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SQLiteCpp: Skill for Claude Code

.claude/skills/humanizer/SKILL.md

humanizer is a skill for Claude Code from SRombauts/SQLiteCpp. It costs 93 tokens per session (7,361 once invoked), scanned A, a copy of humanizer, MIT.

A writing editor that revises text to remove common signs of machine-generated prose while preserving its meaning and intended voice.

In plain words
What is it for?
Use it to review and rewrite drafts, identify artificial-sounding patterns, and produce clearer text in a chosen tone.
Why use it?
It helps writing sound more natural by replacing promotional, vague, repetitive, or formulaic phrasing.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool; mentions Codex; mentions OpenCode.

This is SRombauts/SQLiteCpp's own configuration. It tells Claude Code how to work on SQLiteCpp 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 SQLiteCpp configures →

not rated 2.8krepo +7 13d ago A scan 93 tokens copy · 91% MIT
View source ↗ SRombauts/SQLiteCpp srombauts.github.io
About the project

SQLiteC++ is a C++ wrapper around SQLite's native C interface, providing classes for working with SQLite databases. It is used by C++ developers who want a lightweight interface with standard library types, exceptions, and resource management. The catalogue entries provide skills for working with the library.

SRombauts/SQLiteCpp · 2,807 stars · on GitHub · srombauts.github.io

Reuse

Borrowing it

Nothing to install: this file belongs to SRombauts/SQLiteCpp. 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/SRombauts/SQLiteCpp/master/.claude/skills/humanizer/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/SRombauts/SQLiteCpp

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 humanizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/srombauts/sqlitecpp/humanizer/github.svg)](https://agentmods.dev/skills/srombauts/sqlitecpp/humanizer)
Your own site
<a href="https://agentmods.dev/skills/srombauts/sqlitecpp/humanizer"><img src="https://agentmods.dev/badge/skills/srombauts/sqlitecpp/humanizer/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 humanizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/srombauts/sqlitecpp/humanizer"><img src="https://agentmods.dev/badge/skills/srombauts/sqlitecpp/humanizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,361 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin 91% 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 $0.00093 $0.07361
Opus 5.5 $0.00037 $0.02944
Sonnet 5.5 $0.00019 $0.01472
Haiku 4.5 $0.00009 $0.00736

Measured 2mo ago against content hash 2dd885dd96a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

humanizer scanned grade A with 1 finding 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 2mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Curly quotes alone.** macOS, Word, Google Docs, and most CMSes auto-curl by default. Curly quotes only count when stacked with other tells.
Origin

This is a copy

91% identical to humanizer — 254 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/humanizer/SKILL.md · 622 lines

How it starts

The opening of the file, as written. The whole thing — 622 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Humanizer: Remove AI Writing Patterns

You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.

Your Task

When given text to humanize:

  1. Identify AI patterns - Scan for the patterns listed below.
  2. Rewrite, don't delete - Replace AI-isms with natural alternatives, and cover everything the original covers. If the original has five paragraphs, the rewrite has five paragraphs.
  3. Preserve meaning - Keep the core message intact.
  4. Match the voice - Fit the intended tone (formal, casual, technical). Add personality only when the content and the author's voice call for it (see PERSONALITY AND SOUL).

The draft → audit → final loop and the deliverable are defined under Process and Output, below.

Voice Calibration (Optional)

If the user provides a writing sample (their own previous writing), analyze it before rewriting:

  1. Read the sample first. Note:

    • Sentence length patterns (short and punchy? Long and flowing? Mixed?)
    • Word choice level (casual? academic? somewhere between?)
    • How they start paragraphs (jump right in? Set context first?)
    • Punctuation habits (lots of dashes? Parenthetical asides? Semicolons?)
    • Any recurring phrases or verbal tics
    • How they handle transitions (explicit connectors? Just start the next point?)

  2. Match their voice in the rewrite. Don't just remove AI patterns - replace them with patterns from the sample. If they write short sentences, don't produce long ones. If they use "stuff" and "things," don't upgrade to "elements" and "components."

  3. When no sample is provided, fall back to the default behavior (natural, varied, opinionated voice from the PERSONALITY AND SOUL section below).

How to provide a sample

  • Inline: "Humanize this text. Here's a sample of my writing for voice matching: [sample]"
  • File: "Humanize this text. Use my writing style from [file path] as a reference."

Read the full file on GitHub · 622 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. 2mo ago First seen · 622 lines · 93 tokens per session scan A 2dd885dd96a6

Subscribe to this mod's changes

humanizer is a skill published in the GitHub repository SRombauts/SQLiteCpp (2,807 stars, last pushed 13d ago), licensed MIT. It adds 93 tokens to every session and 7,361 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). It is 91% identical to humanizer, differing in 254 lines, and is treated as a copy.

Writing and docs
Related

humanizer compared with skills from other repositories

humanizer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
humanizerSRombauts/SQLiteCppSkill2.8k13d agoMITA93Claude Code
imagegenopenai/codexSkill133ktodayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
chat-pet-sprite-creationmicrosoft/vscodeSkill195ktodayMITA53Claude Code, Codex