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在 OpenClaw 中安装
/install text-humanizer-instruction-based
功能描述
Detect and rewrite AI-generated writing patterns, em dashes, rule-of-three lists, sycophantic openers, hollow buzzwords like "delve" and "landscape", and rep...
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install text-humanizer-instruction-based - 安装完成后，直接呼叫该 Skill 的名称或使用
/text-humanizer-instruction-based触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
Text Humanizer Instruction Based 是什么？
Detect and rewrite AI-generated writing patterns, em dashes, rule-of-three lists, sycophantic openers, hollow buzzwords like "delve" and "landscape", and rep... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 149 次。
如何安装 Text Humanizer Instruction Based？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install text-humanizer-instruction-based」即可一键安装，无需额外配置。
Text Humanizer Instruction Based 是免费的吗？
是的，Text Humanizer Instruction Based 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Text Humanizer Instruction Based 支持哪些平台？
Text Humanizer Instruction Based 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Text Humanizer Instruction Based？
由 arbazex（@arbazex）开发并维护，当前版本 v0.1.0。
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