Plain And Precise — Development skill for Claude Code
A Claude skill that rewrites expert health and policy writing for non-expert readers without letting the claims drift: every change explained, every shift in meaning flagged, tuned to four reader type.
How to install Plain And Precise
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open nataliachalmers/plain-and-precise and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Plain And Precise does
A Claude skill that rewrites expert health and policy writing for non-expert readers without letting the claims drift: every change explained, every shift in meaning flagged, tuned to four reader types, with an editor mode and a coach mode.
Alternatives in Development
- Reader Review — reader skill — 苛刻读者版 669 ★
- Weekly Retro — Weekly retro - pull metrics, compare to goal trajectory, recommend one priority shift 324 ★
- Obsidian Ingest — Ingest a source into the vault — the vault rewrites itself around new knowledge 277 ★
README
plain-and-precise
A Claude skill that rewrites expert health and policy writing for non-expert readers without letting the claims drift: every change explained, every shift in meaning flagged, tuned to four reader types, with an editor mode and a coach mode.
Readers outside your field — a newspaper reader, a health-system CEO, a Hill staffer, a coalition member — decide in the first two sentences whether to keep going, and none of them will look up a term. Plain language is translation into the reader's words, not dumbing down. The risk is that a smoother sentence quietly changes a claim: "preventive dental services" becomes "a checkup", "associated with" becomes "leads to", "cleared" becomes "approved". So every rewrite here is checked back against what the original actually claimed, and the places where plainness cost precision are handed back as decisions, not buried.
Two modes
- Edit (default): the rewrite, ready to paste, with a change log and drift flags.
- Coach: say "coach me" or "don't rewrite it." Same reading and diagnosis, but the fixes come as patterns worked on one of your own sentences, three per round, and you do the rest. It never hands back a finished piece in coach mode unless you switch with "just edit it."
Four readers
What "plain" means depends on who is reading. Same finding, different first sentence.
| Reader | Typical pieces | What plain means here |
|---|---|---|
| General public | Op-eds, LinkedIn posts | One idea, a person in the first two sentences, no acronyms, the first line carries the point |
| Payer, health-system and Hill | One-pagers, memos, letters | The ask and the number in the first paragraph; their currency is cost, access, measurement, precedent; it has to survive being forwarded |
| Lay summary of research | Press-style and blog paragraphs, patient-facing versions | What was studied, what was found, what it means, what it does not show; numbers exact with denominators; associations stay associations |
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