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Install in OpenClaw
/install text-humanizer-instruction-based
Description
Detect and rewrite AI-generated writing patterns, em dashes, rule-of-three lists, sycophantic openers, hollow buzzwords like "delve" and "landscape", and rep...
Usage Guidance
This skill is coherent with its stated purpose and does not request credentials or downloads. Consider that it will rewrite input text according to its internal rule set and may change tone or nuance — review outputs before using in sensitive contexts (job applications, legal/medical text, or anything where precise wording matters). If you want an explicit list of detected 'tells' rather than silent edits, ask the skill for a detection report. If you are concerned about autonomous invocation by an agent, control when the skill is enabled and monitor actions that send edited text externally.
Capability Analysis
Type: OpenClaw Skill
Name: text-humanizer-instruction-based
Version: 0.1.0
The skill bundle is a legitimate text-processing tool designed to identify and rewrite common AI-generated writing patterns (e.g., 'delve', 'landscape', em-dash overuse). The instructions in SKILL.md are focused entirely on stylistic editing and include explicit guardrails against sycophancy and factual alteration, with no evidence of data exfiltration, malicious execution, or harmful prompt injection.
Capability Assessment
Purpose & Capability
Name/description (detect and rewrite AI-style wording) align with the SKILL.md. The skill requires no binaries, no credentials, and has no install step — all proportionate for an instruction-only text-rewriting helper.
Instruction Scope
The SKILL.md contains a detailed master list of 45 patterns and precise rewrite rules; it instructs the agent to read the whole input, infer purpose/audience if unstated, and apply rules silently (unless a detection report is requested). This behavior is consistent with the skill goal but means the agent may rewrite content without showing a step-by-step detection summary by default — users who want explicit change logs should request a report.
Install Mechanism
No install spec or code is provided; this is an instruction-only skill, so nothing is written to disk or downloaded.
Credentials
The skill requests no environment variables, credentials, or config paths. There is no disproportionate access to secrets or external services.
Persistence & Privilege
always is false and the skill does not request elevated or persistent system presence. It is user-invocable and can be invoked autonomously per platform defaults, which is normal for skills of this type.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install text-humanizer-instruction-based - After installation, invoke the skill by name or use
/text-humanizer-instruction-based - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
**Initial public release with direct AI "tell" detection and rewrite**
- Detects and rewrites overused AI-generated patterns, words, and structures for more natural, human-sounding text.
- Targets vocabulary tells, repetitive phrasing, em dashes, "rule-of-three" lists, and common buzzwords.
- Runs locally without calling external APIs.
- Clear guidance on when to trigger the skill versus when not to use it.
- Designed for cleaning up text for job applications, articles, academic work, and social posts to avoid robotic tone.
Metadata
Frequently Asked Questions
What is Text Humanizer Instruction Based?
Detect and rewrite AI-generated writing patterns, em dashes, rule-of-three lists, sycophantic openers, hollow buzzwords like "delve" and "landscape", and rep... It is an AI Agent Skill for Claude Code / OpenClaw, with 149 downloads so far.
How do I install Text Humanizer Instruction Based?
Run "/install text-humanizer-instruction-based" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Text Humanizer Instruction Based free?
Yes, Text Humanizer Instruction Based is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Text Humanizer Instruction Based support?
Text Humanizer Instruction Based is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Text Humanizer Instruction Based?
It is built and maintained by arbazex (@arbazex); the current version is v0.1.0.
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