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:

1. ir-query-understanding
2. ir-ranking-reranking
3. ir-recommendation-systems
4. ir-search-fundamentals
5. 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

1. Auto-activation: This skill loads automatically when Claude Code detects ir work
2. Browse skills: Run Read <cc-polymath-root>/skills/ir/INDEX.md for full category overview
3. 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.