humanizer SKILL.md skillA
humanizer from llopresto87/cypress is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add llopresto87/cypress/humanizer@git:20260930.dd7591dPins git:20260930.dd7591d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- llopresto87/cypress
- Path
skills/humanizer/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260930.dd7591d, committed Sep 30, 2026
- First version recorded
- Sep 6, 2026
- Size
- 43,134 bytes
- Repository stars
- 121
- License
- MIT
Draft or revise prose a person will read (documentation, README text, ADR and spec bodies, runbooks, pull-request descriptions, commit messages, delivery summaries, briefs and reports for the owner) so it reads as deliberate writing by a competent author, without changing what it says. Use when a draft came out of a model and shows the tells (empty contrasts, staged openers, one-line closers, forced triads, dash dependence, inflated significance, bold labels on every item, chatbot residue)…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# humanizer ## Objective and editorial stance Find the specific habits that make a passage read like formulaic AI output, then rewrite them into clear, deliberate prose for its intended readers. Preserve what the author means. Improve the movement of thought, not merely the vocabulary. Use the diagnostic catalogue below on every audit and revision, because generic advice to “be clear,” “vary sentences,” or “sound natural” names no defect. For new writing, apply it to the draft before delivery. A catalogue match is a reason to inspect the passage; an identifiable defect in meaning, usefulness, rhythm, or genre fit is a reason to correct it. Edit a poor construction on its defect alone; these patterns also occur in human writing. Preserve useful rhetoric. A real contrast, an actual three-step process, a well-placed dash, or a technical use of “robust” can be exactly right. Context exceptions must explain what the construction contributes; “it might be intentional” is not a reason to leave an obvious defect unfixed. ## The doctrine, the tool, and this skill The doctrine this skill applies is `docs/graph/method/prose-posture.md` …
Read the whole file at its exact version.
How to install
mdr add llopresto87/cypress/humanizer@sha256:3ef992ea95d2be61The line at the top of this page pins the label git:20260930.dd7591d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cl5cpbzbdqzra3kl)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 6, 2026 and Sep 30, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260930.dd7591d latest | 2026-09-30 | dd7591d | 43,134 B | A | view · diff |
| git:20260927.b407231 | 2026-09-27 | b407231 | 43,109 B | A | view · diff |
| git:20260915.df30567 | 2026-09-15 | df30567 | 15,068 B | A | view · diff |
| git:20260906.6fbfe66 | 2026-09-06 | 6fbfe66 | 14,881 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (43134 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
llopresto87/cypress · 121 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cl5cpbzbdqzra3kl GET https://markdownregistry.com/api/v1/resolve?ref=llopresto87/cypress/humanizer GET https://markdownregistry.com/api/v1/blob/3ef992ea95d2be6167f5423fddd86d6204296198f2b9f0f3cd7b35d5ce22afdb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from llopresto87/cypress
Every file in llopresto87/cypress