Ir Skills Discovery

Provides automatic access to comprehensive ir skills.

When This Skill Activates

This skill auto-activates when you're working with:

• intermediate representation

• IR

• LLVM IR

• compiler optimizations

• code generation

• SSA

Available Skills

Quick Reference

The Ir category contains 5 skills:

• ir-query-understanding

• ir-ranking-reranking

• ir-recommendation-systems

• ir-search-fundamentals

• ir-vector-search

Load Full Category Details

For complete descriptions and workflows:

Read /skills/ir/INDEX.md

This loads the full Ir category index with:

• Detailed skill descriptions

• Usage triggers for each skill

• Common workflow combinations

• Cross-references to related skills

Load Specific Skills

Load individual skills as needed:

Read /skills/ir/ir-query-understanding.md Read /skills/ir/ir-ranking-reranking.md Read /skills/ir/ir-recommendation-systems.md Read /skills/ir/ir-search-fundamentals.md Read /skills/ir/ir-vector-search.md

Progressive Loading

This gateway skill enables progressive loading:

• Level 1: Gateway loads automatically (you're here now)

• Level 2: Load category INDEX.md for full overview

• Level 3: Load specific skills as needed

Usage Instructions

• Auto-activation: This skill loads automatically when Claude Code detects ir work

• Browse skills: Run Read <cc-polymath-root>/skills/ir/INDEX.md for full category overview

• Load specific skills: Use bash commands above to load individual skills

Next Steps: Run Read <cc-polymath-root>/skills/ir/INDEX.md to see full category details.