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在 OpenClaw 中安装
/install dashboard-humanize
功能描述
文案去AI味服务，当用户要求"去AI化/人性化/降低AI味/改得像人写的"并希望通过小念AI后端实现而不是手动重写提示词时使用。
使用说明 (SKILL.md)
Dashboard Humanize（去AI化/人性化）
Use the bundled script to call the existing Dashboard Console API. No configuration needed — auth is built in.
Quick start
Pipe stdin:
echo "这里是一段明显AI味的文案..." | python3 skills/local/dashboard-humanize/scripts/humanize.py \
--title "标题" \
--tone normal \
--purpose general_writing \
--length standard
From a file:
python3 skills/local/dashboard-humanize/scripts/humanize.py --content-file input.txt > output.txt
Return full JSON (includes ai_score / detailed_result when available):
python3 skills/local/dashboard-humanize/scripts/humanize.py --content "..." --json
What to send to the API
Payload fields map 1:1 to HumanizerRequest:
title(optional)content(required)prompt(optional)lengthdefaultstandard(script choices: short|standard|long)tonedefaultnormalpurposedefaultgeneral_writinglanguagedefaultSimplified Chinese
For exact request/response shapes, read: references/api.md.
Notes
- Full route path is
/employee-console/dashboard/v2/api/ai-tools/humanize. - Override token via env
DASHBOARD_TOKENif needed.
安全使用建议
This skill will send whatever text you provide to an external service at xiaonian.cc for processing. The included Python script embeds a default bearer token and also supports logging in with phone/password via environment variables. Before installing or using it: (1) do not send sensitive PII or secrets through this skill unless you trust the service owner; (2) treat the hardcoded DEFAULT_TOKEN as suspicious — consider removing it or overriding with your own DASHBOARD_TOKEN if you control the target service; (3) verify the endpoint and who operates it (owner/homepage are unknown); (4) if you prefer local processing, avoid using this skill and instead run local rewriting or use an internal, auditable API. If you must use it, set the DASHBOARD_TOKEN explicitly and avoid putting credentials in shared environments.
功能分析
Type: OpenClaw Skill
Name: dashboard-humanize
Version: 1.0.3
The skill bundle provides a legitimate utility for interfacing with the Xiaonian AI (xiaonian.cc) 'humanize' API. While scripts/humanize.py contains a hardcoded default access token (DEFAULT_TOKEN), which is a security vulnerability regarding credential exposure, the code logic is transparent and strictly follows the stated purpose of processing text content. There is no evidence of data exfiltration, malicious execution, or prompt injection intended to compromise the agent or host environment.
能力评估
Purpose & Capability
The skill's name/description match the code: it calls a 'humanize' dashboard API to remove 'AI-sounding' phrasing. However the SKILL.md claims 'No configuration needed — auth is built in' and the script includes a hardcoded DEFAULT_TOKEN; that built-in auth is not strictly necessary for the described functionality and is unexpected.
Instruction Scope
Runtime instructions and the script read content (stdin/file/arg) and POST it to an external API at https://xiaonian.cc/employee-console/dashboard/v2/api/ai-tools/humanize. Sending user content to a third-party endpoint is expected for this purpose but is a privacy/exfiltration risk the user must accept explicitly. The script also supports login via DASHBOARD_PHONE/DASHBOARD_PASSWORD, which will send credentials to the same service.
Install Mechanism
No install spec; the skill is instruction-only with a single Python script. Nothing is downloaded or installed automatically by the skill bundle itself.
Credentials
The script requires no declared env vars but accepts DASHBOARD_TOKEN, DASHBOARD_PHONE, and DASHBOARD_PASSWORD. Worse, it embeds a DEFAULT_TOKEN (hardcoded bearer token) directly in code and advertises 'auth built in' — this is disproportionate and problematic because hardcoded credentials may grant access to an undocumented/third-party dashboard and could be stale, shared, or abused. Requiring phone/password env vars is plausible for login, but the hardcoded token is unnecessary and risky.
Persistence & Privilege
The skill does not request permanent/always-on presence, does not modify other skills or agent-wide settings, and does not install background services. Normal autonomous invocation is allowed (platform default).
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 dashboard-humanize - 安装完成后，直接呼叫该 Skill 的名称或使用
/dashboard-humanize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
v1.0.3
- Updated the skill description for improved clarity and simplified language.
- The service focus is now clearly described in Chinese, specifying use when users want to humanize text via the 小念AI backend rather than rewriting prompts manually.
- No code or functional changes; documentation only.
v1.0.2
- Updated the skill description for improved clarity and simplified language.
- The service focus is now clearly described in Chinese, specifying use when users want to humanize text via the 小念AI backend rather than rewriting prompts manually.
- No code or functional changes; documentation only.
v1.0.1
- Quick start instructions updated: skill now includes built-in authentication, no configuration required for most users.
- Auth section simplified—manual setup is no longer necessary but can be overridden with `DASHBOARD_TOKEN` if desired.
- Notes and route path details streamlined for clarity.
v1.0.0
dashboard-humanize 1.0.0
- Initial release of the dashboard-humanize skill.
- Provides a CLI to call the Dashboard Console API for humanizing AI-generated text (making it sound more natural).
- Supports authentication via token or phone/password.
- Allows customization of title, tone, purpose, and length parameters.
- Offers both piped and file-based input; outputs JSON if needed.
- Intended for use cases such as 去AI化, 人性化, 降低AI味, or making AI text more human.
元数据
常见问题
检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。 是什么？
文案去AI味服务，当用户要求"去AI化/人性化/降低AI味/改得像人写的"并希望通过小念AI后端实现而不是手动重写提示词时使用。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 298 次。
如何安装 检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install dashboard-humanize」即可一键安装，无需额外配置。
检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。 是免费的吗？
是的，检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。 支持哪些平台？
检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。 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 检测并优化AI生成的小红书文案，去除机械感和模板化表达，增加真人口语化和情感化表达，让内容更自然、更有温度。适用于已有AI生成文案但希望提升真实感的场景。？
由 yc556600（@yc556600）开发并维护，当前版本 v1.0.3。
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