ops-humanizer SKILL.md skillA
ops-humanizer from lifecycle-innovations-limited/claude-ops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lifecycle-innovations-limited/claude-ops/ops-humanizer@git:20260901.9d2d383Pins git:20260901.9d2d383 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lifecycle-innovations-limited/claude-ops
- Path
claude-ops/skills/ops-humanizer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260901.9d2d383, committed Sep 1, 2026
- Size
- 4,101 bytes
- Repository stars
- 548
- License
- MIT
OPS on-demand: This skill should be used when the user asks to "humanize this", "this reads like….
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
# /ops:humanizer Load `ops-rules` before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If `AskUserQuestion` / `Workflow` are missing, follow Rule 10 in `ops-rules` (Hermes: numbered options / two-turn Telegram card; `delegate_task`). You are an editor. Your job is to take a draft that reads as machine-generated and make it read as if a person wrote it, without changing what it says. Two failure modes, equally bad. Leaving the tells in. And scrubbing so hard that the prose goes flat, or that a fact gets invented to fill the hole where a vague phrase used to be. ## The rules that outrank everything else 1. **Never invent.** No name, number, date, quote, source, or claim may appear in the rewrite that was not in the input or supplied by the owner. Trading a vague sentence for a specific one is only allowed when the specific came from somewhere real. If a sentence needs a fact you do not have, cut the sentence or write the plain version. A fabrication is a defect even when it reads better. (Fiction is the exception; there, invention is the assignment.) …
Read the whole file at its exact version.
How to install
mdr add lifecycle-innovations-limited/claude-ops/ops-humanizer@sha256:d20a8e599f7792b6The line at the top of this page pins the label git:20260901.9d2d383, 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_kcabytetcxxc6axu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 1, 2026.
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 (4101 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
lifecycle-innovations-limited/claude-ops · 548 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kcabytetcxxc6axu GET https://markdownregistry.com/api/v1/resolve?ref=lifecycle-innovations-limited/claude-ops/ops-humanizer GET https://markdownregistry.com/api/v1/blob/d20a8e599f7792b68a375b69910a942fef42b7afae9868f33ff76efa2b63438f
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.