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Install in OpenClaw
/install viralevo
Description
Self-evolving viral content trend advisor. Monitors 11 platforms, predicts what to post and when, and improves its own accuracy every week automatically.
Usage Guidance
This SKILL.md reads like the README for a full project but the skill bundle contains no code files. Before installing or enabling this skill: (1) check the GitHub homepage for the actual repository and verify it contains the referenced scripts, package.json, and install instructions; (2) do not paste your Tavily API key into ~/.openclaw/workspace/.env until you confirm where the code comes from and how it stores/secur es secrets; (3) if you expect automatic weekly runs, confirm who/what will schedule them and inspect that installer (cron/systemd/scheduler) and the code that performs self‑evolution; (4) be aware better-sqlite3 may require native build tools; (5) if the published skill package doesn't include the scripts, treat it as incomplete or possibly malicious and avoid installing it. If you want, I can list exact checks to perform on the GitHub repo (files to look for, package.json fields, scripts, and any release tarballs) to decide whether to trust it.
Capability Analysis
Type: OpenClaw Skill
Name: viralevo
Version: 0.1.0
The viralevo skill is a trend analysis tool that monitors social platforms and provides content recommendations using Node.js and Python scripts. It utilizes the Tavily API for data collection and manages a local SQLite database for trend tracking and self-evolution logic. The instructions in SKILL.md are transparently aligned with its stated purpose, and the requested configurations (such as API keys and cron jobs) are standard for automation within the OpenClaw environment.
Capability Assessment
Purpose & Capability
The name/description (self‑evolving trend advisor monitoring 11 platforms) reasonably explains the need for node, python, and a Tavily API key, but the skill references many local scripts (node {baseDir}/scripts/*.js, python3 {baseDir}/scripts/*.py, db/init_db.py) and a weekly self‑evolution process that would require shipped code and scheduling. No code files are present in the bundle, so the requested binaries/credential cannot actually be used as described.
Instruction Scope
Runtime instructions tell the agent to run many local scripts, to write the Tavily API key into ~/.openclaw/workspace/.env, to initialize/modify a local DB, and to collect/verify user feedback. Those operations are fine for this purpose in principle, but the instructions assume files and directories ({baseDir}/scripts, db) that are not included — this is incoherent and would cause the agent to attempt running non‑existent code or to seek external sources.
Install Mechanism
Metadata lists a node install step to "Install npm dependencies (better-sqlite3, axios, dotenv)" but provides no package.json, repository tarball, or authoritative release URL to fetch code. better-sqlite3 is a native module that often requires build tools; the install spec as presented is insufficient and ambiguous, raising the risk that the agent would try to fetch or run code from an unspecified external source.
Credentials
Only TAVILY_API_KEY is declared as required and that aligns with the stated use of Tavily for searches. However the SKILL.md instructs storing the API key in the agent workspace file (~/.openclaw/workspace/.env), which may be acceptable but is less secure than a secret store. No other credentials are requested, which is proportionate.
Persistence & Privilege
The skill does not request always:true or system‑wide changes, and autonomous invocation is the default. The bigger issue is the claim of automatic weekly self‑evolution: SKILL.md describes an automated weekly review but provides no mechanism (cron, scheduler setup, or platform integration) to run weekly jobs, which is inconsistent with the bundle content.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install viralevo - After installation, invoke the skill by name or use
/viralevo - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of viralevo — a self-evolving viral content trend advisor.
- Monitors and analyzes trends across 11 major platforms.
- Predicts optimal content topics and posting times for 11 supported niches.
- Supports both English and Chinese language operation and reports.
- Automatically adjusts its prediction model weekly based on actual post performance.
- Accepts natural language commands for running trend collection, reporting, feedback logging, and review.
- Includes quick onboarding, feedback integration, and detailed system requirements.
Metadata
Frequently Asked Questions
What is Viralevo?
Self-evolving viral content trend advisor. Monitors 11 platforms, predicts what to post and when, and improves its own accuracy every week automatically. It is an AI Agent Skill for Claude Code / OpenClaw, with 322 downloads so far.
How do I install Viralevo?
Run "/install viralevo" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Viralevo free?
Yes, Viralevo is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Viralevo support?
Viralevo is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Viralevo?
It is built and maintained by 0xF69 (@0xf69); the current version is v0.1.0.
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