dumbify

dumbify is a skill for Claude Code, Codex from Global-mindee/WAY. It costs 84 tokens per session (1,132 once invoked), scanned A, original, MIT.

Use when writing or auditing content that has to be easy to follow — explainer reels, teaching carousels, how-to scripts, any piece that teaches or explains something — or when a draft feels dense, jargony, high-effort, or hard to follow. Lowers reading level and mental load so people keep watching and reading. Pairs…

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/global-mindee/way/dumbify
Any agent
npx skills add Global-mindee/WAY --skill dumbify
Clone the repo
git clone --depth 1 https://github.com/Global-mindee/WAY

Made for: Claude Code, Codex.

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 dumbify

README.md
[![agentmods](https://agentmods.dev/badge/skills/global-mindee/way/dumbify.svg)](https://agentmods.dev/skills/global-mindee/way/dumbify)
Your own site
<a href="https://agentmods.dev/skills/global-mindee/way/dumbify"><img src="https://agentmods.dev/badge/skills/global-mindee/way/dumbify.svg" alt="Measured on agentmods" height="20"></a>
Per session 84 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,132 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found 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 $0.00084 $0.01132
Opus 5 $0.00042 $0.00566
Sonnet 5 $0.00017 $0.00226
Haiku 4.5 $0.00008 $0.00113

Measured today against content hash 830e17a33b48, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

dumbify 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 today.

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.

skills/03_business/dumbify/SKILL.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dumbify

People don't churn because content is too simple. They churn because following it is too much work. Every bit of mental effort — a fancy word, a nested sentence, undefined jargon — is a reason to swipe away. This skill cuts that effort.

Target: ~8th-grade reading level for the body, ~6th for hooks. Easy to follow = low strain = high retention.

Simple language, not simple ideas

You are lowering the reading level, not dumbing down the thinking. The idea can be sophisticated; the words shouldn't be. Simple ≠ simplistic. A sharp 13-year-old should be able to follow it — that doesn't mean the insight is for 13-year-olds.

Where it earns its keep

  • High value: explainers, educational/teaching content, how-to, anything on a technical, financial, or abstract topic. This is where dense writing kills retention.
  • Low value: already-conversational captions, short hooks, casual personal stories — these come out simple naturally. Don't force this skill where there's nothing to simplify.

The moves

  1. Cut jargon — or swap it for the word you'd use telling a friend who isn't in the field. (Jargon the audience shares is fine — it's only friction when they don't have it. If you have an audience profile, respect the jargon they already know; a technical audience keeps its technical words.)
  2. One idea per sentence — break nested clauses into separate sentences.
  3. Common words over fancy onesuse not utilize, help not facilitate, show not demonstrate, enough not sufficient, about not approximately.
  4. Concrete over abstract — "the export button" not "the relevant control"; "you'll save 2 hours" not "efficiency gains."
  5. Active voice — "the model picks the next word," not "the next word is selected by the model."
  6. Cut filler that adds no meaning — "basically," "in order to," "the fact that."
  7. Teach by example — one concrete example lowers load more than a precise definition. Show it happening.

Read the full file on GitHub · 64 lines

Files

What ships with it

2 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. today First seen · 64 lines · 84 tokens per session scan A 830e17a33b48

Subscribe to this mod's changes

dumbify is a skill published in the GitHub repository Global-mindee/WAY (11 stars, last pushed 1mo ago), licensed MIT. It adds 84 tokens to every session and 1,132 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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