TOON v2.0 Formatter Skill (AGGRESSIVE MODE)

Purpose

AGGRESSIVELY apply TOON v2.0 format to save 30-60% tokens on structured data. Use TOON by default for biggish, regular data. Use native Zig encoder for 20x performance.

When to Use (AGGRESSIVE)

TOON ALL DAY - Use automatically for:

• ✅ Arrays with ≥ 5 similar items
• ✅ Tables, logs, events, transactions, analytics
• ✅ API responses with uniform structure (≥60% field overlap)
• ✅ Database query results
• ✅ Repeatedly-used, structured data in prompts
• ✅ RAG pipelines, tool calls, agents passing data around
• ✅ Benchmarks/evals where prompt size = money
• ✅ Shape is more important than labels
• ✅ You know what each column means
• ✅ Can declare headers once, go row-by-row