solo-humanize

solo-humanize is a skill for Claude Code from fortunto2/solo-factory. It costs 43 tokens per session (2,141 once invoked), scanned A, original, MIT.

A text-editing guide for making writing sound more natural and less like automatically generated copy. It focuses on removing common AI-style patterns and stock wording.

In plain words
What is it for?
Use it to humanize text, remove AI patterns, clean up em dashes and stock phrases, or revise copy that sounds machine-generated.
Why use it?
It helps when copy feels generic or artificial to a reader. The result is intended to read more like ordinary human writing.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md; built for openclaw.

Part of the solo plugin — 45 skills, 2 commands, 3 agents, 3 hooks shipped together

Good fit Use it to humanize text, remove AI patterns, clean up em dashes and stock phrases, or revise copy that sounds machine-generated.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/fortunto2/solo-factory/humanize
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.

Any agent
npx skills add fortunto2/solo-factory --skill humanize
Clone the repo
git clone --depth 1 https://github.com/fortunto2/solo-factory

Made for: Claude Code.

Or install solo, the plugin that ships this one along with the rest of its 45 skills, 2 commands, 3 agents, 3 hooks.

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 solo-humanize

README.md
[![agentmods](https://agentmods.dev/badge/skills/fortunto2/solo-factory/humanize/github.svg)](https://agentmods.dev/skills/fortunto2/solo-factory/humanize)
Your own site
<a href="https://agentmods.dev/skills/fortunto2/solo-factory/humanize"><img src="https://agentmods.dev/badge/skills/fortunto2/solo-factory/humanize/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 solo-humanize

Your own site · 80×15
<a href="https://agentmods.dev/skills/fortunto2/solo-factory/humanize"><img src="https://agentmods.dev/badge/skills/fortunto2/solo-factory/humanize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,141 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 original 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 5.1 $0.00043 $0.02141
Opus 5 $0.00022 $0.01071
Sonnet 5 $0.00009 $0.00428
Haiku 4.5 $0.00004 $0.00214

Measured 9d ago against content hash fee0ad507dd9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

solo-humanize 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 9d 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.

skills/humanize/SKILL.md · 206 lines

How it starts

The opening of the file, as written. The whole thing — 206 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/humanize

Strip AI writing patterns from user-facing text. Takes a file or pasted text and rewrites it to read like a human wrote it, without losing meaning or structure.

Why this exists

LLM output has recognizable tells — em dashes, stock phrases, promotional inflation, performed authenticity. Readers (and Google) notice. This skill catches those patterns and rewrites them.

When to use

  • After /content-gen, /landing-gen, /video-promo — polish the output
  • Before publishing any user-facing prose (blog posts, landing pages, emails)
  • When editing CLAUDE.md or docs that will be read by humans
  • Standalone: /humanize path/to/file.md

Input

  • File path from $ARGUMENTS — reads and rewrites in place
  • No argument — asks to paste text, outputs cleaned version
  • Works on .md, .txt, and text content in .tsx/.html (string literals only)

Pattern Catalog

1. Em Dash Overuse (—)

The most obvious AI tell. Replace with commas, periods, colons, or restructure the sentence.

Before After
"The tool — which is free — works great" "The tool (which is free) works great"
"Three features — speed, security, simplicity" "Three features: speed, security, simplicity"
"We built this — and it changed everything" "We built this. It changed everything."

Rule: Max 1 em dash per 500 words. Zero is better.

2. Stock Phrases

Phrases that signal "AI wrote this." Remove or replace with specific language.

Filler phrases (delete entirely):

  • "it's worth noting that" → (just state the thing)
  • "at the end of the day" → (cut)
  • "in today's world" / "in the modern landscape" → (cut)
  • "without further ado" → (cut)
  • "let's dive in" / "let's explore" → (cut)

Promotional inflation (replace with specifics):

  • "game-changer" → what specifically changed?
  • "revolutionary" → what's actually new?
  • "cutting-edge" → describe the technology
  • "seamless" → "works without configuration" (or whatever it actually does)
  • "leverage" → "use"
  • "robust" → "handles X edge cases" (specific)
  • "streamline" → "cut steps from N to M"
  • "empower" → what can the user now do?
  • "unlock" → what's the actual capability?

Read the full file on GitHub · 206 lines

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. 9d ago First seen · 206 lines · 43 tokens per session scan A fee0ad507dd9

Subscribe to this mod's changes

solo-humanize is a skill published in the GitHub repository fortunto2/solo-factory (18 stars, last pushed yesterday), licensed MIT. It adds 43 tokens to every session and 2,141 once invoked, about $0.0002 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 2026-08-30.