humanizer SKILL.md skillA
humanizer from suxrobgm/jobpilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add suxrobgm/jobpilot/humanizer@git:20260929.2d1eb7dPins git:20260929.2d1eb7d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- suxrobgm/jobpilot
- Path
plugin/skills/humanizer/SKILL.md- Versions recorded
- 7
- Latest version
- git:20260929.2d1eb7d, committed Sep 29, 2026
- First version recorded
- Jul 19, 2026
- Size
- 12,631 bytes
- Repository stars
- 109
- License
- MIT
Rewrite job-search writing (cover letters, proposals, cold messages, recruiter replies, resume summaries and bullets, profile overviews, posts) so it reads like a person wrote it - plain words, no AI patterns, no repetition - without changing any fact.
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
Rewrite text so it sounds like a capable person writing to one specific reader: plain, specific, a little uneven. Every fact stays. Nothing new gets added.
A model writes the choice that fits the widest range of readers, so its prose comes out even and generic. A person writes for one reader about one thing, so their choices are uneven and specific. Recruiters and clients read hundreds of AI letters, and a single word rarely gives one away. The shapes do: a tie-back after every paragraph, a dash clause in every other sentence, three items in every list, paragraphs of equal length. Fix the shapes, not just the words.
**Every sentence you keep must tell the reader something they didn't already have.**
## Hard rules
1. **Keep every fact.** Names, numbers, dates, tech, employers, links. Don't round, upgrade, or generalize ("clinical notes" never becomes "unstructured data"). Vague praise with no fact behind it ("ensuring seamless scalability") can go.
2. **Add no fact.** No new metric, project, reason, or feeling about the company. If a sentence needs a detail you don't have, cut the sentence.
…Read the whole file at its exact version.
How to install
mdr add suxrobgm/jobpilot/humanizer@sha256:810e029b57dc0ea4The line at the top of this page pins the label git:20260929.2d1eb7d, 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_25bygho5ivsmsizv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 19, 2026 and Sep 29, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260929.2d1eb7d latest | 2026-09-29 | 2d1eb7d | 12,631 B | A | view · diff |
| git:20260929.2038fcc | 2026-09-29 | 2038fcc | 12,545 B | A | view · diff |
| v2.11.2 | 2026-08-30 | 446f0b7 | 40,399 B | A | view · diff |
| v2.9.1 | 2026-07-26 | 8079e0e | 39,635 B | A | view · diff |
| git:20260722.cb218f9 | 2026-07-22 | cb218f9 | 24,516 B | A | view · diff |
| git:20260722.a01ca25 | 2026-07-22 | a01ca25 | 26,356 B | A | view · diff |
| v2.4.0 | 2026-07-19 | 11562ae | 26,339 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 (12631 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
suxrobgm/jobpilot · 109 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_25bygho5ivsmsizv GET https://markdownregistry.com/api/v1/resolve?ref=suxrobgm/jobpilot/humanizer GET https://markdownregistry.com/api/v1/blob/810e029b57dc0ea4e7bcc0715ca3f153853250cb76928135aa7c443111622723
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.
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