Amin Boulegroun is a senior AI automations engineer at Unscale. He publishes tools for clearer agent-generated writing and structured reasoning, including SimpleEnglish, a skill drawing on Simplified Technical English.[1]
Start with SimpleEnglish →
X · sotch_desu Career
Contributions
Give writing instructions that can be checked
SimpleEnglish turns broad advice to write clearly into rules for technical documents. It limits sentence length, puts conditions before commands, prefers active voice and asks for consistent word meanings. Plain mode is the default; a stricter mode adds dictionary discipline. Its own linter checks mechanical features and cannot establish that every word choice is correct.[2]
Package a reasoning procedure
LeCun Skills supplies prompts for explicit assumptions, option scoring, adversarial examination and claim labels. Boulegroun packages frameworks from an attributed prompt thread inspired by research concepts associated with Yann LeCun. The repository explicitly says LeCun did not author or endorse the prompts; they are agent instructions rather than implementations of his research models.[3]
Ideas
The repository separates recorded tests of rule-following from a reader’s experience of the result. It documents model and version limits rather than treating the examples as proof of universal improvement. The project is unofficial: it does not certify output or imply endorsement by the organization maintaining the aerospace standard.[2]
Tools, writing & talks
Tools
Start here
SimpleEnglish
github.comAgent instructions for plain technical writing, with stricter vocabulary mode and documented evaluations.
Compare a before-and-after document, then read the difference between Plain and Strict modes. Installing the skill needs a compatible agent; dictionary-based checks require your own copy of the official standard.
Creator[1][2]Original source- LeCun Skillsgithub.com
Packaged reasoning prompts with explicit attribution to their original framework author.