Menu

Individual skill

plain-language-rewrite

0upvotes

Rewrite jargon-dense text into plain language without losing precision — the translation pass that keeps every fact and qualifier, the jargon triage (terms to replace, terms to keep-and-define), and the reading-level honesty for the actual audience. Use when asked make this readable, translate this for non-experts, de-jargon this announcement, or rewrite this so my parents/customers/new hires understand it. Produces the rewrite with a fidelity check, the jargon ledger, and the kept-terms glossary line.

plugins/pm-cowork/skills/plain-language-rewrite/SKILL.md

Read pinned source

Source commit e0009a385c480fb0b5687e7412df67c7c64f7cee

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 12, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,542
Repository last updated
Nov 11, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Plain Language Rewrite Skill

Plain language has a bad reputation because it's done badly — "simplifying" that quietly drops the qualifiers, rounds the numbers, and turns precise claims into vibes. Done right, it's a *translation* with a fidelity guarantee: every fact, number, condition, and hedge in the original survives; what changes is the packaging — sentence length, word choice, structure, and the jargon triage (most terms translate; some are load-bearing and get kept-and-defined instead, because renaming a term of art creates confusion downstream). The test is a reader who knows nothing and a checker who knows everything, both satisfied.

## What This Skill Produces

- **The rewrite** — the same content at the target reading level, structured for the new reader
- **The fidelity check** — facts/numbers/qualifiers in original vs. rewrite, diffed to zero loss
- **The jargon ledger** — each term: translated (to what) / kept-and-defined (why it's load-bearing)
- **The audience calibration** — what the target reader knows, and the one-notch rule applied

## Required Inputs

Ask for these if not provided:
Back to top