LLMs generate fast; agents lose the thread faster. The SPEC is what keeps Agents in check.
Math-glyph SPEC vs plain-English prose (n=30):
- ~29% denser than a minimal prose unwrap — pure notation overhead.
- ~89% denser than operator-facing prose from
/sdd:explain— the form a human reviewer actually reads.




