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Ecommerce Copy Humanizer
by
LeroyCreates
· GitHub ↗
· v1.0.2
· MIT-0
420
Downloads
0
Stars
2
Active Installs
2
Versions
Install in OpenClaw
/install ecommerce-copy-humanizer
Description
Humanize English ecommerce copy to remove obvious AI tone while preserving selling intent, channel fit, and safer claim boundaries for product pages, ads, ca...
README (SKILL.md)
Ecommerce Copy Humanizer
Make English ecommerce copy sound more human, more native, and less obviously AI-generated without turning it into bland editing.
Language scope
- Language: English only
- Input should be primarily in English
- Output stays in English
- Not for translation or bilingual localization
Use when
- Product page copy feels robotic, generic, or over-polished
- Ad copy sounds templated and “AI-written”
- Captions or selling scripts feel unnatural to native ecommerce readers
- Customer-facing ecommerce copy needs a more human tone without losing persuasion
Do not use when
- You need translation between languages
- You need legal, medical, or regulated compliance signoff
- You want long-form brand storytelling unrelated to commerce performance
- You want the tool to invent claims, proof, or exaggerated benefits
- You only need grammar correction with no tone or conversion context
Inputs
- original English copy
- channel or platform
- target audience
- desired tone
- words / claims to avoid
- any proof points or offer elements that must remain intact
Workflow
- Detect obvious AI tone, generic filler, stiff phrasing, and translated-looking patterns.
- Rewrite into more natural English ecommerce language.
- Preserve the offer, proof direction, CTA intent, and channel fit.
- Reduce robotic phrasing without draining the commercial edge.
- Flag risky wording and suggest safer swaps where needed.
Output
- Key AI-tone issues found
- Humanized main version
- Optional alternate version
- Safer wording swaps / risk notes
- Short usage guidance by context
Quality bar
- Should sound like real English ecommerce communication, not model-generated filler
- Should stay persuasive instead of becoming flat “nice writing”
- Should preserve the original selling point unless it is risky or unsupported
- Should be usable on storefronts, ads, captions, and customer-touch surfaces
- Should not fabricate claims or drift away from the product truth
What better looks like
Better output is not just smoother grammar. It should:
- remove obvious AI fingerprints
- keep urgency or selling intent where appropriate
- sound native to ecommerce, not academic or generic marketing copy
- feel more believable, specific, and human
- still be safe enough for real publishing workflows
Resource
See references/output-template.md.
Usage Guidance
This skill is instruction-only and appears internally consistent with its stated purpose, but remember: 1) Any content you send to the agent (product copy, claims, or customer data) will be processed by the platform/model — avoid pasting sensitive customer PII or secrets. 2) The skill will rewrite copy but does not perform legal, medical, or regulatory validation — have a human reviewer or compliance process verify claims before publishing. 3) Test on representative examples and review suggested 'risk-safe wording' carefully to ensure it doesn't unintentionally weaken required proof points. If you need stronger guarantees around privacy, provenance, or claim validation, consider a workflow that includes human approval or integration with your compliance tooling.
Capability Analysis
Type: OpenClaw Skill
Name: ecommerce-copy-humanizer
Version: 1.0.2
The skill bundle is a text-processing tool designed to humanize ecommerce copy. It contains no executable code, scripts, network requests, or file system access. The instructions in SKILL.md and the template in references/output-template.md are strictly limited to content rewriting and tone adjustment, with no evidence of malicious intent or prompt-injection attacks.
Capability Assessment
Purpose & Capability
The name and description match the SKILL.md workflow: detecting AI tone, rewriting ecommerce copy, preserving offers/CTAs, and flagging risky claims. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
The SKILL.md confines itself to analyzing and rewriting English ecommerce copy and producing an output template. It does not instruct reading system files, environment variables, or sending data to external endpoints. The steps and outputs are narrowly scoped to the stated task.
Install Mechanism
No install spec or code is included (instruction-only), so nothing is downloaded or written to disk. This is the lowest-risk install profile and is appropriate for a text-processing helper.
Credentials
The skill requests no environment variables, credentials, or config paths. The lack of secrets is proportionate to a purely instructional text-rewriting skill.
Persistence & Privilege
Defaults are used (not always:true). The skill does not request persistent or elevated privileges and does not modify other skill or system configurations.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ecommerce-copy-humanizer - After installation, invoke the skill by name or use
/ecommerce-copy-humanizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
Upgrade skill structure for English ecommerce copy humanization with stronger commercial intent.
v1.0.0
Initial beta release
Metadata
Frequently Asked Questions
What is Ecommerce Copy Humanizer?
Humanize English ecommerce copy to remove obvious AI tone while preserving selling intent, channel fit, and safer claim boundaries for product pages, ads, ca... It is an AI Agent Skill for Claude Code / OpenClaw, with 420 downloads so far.
How do I install Ecommerce Copy Humanizer?
Run "/install ecommerce-copy-humanizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ecommerce Copy Humanizer free?
Yes, Ecommerce Copy Humanizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ecommerce Copy Humanizer support?
Ecommerce Copy Humanizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ecommerce Copy Humanizer?
It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.2.
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