twig.sh
The model context package manager
Add MCP server PoC
Signed-off-by: Jan Ehrhardt <59441+jehrhardt@users.noreply.github.com>
jehrhardt.dev
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.mcp.json
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.mcp.json
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.mcpkg/instructions/analyze-product.md
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.mcpkg/instructions/analyze-product.md
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---
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description: Analyze Current Product & Install Agent OS
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globs:
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alwaysApply: false
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version: 1.0
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encoding: UTF-8
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---
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# Analyze Current Product & Install Agent OS
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## Overview
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Install Agent OS into an existing codebase, analyze current product state and progress. Builds on plan-product.md
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<pre_flight_check>
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EXECUTE: @.agent-os/instructions/meta/pre-flight.md
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</pre_flight_check>
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<process_flow>
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<step number="1" name="analyze_existing_codebase">
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### Step 1: Analyze Existing Codebase
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Perform a deep codebase analysis of the current codebase to understand current state before documentation purposes.
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<analysis_areas>
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<project_structure>
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- Directory organization
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- File naming patterns
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- Module structure
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- Build configuration
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</project_structure>
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<technology_stack>
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- Frameworks in use
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- Dependencies (package.json, Gemfile, requirements.txt, etc.)
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- Database systems
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- Infrastructure configuration
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</technology_stack>
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<implementation_progress>
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- Completed features
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- Work in progress
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- Authentication/authorization state
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- API endpoints
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- Database schema
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</implementation_progress>
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<code_patterns>
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- Coding style in use
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- Naming conventions
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- File organization patterns
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- Testing approach
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</code_patterns>
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</analysis_areas>
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<instructions>
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ACTION: Thoroughly analyze the existing codebase
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DOCUMENT: Current technologies, features, and patterns
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IDENTIFY: Architectural decisions already made
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NOTE: Development progress and completed work
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</instructions>
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</step>
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<step number="2" subagent="context-fetcher" name="gather_product_context">
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### Step 2: Gather Product Context
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Use the context-fetcher subagent to supplement codebase analysis with business context and future plans.
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<context_questions>
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Based on my analysis of your codebase, I can see you're building [OBSERVED_PRODUCT_TYPE].
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To properly set up Agent OS, I need to understand:
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1. **Product Vision**: What problem does this solve? Who are the target users?
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2. **Current State**: Are there features I should know about that aren't obvious from the code?
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3. **Roadmap**: What features are planned next? Any major refactoring planned?
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4. **Team Preferences**: Any coding standards or practices the team follows that I should capture?
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</context_questions>
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<instructions>
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ACTION: Ask user for product context
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COMBINE: Merge user input with codebase analysis
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PREPARE: Information for plan-product.md execution
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</instructions>
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</step>
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<step number="3" name="execute_plan_product">
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### Step 3: Execute Plan-Product with Context
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Execute our standard flow for installing Agent OS in existing products
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<execution_parameters>
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<main_idea>[DERIVED_FROM_ANALYSIS_AND_USER_INPUT]</main_idea>
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<key_features>[IDENTIFIED_IMPLEMENTED_AND_PLANNED_FEATURES]</key_features>
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<target_users>[FROM_USER_CONTEXT]</target_users>
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<tech_stack>[DETECTED_FROM_CODEBASE]</tech_stack>
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</execution_parameters>
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<execution_prompt>
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@.agent-os/instructions/core/plan-product.md
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I'm installing Agent OS into an existing product. Here's what I've gathered:
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**Main Idea**: [SUMMARY_FROM_ANALYSIS_AND_CONTEXT]
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**Key Features**:
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- Already Implemented: [LIST_FROM_ANALYSIS]
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- Planned: [LIST_FROM_USER]
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**Target Users**: [FROM_USER_RESPONSE]
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**Tech Stack**: [DETECTED_STACK_WITH_VERSIONS]
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</execution_prompt>
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<instructions>
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ACTION: Execute plan-product.md with gathered information
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PROVIDE: All context as structured input
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ALLOW: plan-product.md to create .agent-os/product/ structure
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</instructions>
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</step>
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<step number="4" name="customize_generated_files">
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### Step 4: Customize Generated Documentation
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Refine the generated documentation to ensure accuracy for the existing product by updating roadmap, tech stack, and decisions based on actual implementation.
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<customization_tasks>
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<roadmap_adjustment>
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- Mark completed features as done
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- Move implemented items to "Phase 0: Already Completed"
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- Adjust future phases based on actual progress
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</roadmap_adjustment>
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<tech_stack_verification>
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- Verify detected versions are correct
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- Add any missing infrastructure details
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- Document actual deployment setup
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</tech_stack_verification>
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</customization_tasks>
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<roadmap_template>
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## Phase 0: Already Completed
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The following features have been implemented:
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- [x] [FEATURE_1] - [DESCRIPTION_FROM_CODE]
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- [x] [FEATURE_2] - [DESCRIPTION_FROM_CODE]
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- [x] [FEATURE_3] - [DESCRIPTION_FROM_CODE]
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## Phase 1: Current Development
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- [ ] [IN_PROGRESS_FEATURE] - [DESCRIPTION]
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[CONTINUE_WITH_STANDARD_PHASES]
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</roadmap_template>
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</step>
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<step number="5" name="final_verification">
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### Step 5: Final Verification and Summary
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Verify installation completeness and provide clear next steps for the user to start using Agent OS with their existing codebase.
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<verification_checklist>
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- [ ] .agent-os/product/ directory created
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- [ ] All product documentation reflects actual codebase
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- [ ] Roadmap shows completed and planned features accurately
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- [ ] Tech stack matches installed dependencies
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</verification_checklist>
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<summary_template>
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## ✅ Agent OS Successfully Installed
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I've analyzed your [PRODUCT_TYPE] codebase and set up Agent OS with documentation that reflects your actual implementation.
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### What I Found
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- **Tech Stack**: [SUMMARY_OF_DETECTED_STACK]
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- **Completed Features**: [COUNT] features already implemented
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- **Code Style**: [DETECTED_PATTERNS]
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- **Current Phase**: [IDENTIFIED_DEVELOPMENT_STAGE]
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### What Was Created
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- ✓ Product documentation in `.agent-os/product/`
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- ✓ Roadmap with completed work in Phase 0
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- ✓ Tech stack reflecting actual dependencies
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### Next Steps
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1. Review the generated documentation in `.agent-os/product/`
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2. Make any necessary adjustments to reflect your vision
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3. See the Agent OS README for usage instructions: https://github.com/buildermethods/agent-os
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4. Start using Agent OS for your next feature:
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```
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@.agent-os/instructions/core/create-spec.md
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```
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Your codebase is now Agent OS-enabled! 🚀
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</summary_template>
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</step>
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</process_flow>
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<post_flight_check>
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EXECUTE: @.agent-os/instructions/meta/post-flight.md
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</post_flight_check>
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main.py
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main.py
···
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"""
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FastMCP quickstart example.
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cd to the `examples/snippets/clients` directory and run:
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uv run server fastmcp_quickstart stdio
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"""
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from mcp.server.fastmcp import FastMCP
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# Create an MCP server
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mcp = FastMCP("mcpkg")
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@mcp.prompt()
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def analyze_product() -> str:
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return """# Analyze Product
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Analyze your product's codebase and install Agent OS
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Refer to the instructions located in this file:
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instruction://analyze-product"""
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@mcp.resource("instruction://{name}")
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def read_instruction(name: str) -> str:
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with open(f".mcpkg/instructions/{name}.md", "r") as f:
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return f.read()
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pyproject.toml
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pyproject.toml
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uv.lock
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uv.lock
···
···
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version = 1
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revision = 3
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requires-python = ">=3.13"
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[[package]]
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