media-transformation
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
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