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kborovik/README.md

Consistency is the only quality that survives velocity

LLMs generate fast; agents lose the thread faster. The SPEC is what keeps Agents in check.


math-glyph compression

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.

methodology, worked examples & raw numbers

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  1. mailpilot mailpilot Public

    Agent-operated CRM with Gmail as the communication layer

    Python

  2. pilot-skills pilot-skills Public

    Claude Code plugin marketplace — sdd (spec-driven dev) and gh (GitHub workflow) plugins

    Python 3