specialization-loader

Name: specialization-loader
Availability: InStock
Author: mehdic

Generate technology-specific specialization blocks from detected project stacks.

Updated Nov 7, 2025

Search Tags:#templates #context #specialization #token-budget

Ready to run

npx skills add https://github.com/mehdic/CDC --skill specialization-loader

💬 Prompt for ChatGPT / Claude Chat▼

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.