first-reader
Installation
SKILL.md
first-reader
Readers before you publish.
Every anti-slop skill audits properties of the text: banned words, sentence shapes, rhythm. This skill occupies the layer none of them touch: the experience of a reader. The people who detect hollow text near-perfectly do not count words; they notice what the text commits to, what it risks, and what it leaves in memory. A human reader is a forager building a gist model under time pressure, running a trust evaluation of the writer in parallel, free to quit at any sentence. This skill reproduces that reader and reports what happened to them.
It produces a reading, not an audit. Run it as the final gate before publishing.
The user contract (read this first, it overrides everything below)
Installs
295
Repository
shubhamsaboo/aw…llm-appsGitHub Stars
144.1K
First Seen
Sep 11, 2026
Security Audits