AI & Machine Learning
BitterLessonEngineering
Audits any AI instruction set for over-prompting by asking whether a smarter model would make each rule unnecessary, then classifies every rule from CUT to KEEP. USE WHEN BLE, bitter lesson, audit setup, over-prompting, trim instructions, dead weight, simplify setup, clean up CLAUDE.md. NOT FOR attacking logical flaws in ideas (RedTeam).
- Publisher / source
- danielmiessler/LifeOS (found on GitHub top repositories)
- Upstream record
- danielmiessler/LifeOS
- Version
- Version 1
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-03
- Content fingerprint
92b9868f815de971349f62ee3e115041c61b9e1db33f63abc461e0fa542f1317