China Stock Analyst — A-share Short-term Analysis

Trust Score 84/100

Short-term A-share analysis assistant combining momentum signals and revenue-quality checks; supports multi-symbol comparison, report validation, and backtestin

triggers:stock analysisA股backtestshort-term analysiscompare stocksverify reportstrategy optimization

GitHub SKILL.md

What it does

A team-oriented skill for analyzing Chinese A-share stocks with a dual-track approach: short-term trading signals plus revenue-quality assessment. It orchestrates multiple expert roles (fundamental, technical, quant, risk, macro, industry researcher) to produce evidence-backed analysis, labels (do/watch/avoid), and structured reports. Built-in backtest and strategy optimization utilities support validation and parameter tuning.

When to use it

Use for single-stock short-term opportunity analysis, multi-stock comparisons, validating prior reports against fresh data, running quick backtests, or optimizing strategy parameters. Suitable for high-intent workflows that benefit from parallel expert evaluation.

What's included

Scripts: project contains a rich set of scripts (team_router, generate_report, backtest_runner, strategy_optimizer, technical_indicators) referenced in the SKILL.md.
References: integration notes for AKShare and optional EastMoney API for structured verification.
Instructions: operational principles (Team-First routing), data source priorities, plugin system, backtesting examples, risk gating, and reporting requirements are documented in detail.

Compatible agents

Best used with agents that support multi-step workflows and external data fetches (agents with web_search and Python execution capability).

Audit Summary

China A-share stock analysis skill with a multi-expert team architecture, backtesting framework, plugin system, and technical indicator calculations. Most core scripts (9/13 unique) ran successfully; 4 failed due to missing akshare dependency or flat imports requiring the full repo context. The SKILL.md is well-structured with clear data source priorities, scoring rules, and risk controls. No security concerns found.

Watch Out

Requires akshare (pip install akshare) for real market data; core backtest and technical analysis work without it
Scripts use flat imports (e.g., from team_router import ...) that fail outside the repo directory structure
EASTMONEY_APIKEY env var is optional; skill degrades gracefully without it
report_quality_gate.py requires a report file path argument

Missing Dependencies

aksharepandas

Notes

Well-designed domain skill for Chinese stock market analysis. Clean security posture — no hardcoded keys, explicit prohibition on hardcoding secrets, log sanitization required. The multi-expert team pattern with routing, plugin extensibility, and structured scoring/downgrade rules is thoughtful. Main weakness is flat imports causing ModuleNotFoundError when scripts are run in isolation.

Information

Repository: china-stock-analyst
Stars: 29

Trust Score

Overall84

Security95

Code Quality72

Architecture76

Usefulness65

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