Quick overview
Runs a structured Vietnam stock analysis pipeline using the vnstock library, with built-in rate-limit controls for free-tier API usage. Covers universe building, market data collection, fundamental scoring, and analyst memo generation. Outputs a confidence-rated ranking with data coverage disclosures.
Handles rate-limit pacing, missing-data disclosure, and confidence scoring automatically, replacing ad-hoc vnstock scripts that commonly hit throttle errors or silently drop null metrics.
Common tasks
- Rank VN30 stocks by value and momentum without exceeding free API limits
- Pull fundamentals for a specific Vietnamese ticker and build a valuation memo
- Run an end-to-end screening pipeline on a custom symbol list
- Check which vnstock methods are available in the installed version before running a script
- Generate a downstream data bundle for equity valuation or portfolio risk tools
Install paths
Primary command
openclaw install ndtchan/vnstock-free-expert
ClawHub installer
npx clawhub@latest install ndtchan/vnstock-free-expert
OpenClaw CLI
openclaw skills install ndtchan/vnstock-free-expert
Direct OpenClaw install
openclaw install ndtchan/vnstock-free-expert
Skill metadata
- Category: Browser & Automation
- Language: Markdown
- Version: 1.0.2
- Security status: Suspicious
Review upstream source
The full public SKILL.md body is not directly fetchable for this entry right now, so this page is using the best available catalog metadata. Review the upstream source page for the latest files, version history, and security scan details: https://clawhub.ai/ndtchan/vnstock-free-expert






