Official agent skill

Docs Reader Review

by prisma in prisma/web

A skill your agent uses when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too…

OfficialNo licenceAuto-check passedWriting & Content

Install Docs Reader Review

skills CLI
$ npx skills add prisma/web --skill docs-reader-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install prisma/web docs-reader-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/prisma/web.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/docs-reader-review .claude/skills/docs-reader-review && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
docs-reader-review
GitHub stars
1.1k
Token cost
~2.4k tokens
SKILL.md length
1,518 words
Files
8 (incl. scripts, references)
Skills in repo
6
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too…

  • Works in 6 steps: Run the banned-term check → Dispatch the reader → Fix every mark → …
  • Section has been written
  • SKILL.md covers Pre-conditions, Workflow, Rationalizations that do not… and Output
  • Runs Shell and Python scripts from its folder

What it does

Docs Reader Review is an agent skill from prisma/web, published by the product's own GitHub organization. Use when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too much jargon", "plain language", or when a docs brief asks for a review before a pull request.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/ai-writing-signs.md`, `references/banned-terms.md` and `references/explain-not-state.md`).

It sits in Writing & Content, covering Plain language and style rules and Pull requests. It works with Prisma. The repository describes itself as: 📚 Prisma Web Monorepo.

When your agent uses it

  • Section has been written
  • Rewritten and is about to be handed over
  • The operator says reader review
  • Does this read like a human wrote it

Example prompts

  • “reader review”
  • “does this read like a human wrote it”
  • “too much jargon”
  • “/docs-reader-review”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Run the banned-term check
  2. Dispatch the reader
  3. Fix every mark
  4. Repeat
  5. Re-check the facts
  6. Hand over

What it can do on your machine

Read from SKILL.md and the folder at commit 00dd22d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 3 files in scripts/ (Shell and Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • en.wikipedia.org

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Docs Reader Review loads about 2.4k tokens when it runs, and up to ~8.1k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 1,518 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~8.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,518 words (~2,424 tokens).

“Run a page through the eyes of the reader it is for, before anyone else sees it. The biggest complaint about the Prisma docs is that pages read as if a model wrote them: vocabulary from the source code, mechanism…”

— opening of SKILL.md by prisma
name
docs-reader-review
metadata.author
Prisma
metadata.version
2026.9.16

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files (scripts, references) in .claude/skills/docs-reader-review of prisma/web.

  • SKILL.md
  • references/ai-writing-signs.md
  • references/banned-terms.md
  • references/explain-not-state.md
  • references/reader-persona.md
  • scripts/check-ai-signs.sh
  • scripts/check-plain.sh
  • scripts/check-staccato.py

Open the folder on GitHubat commit 00dd22d

Compare with similar skills

Docs Reader Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Docs Reader Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Docs Reader Review this skillprisma/web1.1k—~2.4kAutomated safety check: PassNone
Technical Writing Standardcursor/plugins10k10 repos~2.4kAutomated safety check: PassNone
Repo System Maptamdogood/builder-essential-skills218—~3kAutomated safety check: NotesMIT
Technical Writingcitypaul/.dotfiles739—~2.5kAutomated safety check: PassMIT
Simple Issue Descriptionevery-app/open-seo23k1 repos~1.2kAutomated safety check: PassMIT
Issue BriefVasiHemanth/tokentelemetry376—~1.5kAutomated safety check: PassMIT

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Works with

Questions about Docs Reader Review

What does Docs Reader Review do?

A skill your agent uses when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too…. Docs Reader Review is an agent skill from prisma/web, published by the product's own GitHub organization. Use when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too much jargon", "plain language", or when a docs brief asks for a review before a pull request.

When should I use Docs Reader Review?

Docs Reader Review fits situations like: section has been written; rewritten and is about to be handed over; the operator says reader review; does this read like a human wrote it.

How do I install Docs Reader Review in Claude Code?

Run `npx skills add prisma/web --skill docs-reader-review -a claude-code`. Or copy the skill folder (.claude/skills/docs-reader-review in prisma/web) into .claude/skills/docs-reader-review in your project. Claude Code loads it when a task matches its description.

How do I install Docs Reader Review in Codex?

Run `npx skills add prisma/web --skill docs-reader-review -a codex`. Or copy the skill folder (.claude/skills/docs-reader-review in prisma/web) into .agents/skills/docs-reader-review in your project. Codex loads it when a task matches its description.

Can I use Docs Reader Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add prisma/web --skill docs-reader-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/docs-reader-review, .gemini/skills/docs-reader-review, .github/skills/docs-reader-review and .opencode/skills/docs-reader-review in your project.

What does Docs Reader Review need to run?

Going by SKILL.md and its folder, Docs Reader Review needs a shell and Python for the scripts in its folder. Our summary lists: Python 3; A Bash shell.

Does Docs Reader Review access the network?

SKILL.md names 1 domain. As links in the text: en.wikipedia.org. This is read from the text; nothing was executed.

Is Docs Reader Review safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Docs Reader Review use?

No licence was found for Docs Reader Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Docs Reader Review use?

About 2.4k tokens (SKILL.md is roughly 9.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.6k tokens, read only when the agent opens those files.

What are the alternatives to Docs Reader Review?

Skills that share tags, products or a category with Docs Reader Review: Technical Writing Standard (cursor/plugins, 10k stars), Repo System Map (tamdogood/builder-essential-skills, 218 stars), Technical Writing (citypaul/.dotfiles, 739 stars) and Simple Issue Description (every-app/open-seo, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Docs Reader Review?

prisma (a GitHub organization, an official publisher) maintains it in prisma/web, which has 1,103 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 7, 2026.

Source: prisma/web on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.