transcriptor-mcp: Skill for Claude Code

.claude/skills/simple-english/SKILL.md

simple-english is a skill for Claude Code from samson-art/transcriptor-mcp. It costs 208 tokens per session (1,944 once invoked), scanned A, a copy of simple-english, MIT.

A writing guide for clear English that readers outside a technical field can understand. It uses short sentences, active voice, and defines technical terms when they first appear.

In plain words
What is it for?
Use it to write or rewrite instructions, explanations, and other technical documentation in plain English.
Why use it?
It removes dense wording and unclear instructions from documentation and chat responses.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions Codex; mentions Gemini CLI; mentions OpenCode.

This is samson-art/transcriptor-mcp's own configuration. It tells Claude Code how to work on transcriptor-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything transcriptor-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to samson-art/transcriptor-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/samson-art/transcriptor-mcp/main/.claude/skills/simple-english/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/samson-art/transcriptor-mcp

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for simple-english

README.md
[![agentmods](https://agentmods.dev/badge/skills/samson-art/transcriptor-mcp/simple-english/github.svg)](https://agentmods.dev/skills/samson-art/transcriptor-mcp/simple-english)
Your own site
<a href="https://agentmods.dev/skills/samson-art/transcriptor-mcp/simple-english"><img src="https://agentmods.dev/badge/skills/samson-art/transcriptor-mcp/simple-english/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for simple-english

Your own site · 80×15
<a href="https://agentmods.dev/skills/samson-art/transcriptor-mcp/simple-english"><img src="https://agentmods.dev/badge/skills/samson-art/transcriptor-mcp/simple-english.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 208 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,944 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 94% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00208 $0.01944
Opus 5.5 $0.00083 $0.00778
Sonnet 5.5 $0.00042 $0.00389
Haiku 4.5 $0.00021 $0.00194

Measured 21d ago against content hash 179e947c6e38, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

simple-english scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 21d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

94% identical to simple-english — 25 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/skills/simple-english/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Simple English

Write plain English that a smart reader outside your field understands on one read. The rules come from ASD-STE100, the controlled language aerospace uses so a tired mechanic cannot misread an instruction. Two registers exist: the document you write or rewrite, and the reply you type in chat. Each has its own short rule set below. Nothing else in this file is optional.

The Document

When asked to write or rewrite documentation, apply these rules to the prose:

  1. Classify each passage. Procedural text tells the reader what to do: imperative mood, 20 words per sentence, one instruction per sentence. Descriptive text explains: simple tenses, 25 words per sentence, one topic per paragraph, six sentences per paragraph at most.
  2. Never touch code, identifiers, commands, flags, file paths, quoted errors, product names, or facts. When the source gives no number or cause, keep the general statement.
  3. Condition before command, with a comma. "If the build fails, read the log."
  4. Simple tenses, active voice. No present perfect ("has completed" → "completed"). No "-ing" verb after a comma (", making it easy" → new sentence). Name the actor: "You run the migration."
  5. Modals: can, will, must. Never should, would, may, might, could. A required "should" becomes "must". An optional one is deleted.
  6. Complete grammar. No contractions, keep articles, keep "that". Short sentences, not telegraph style.
  7. No semicolons and no em-dashes. Write two sentences, or name the relation.
  8. One word, one meaning, for the whole document. Use make sure that for check, verify, confirm, validate, ensure. Use configuration for config, settings, options. Break noun chains over three words with a preposition ("the timeout value for the connection pool").
  9. State what the reader needs before you name the action. Define a concept term at its first use, under ten words, one per sentence. Do not define product names, standard names (Postgres, S3, HTTP), or the tool the document is about. The same rule covers a fact, not just a word: name the host, the flag, or the prior step that a command depends on, instead of assuming the reader already has it. "Restart the service" becomes "Restart the sync service on the host that runs the job."
  10. State the fact, not its importance. Delete words that carry no fact: simply, seamlessly, robust, powerful, comprehensive, leverage, crucial, "in order to", "it is worth noting". No "not just X, it is Y". No decorative triplets. No "in conclusion".
  11. Format for the eye, not for decoration. No bold lead-ins, no bold as emphasis, no emoji, no heading over two sentences. A vertical list is for three or more parallel items or steps: colon on the lead-in, uppercase start, one instruction per item.
  12. Warnings: command or condition first, then the risk. "Do not run this against production. The command deletes rows."

Read the full file on GitHub · 96 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 21d ago First seen · 96 lines · 208 tokens per session scan A 179e947c6e38

Subscribe to this mod's changes

simple-english is a skill published in the GitHub repository samson-art/transcriptor-mcp (23 stars, last pushed 10d ago), licensed MIT. It adds 208 tokens to every session and 1,944 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 94% identical to simple-english, differing in 25 lines, and is treated as a copy.