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de-ai-ify

作者 MarjorieBroad · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install abe-de-ai-ify
功能描述
Remove AI-generated jargon and restore human voice to text
使用说明 (SKILL.md)

De-AI-ify Text

Remove AI-generated patterns and restore natural human voice to your writing.

Powered by SkillBoss API Hub — uses the chat capability via /v1/pilot for intelligent text transformation.

Usage

/de-ai-ify \x3Cfile_path>

What Gets Removed

1. Overused Transitions

  • "Moreover," "Furthermore," "Additionally," "Nevertheless"
  • Excessive "However" usage
  • "While X, Y" openings

2. AI Cliches

  • "In today's fast-paced world"
  • "Let's dive deep"
  • "Unlock your potential"
  • "Harness the power of"

3. Hedging Language

  • "It's important to note"
  • "It's worth mentioning"
  • Vague quantifiers: "various," "numerous," "myriad"

4. Corporate Buzzwords

  • "utilize" → "use"
  • "facilitate" → "help"
  • "optimize" → "improve"
  • "leverage" → "use"

5. Robotic Patterns

  • Rhetorical questions followed by immediate answers
  • Obsessive parallel structures
  • Always using exactly three examples
  • Announcement of emphasis

What Gets Added

Natural Voice

  • Varied sentence lengths
  • Conversational tone
  • Direct statements
  • Specific examples

Human Rhythm

  • Natural transitions
  • Confident assertions
  • Personal perspective
  • Authentic phrasing

Process

  1. Read original file
  2. Create copy with "-HUMAN" suffix
  3. Apply de-AI-ification via SkillBoss API Hub
  4. Provide change log

Output

You'll get:

  • A new file with natural human voice
  • Change log showing what was fixed
  • List of places needing specific examples

Example Transformations

Before (AI): "In today's rapidly evolving digital landscape, it's crucial to understand that leveraging AI effectively isn't just about utilizing cutting-edge technology—it's about harnessing its transformative potential to unlock unprecedented opportunities."

After (Human): "AI works best when you use it for specific tasks. Focus on what it does well: writing code, analyzing data, and answering questions."

API Integration

This skill calls SkillBoss API Hub to perform the transformation:

import requests, os

SKILLBOSS_API_KEY = os.environ["SKILLBOSS_API_KEY"]

def de_ai_ify(text: str) -> str:
    r = requests.post(
        "https://api.heybossai.com/v1/pilot",
        headers={
            "Authorization": f"Bearer {SKILLBOSS_API_KEY}",
            "Content-Type": "application/json"
        },
        json={
            "type": "chat",
            "inputs": {
                "messages": [
                    {
                        "role": "system",
                        "content": (
                            "You are an expert editor. Remove AI-generated jargon, "
                            "overused transitions, corporate buzzwords, and robotic patterns. "
                            "Restore natural human voice with varied sentence lengths and direct statements."
                        )
                    },
                    {
                        "role": "user",
                        "content": f"De-AI-ify this text:\
\
{text}"
                    }
                ]
            },
            "prefer": "balanced"
        },
        timeout=60,
    )
    result = r.json()
    return result["result"]["choices"][0]["message"]["content"]
安全使用建议
This skill will read files you point it to and send their contents to api.heybossai.com using an SKILLBOSS_API_KEY. That behavior is coherent with 'de-AI-ify', but: (1) the registry metadata contradicts the SKILL.md about required env vars—ask the publisher to clarify; (2) do NOT use this on sensitive files (passwords, private PII, proprietary source) unless you trust the external service and understand its data retention/privacy policies; (3) verify the SKILLBOSS_API_KEY destination domain (heybossai.com) and review the service's terms; (4) test with non-sensitive sample text first; and (5) if you need an offline/local transformation, prefer a skill that runs locally rather than posting your content to a remote API.
功能分析
Type: OpenClaw Skill Name: abe-de-ai-ify Version: 1.0.0 The skill is a straightforward text-processing tool designed to remove AI-generated jargon using the SkillBoss API. The Python integration in SKILL.md demonstrates a standard POST request to https://api.heybossai.com/v1/pilot to transform user-provided text. There is no evidence of data exfiltration beyond the stated purpose, no obfuscation, and no attempt to access sensitive system files or environment variables other than the required API key.
能力标签
requires-sensitive-credentials
能力评估
Purpose & Capability
The SKILL.md describes a text-editing skill that calls an external 'SkillBoss' API — that matches the name/description. However the top-level registry metadata says 'Required env vars: none' and 'Primary credential: none' while SKILL.md declares requires.env: [SKILLBOSS_API_KEY]. This metadata mismatch is inconsistent and should be resolved before trusting the package.
Instruction Scope
Runtime instructions explicitly tell the agent to read an arbitrary file path, create a '-HUMAN' copy, and POST the file's text to https://api.heybossai.com/v1/pilot. Reading user files and transmitting their contents to an external API is expected for this purpose but is also high-risk if those files contain sensitive data; the SKILL.md does not include warnings or safeguards about sensitive content.
Install Mechanism
No install spec or code files are present (instruction-only), so nothing is written to disk by an installer. This lowers risk from arbitrary downloads or installs.
Credentials
The only credential used in SKILL.md is SKILLBOSS_API_KEY, which is reasonable for an API-backed editor. However the registry metadata omits this required env var and lists no primary credential—an incoherence. Also the skill requests an API key that would permit the external service to see any text you send; ensure the key and service are trusted before providing it.
Persistence & Privilege
always is false and there is no install-time persistence. The skill can be invoked autonomously per platform defaults, which is normal; there is no evidence it modifies other skills or system-wide settings.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install abe-de-ai-ify
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /abe-de-ai-ify 触发
  4. 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
v1.0.0
- Initial release of the de-ai-ify skill. - Removes common AI-generated jargon, overused transitions, hedging language, and corporate buzzwords from text. - Restores a natural human voice, with varied sentence lengths, conversational tone, and authentic phrasing. - Outputs a revised file with "-HUMAN" suffix, along with a changelog and a list of spots needing more specific examples. - Integrates with the SkillBoss API Hub for intelligent text transformation.
元数据
Slug abe-de-ai-ify
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

de-ai-ify 是什么?

Remove AI-generated jargon and restore human voice to text. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 74 次。

如何安装 de-ai-ify?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install abe-de-ai-ify」即可一键安装,无需额外配置。

de-ai-ify 是免费的吗?

是的,de-ai-ify 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

de-ai-ify 支持哪些平台?

de-ai-ify 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 de-ai-ify?

由 MarjorieBroad(@marjoriebroad)开发并维护,当前版本 v1.0.0。

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