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requirements-profile-selection

Classify Python dependency changes into virtual environment profiles for chatbot and image services.

7|2|Updated Oct 28, 2025
Search Tags:#dependencies#ci-cd#profile-selection#requirements.txt#venv-core#venv-image
One-click install
npx skills add https://github.com/SkastVnT/AI-Assistant --skill requirements-profile-selection
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: requirements-profile-selection
Source: https://github.com/SkastVnT/AI-Assistant/tree/main/.github/skills/requirements-profile-selection
Command: npx skills add https://github.com/SkastVnT/AI-Assistant --skill requirements-profile-selection

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Teach Copilot how to choose the correct dependency profile when working on the core chatbot and tools, and avoid dragging image-service dependencies into chatbot-only tasks. Use when: adding, removing, or upgrading a Python package; reviewing a dependency change; debugging import errors or version conflicts; checking whether a package belongs in venv-core or venv-image; auditing CI workflow install steps; or verifying that a chatbot-only change does not pull in image-stack packages.

Core Features & Use Cases

  • Determine whether a change in requirements.txt or profile_*.txt belongs in venv-core or venv-image based on its impact on chatbot vs image services.
  • Validate CI workflow steps to prevent leakage of image-packages into chatbot-only tasks.
  • Provide guidance on transitive dependencies and how to justify profiling decisions.

Quick Start

To classify a dependency change, determine the target service (chatbot-core vs image), consult the authoritative profile files, and produce a clear classification with justification and version constraints.

Frequently Asked Questions about requirements-profile-selection

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I classify Python dependencies for different virtual environments?▼

To classify Python dependencies, analyze package changes against authoritative profile files to determine their impact on chatbot versus image services, then assign them to venv-core or venv-image with version constraints and justification.

How do I prevent image-service dependencies from leaking into chatbot-only tasks?▼

Prevent dependency cross-contamination by validating CI workflow install steps and requirements.txt changes against authoritative profile files, ensuring image-stack packages are not pulled into chatbot-only virtual environments.

What is the best way to assign requirements.txt changes to the correct venv profile?▼

The best way to assign requirements.txt changes is to consult the authoritative profile files, identify the target service impact, and map the dependency to venv-core or venv-image using chunk mappings with version constraint justifications.

Why does my CI workflow install wrong Python packages for chatbot-core tasks?▼

Your CI workflow likely installs wrong packages because dependency changes were not classified against profile files, causing image-service dependencies to leak into the chatbot-core virtual environment during install steps.

Can I use profile files to validate transitive dependency changes in Python PRs?▼

Yes, you can use authoritative profile files to validate transitive dependency changes in Python PRs by analyzing the package impact on chatbot versus image services and justifying the venv-core or venv-image classification with version constraints.

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