ClawHub

audience analysis

v1.0.0

根据历史表现数据分析受众画像、活跃时段、消费习惯。Use when analyzing audience or optimizing content strategy.

⭐ 0· 427·1 current·1 all-time
by@lr1677

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for lr1677/audience-analysis.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "audience analysis" (lr1677/audience-analysis) from ClawHub.
Skill page: https://clawhub.ai/lr1677/audience-analysis
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install audience-analysis

ClawHub CLI

Package manager switcher

npx clawhub@latest install audience-analysis
Security Scan
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Benign
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OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name/description (audience analysis) matches the declared inputs (content_ids, user_behavior_data, time_range) and the single API endpoint (/api/audience/analyze). There are no unrelated environment variables, binaries, or install steps.
✓
Instruction Scope
SKILL.md only describes expected inputs, outputs, and a single POST API path. It does not instruct reading unrelated files, accessing system paths, or exfiltrating secrets. It references 'see API documentation' for data shape but otherwise stays on-topic.
✓
Install Mechanism
No install spec and no code files — instruction-only means nothing will be written to disk or fetched at install time. This is the lowest-risk install posture.
✓
Credentials
The skill requests no environment variables, credentials, or config paths. The inputs it expects (user_behavior_data, content_ids) are proportional to audience-analysis functionality.
✓
Persistence & Privilege
always is false and the skill does not request persistent system privileges or to modify other skills. Autonomous invocation is allowed (platform default) but not combined with other red flags.
Assessment
This skill appears internally consistent and low-risk because it is instruction-only and asks for no credentials or installs. Before installing, confirm where the /api/audience/analyze requests will be sent (who hosts the API) and review that API's privacy/security (the skill expects user_behavior_data which can include personal data). Also note the package has no homepage or source record — if you need provenance, ask the publisher for API documentation, expected request/response schemas, and any required authentication (none is declared but your environment may require it). If you will send sensitive user data, ensure TLS, authentication, and data minimization are enforced on the API side.

Like a lobster shell, security has layers — review code before you run it.

latestvk979df6ec46kr5jrdh3cyga3td83azby
427downloads
0stars
1versions
Updated 1mo ago
v1.0.0
MIT-0
@lr1677
latest
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受众画像分析

描述

根据历史表现数据分析受众画像、活跃时段、消费习惯。Use when analyzing audience or optimizing content strategy.

触发条件

  • 用户需要 受众画像分析 能力时
  • 任务涉及 audience/analyze 时

输入

  • content_ids: 见 API 文档
  • user_behavior_data: 见 API 文档
  • time_range: 见 API 文档

输出

JSON 格式，包含执行结果或错误信息

API

  • 路径: /api/audience/analyze
  • 方法: POST

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