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Install in OpenClaw
/install account-analyzer
Description
Analyze social media accounts to track growth, engagement, audience demographics, and provide tailored improvement recommendations.
README (SKILL.md)
account-analyzer
Description
Analyze social media account performance, growth patterns, and audience insights. Provides actionable recommendations for account improvement.
Location
skills/account-analyzer/
Capabilities
- Follower growth analysis
- Engagement rate calculation
- Content performance breakdown
- Audience demographics
- Posting pattern analysis
- Competitor benchmarking
- Growth recommendations
Usage
# Example: Analyze account
python skills/account-analyzer/analyze.py --account "@username" --platform "xiaohongshu" --period "30d"
Dependencies
- requests
- pandas
- matplotlib
- Platform scrapers
Output
- Performance dashboard
- Growth trends
- Engagement metrics
- Actionable recommendations
Usage Guidance
This skill is incomplete and inconsistent: it promises analysis but contains no code, no install steps, and no declared credentials. Before installing or enabling it, ask the publisher for: (1) the full source code or a canonical repo/release, (2) an install spec or requirements.txt, (3) explicit details about which platforms are supported and whether account credentials are required, and (4) a privacy/data-use statement describing what account data is collected, stored, or transmitted. Do not provide personal account tokens or passwords until you can review the code and confirm network endpoints. If you must test it, run it in a sandboxed environment and monitor outbound network traffic. Because the package origin is unknown and owner/homepage are missing, treat it as untrusted until you can validate its implementation and provenance.
Capability Analysis
Type: OpenClaw Skill
Name: account-analyzer
Version: 1.0.0
The skill bundle contains standard metadata and documentation for a social media analytics tool (account-analyzer). The SKILL.md file describes legitimate capabilities such as engagement calculation and growth analysis without any signs of prompt injection, malicious instructions, or suspicious data exfiltration patterns.
Capability Assessment
Purpose & Capability
The name/description (social media account analysis) matches the listed capabilities, but the skill declares no code, no install, and no required credentials. The SKILL.md references a local script (skills/account-analyzer/analyze.py) and unspecified 'Platform scrapers' that are not present — this is inconsistent with the claimed functionality. A legitimate analyzer would either include code, point to a repo, or declare required platform credentials and installer steps.
Instruction Scope
The runtime instructions tell the agent to run a local Python script that is not included in the package. 'Platform scrapers' are listed as a dependency but not detailed; scraping social platforms can require network access, authentication, or cookies and may collect sensitive data. The SKILL.md gives the agent broad license to use scrapers without specifying which platforms, what data is collected, or what credentials are needed.
Install Mechanism
There is no install specification (instruction-only), which minimizes immediate disk/write risk. However, because dependencies include vague 'Platform scrapers' and a non-existent analyze.py, the absence of an install step is more likely a sign of an incomplete or placeholder skill than a safe, self-contained implementation.
Credentials
No environment variables or credentials are declared despite the likely need for platform tokens or session cookies for many social networks (especially closed platforms like xiaohongshu). Either the skill expects unauthenticated public scraping (not always possible) or it is omitting necessary secret requirements — both are problematic. Declared Python deps (requests, pandas, matplotlib) are reasonable, but 'Platform scrapers' is too vague to judge.
Persistence & Privilege
The skill does not request always: true and does not assert extra privileges. Autonomous invocation is allowed (platform default), which is normal. There is no evidence it would modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install account-analyzer - After installation, invoke the skill by name or use
/account-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of account-analyzer skill.
- Analyze social media account performance, including follower growth, engagement rates, and content breakdown.
- Generate insights on audience demographics and posting patterns.
- Benchmark performance against competitors.
- Provide actionable growth recommendations.
- Outputs include performance dashboards, trends, and metrics.
Metadata
Frequently Asked Questions
What is Account Analyzer?
Analyze social media accounts to track growth, engagement, audience demographics, and provide tailored improvement recommendations. It is an AI Agent Skill for Claude Code / OpenClaw, with 72 downloads so far.
How do I install Account Analyzer?
Run "/install account-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Account Analyzer free?
Yes, Account Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Account Analyzer support?
Account Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Account Analyzer?
It is built and maintained by eric060 (@eric060); the current version is v1.0.0.
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