specialization-loader

Generate technology-specific specialization blocks from detected project stacks.

Updated Nov 7, 2025
One-click install
npx skills add https://github.com/mehdic/CDC --skill specialization-loader
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: specialization-loader
Source: https://github.com/mehdic/CDC/tree/main/.claude/skills/specialization-loader
Command: npx skills add https://github.com/mehdic/CDC --skill specialization-loader

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill builds technology-specific agent specialization blocks based on detected stack, applying token budgeting and version guards.

Core Features & Use Cases

  • Reads project context and versions
  • Filters specialization templates by compatibility
  • Augments with role defaults when needed
  • Outputs a composed specialization block for prompts

Quick Start

Load context and generate a specialization block for a Developer spawn.

Frequently Asked Questions about specialization-loader

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

FAQPage Schema
How do I generate agent specialization blocks based on my project's tech stack?

Specialization-loader generates technology-specific agent specialization blocks by reading your project context, detecting the tech stack, filtering compatibility templates, and composing a ready-to-use block tailored to your Developer, SSE, QA Expert, or other agent roles with enforced token budgeting.

What happens if my project stack changes or has multiple versions?

The Skill applies version-aware adaptation and compatibility-based template selection, automatically filtering specialization templates to match your detected versions and falling back to defaults when needed, ensuring your agent specialization remains compatible.

Can I use specialization templates with different agent roles like Tech Lead or Requirements Engineer?

Yes, specialization-loader supports spawning Developer, SSE, QA Expert, Tech Lead, Requirements Engineer, and Investigator roles. Templates are filtered by compatibility and augmented with role-specific defaults to produce context-aware specialization blocks for each.

How does token budgeting work when composing specialization blocks?

The Skill enforces per-model token budgeting during composition, ensuring specialization blocks fit within your context window limits while maintaining full compatibility with your detected project stack and role requirements.

What do I need to prepare before using this Skill?

Load your project context and ensure project_context.json has been read; the Skill then detects your stack and applies specialization templates. Use it after project context is available and when task_group contains non-empty specializations.

What if a specialization template isn't compatible with my project versions?

Incompatible templates are filtered out automatically, and the Skill applies fallback defaults to ensure you still get a valid, usable specialization block tailored to your environment.