Project Sentinel

Trust Score 73/100

A Chinese A-share market analysis assistant that generates intraday/midday reports, closing reviews, and trend analysis using AkShare and Gemini AI; can publish

triggers:sentinela-share analysismidday reportgenerate reportpush to telegram

GitHub SKILL.md

What it does

Project Sentinel (sentinel) is an AI-driven market analysis CLI focused on China's A-share market. It collects market data via AkShare, uses Gemini AI for analysis, and can produce midday briefs, closing reviews, and trend reports. It supports interactive follow-up queries by forwarding user prompts to the CLI and can publish outputs to Telegram or Feishu.

When to use it

Use Sentinel when a user explicitly requests running analysis (e.g., 'run midday analysis', 'generate closing review') or asks for a programmatic market report. For conversational follow-ups or general market questions, the skill routes queries to the CLI's --ask mode and returns the CLI stdout.

What's included

Scripts: the repo expects Python scripts and a CLI entrypoint (has_scripts=false in discovered metadata, but project contains runnable python module).
References: none bundled.
Instructions: clear usage examples for running modes (midday, close, morning), asking follow-up questions, JSON output for programmatic consumption, and publishing commands for Telegram/Feishu.

Compatible agents

CLI-capable agents and assistants that can run Python CLIs (Copilot, Codex, Claude Code, Cursor, Gemini CLI).

Audit Summary

Project Sentinel is a Chinese A-share market analysis skill that generates intraday/midday/closing reports using AkShare data and Gemini AI. The main pe_monitor.py script ran successfully and produced PE percentile monitoring output (though data fetching failed in the sandbox due to network constraints). Shell scripts for cron setup and GitHub Actions simulation ran partially. SKILL.md is well-structured with clear routing rules, but documentation is entirely in Chinese, limiting international accessibility.

Watch Out

Shell scripts use `export $(cat .env | xargs)` which breaks on env vars with spaces or special chars
Requires GEMINI_API_KEY and AkShare dependency
Hardcoded local path /Users/lan/Desktop/code/ai_sentiney in SKILL.md examples
Chinese-only documentation limits audience

Missing Dependencies

aksharerequests

Notes

No security concerns beyond minor shell env handling. The skill is a legitimate financial analysis tool for Chinese A-share markets. The hardcoded local path in SKILL.md is a portability issue rather than a security risk.

Information

Repository: ai_sentiney
Stars: 21

Trust Score

Overall73

Security76

Code Quality72

Architecture68

Usefulness55

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