github:

‎.claude-plugin/marketplace.json‎

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{
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"name": "apache-hamilton",
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"owner": {
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"name": "Hamilton Team",
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"email": "dev@hamilton.apache.org"
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},
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"metadata": {
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"description": "Official Apache Hamilton plugins for Claude Code - create DAGs, apply decorators, debug dataflows, and optimize pipelines",
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"version": "2.0.0"
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},
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"plugins": [
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{
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"name": "hamilton",
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"source": {
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"source": "git-subdir",
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"url": "https://github.com/apache/hamilton.git",
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"path": ".claude-plugin"
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},
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"description": "Expert AI assistant for Apache Hamilton framework development - create DAGs, apply decorators, debug dataflows, and optimize pipelines",
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"version": "2.0.0",
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"author": {
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"name": "Hamilton Team",
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"email": "dev@hamilton.apache.org"
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},
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"homepage": "https://github.com/apache/hamilton",
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"repository": "https://github.com/apache/hamilton",
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"license": "Apache-2.0",
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"keywords": [
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"hamilton",
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"dag",
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"dataflow",
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"workflow",
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"pipeline",
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"data-engineering",
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"ml-ops",
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"feature-engineering",
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"llm",
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"rag",
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"async",
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"spark",
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"observability"
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],
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"category": "data-engineering"
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}
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]
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}

‎.claude-plugin/skills/core/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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---
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name: hamilton-core
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description: Core Hamilton patterns for creating DAGs, applying decorators, testing, and debugging dataflows. Use for basic Hamilton development tasks.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(pytest:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton Core Development Assistant
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‎.claude-plugin/skills/hamilton-dev-workflow/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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---
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name: hamilton-dev-workflow
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description: Systematic 5-step workflow for building Hamilton DAGs - DOT graphs, signatures, validation, TDD implementation. Use this workflow when creating new Hamilton modules from scratch.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(hamilton:*), Bash(pytest:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton Development Workflow for Claude Code
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‎.claude-plugin/skills/integrations/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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---
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name: hamilton-integrations
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description: Hamilton integration patterns for Airflow, Dagster, FastAPI, Streamlit, Jupyter notebooks, and other frameworks. Use when integrating Hamilton with other tools.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(jupyter:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton Integrations
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‎.claude-plugin/skills/llm/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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---
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name: hamilton-llm
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description: LLM and AI workflow patterns for Hamilton including RAG pipelines, embeddings, vector databases, and prompt engineering. Use for building AI applications with Hamilton.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(pytest:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton for LLM & AI Workflows
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‎.claude-plugin/skills/mcp/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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---
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name: hamilton-mcp
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description: Interactive Hamilton DAG development via MCP tools. Validate, visualize, scaffold, and execute Hamilton pipelines without leaving the conversation. Use when building or debugging Hamilton dataflows interactively.
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allowed-tools: Read, Grep, Glob, Bash(hamilton-mcp:*), Bash(python:*), Bash(pip:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton MCP Server -- Interactive DAG Development
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‎.claude-plugin/skills/observability/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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name: hamilton-observability
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description: Hamilton UI and SDK patterns for tracking, monitoring, and debugging dataflows. Use for observability, lineage tracking, and production monitoring.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(hamilton:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton Observability & UI
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‎.claude-plugin/skills/scale/SKILL.md‎

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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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name: hamilton-scale
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description: Performance and parallelization patterns for Hamilton including async I/O, Spark, Ray, Dask, caching, and multithreading. Use for scaling Hamilton workflows.
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allowed-tools: Read, Grep, Glob, Bash(python:*), Bash(pytest:*)
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user-invocable: true
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disable-model-invocation: false
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---
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<!-- SPDX-License-Identifier: Apache-2.0 -->
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# Hamilton Scaling & Performance
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‎.gitattributes‎

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# SPDX-License-Identifier: Apache-2.0
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# Files below use a short SPDX license identifier instead of the full
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# Apache 2.0 header because they are NOT included in official releases
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# (sdist / wheel). The `export-ignore` attribute ensures `git archive`
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# (and tools that rely on it) will exclude them automatically.
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.github export-ignore

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