A-Share Theme Structure SOP Engine for Hermes Agent

Hermes Agent skill pack that runs a four-layer SOP for China A-share short-term theme trading research

What A-Share Theme Structure SOP Engine does

The pack contains a main integrated skill, a-share-theme-structure-sop, and four layer skills that are copied into a Hermes profile. L1 sorts the broad market into three regimes each day and decides whether trading is allowed. L2 identifies the active market theme and classifies its lifecycle into four stages, at minute level and after the close. L3 applies nine rules to individual stocks and outputs either a candidate watch or a risk-control watch. L4 builds trading plans with a manual confirmation step, records samples and runs a weekly review.

Supporting scripts under hermes/ cover gate running, closing-snapshot pipelines, trading plan generation, sentiment snapshots, factor scoring and backtests, built around a Tongdaxin (TDX) data wrapper. The README describes scheduled cron jobs at 08:30, 15:00, 15:10 and 20:30. It also reports a backtest over 6,839 stocks and 119 trading days in the first half of 2026, which is the author's own result.

Key features

Four-layer pipeline: macro filter, theme engine, stock resonance and execution review
Dynamic theme detection with a four-stage lifecycle classification
Nine L3 rules that output candidate-watch or risk-control-watch signals
Manual confirmation step in trading plans and a weekly review
Sub-skills that can be loaded one at a time to save context

When to use it

Checking each day whether market conditions allow short-term trading
Tracking which market theme is active and which lifecycle stage it is in
Recording trade plans and reviewing samples every week

Who it is for: Hermes Agent users who research China A-share themes for short-term trading and want a documented, repeatable decision process.

How it fits with Hermes Agent

Built as a skill pack for Hermes Agent, copied into a Hermes profile's skills directory and run with Hermes cron jobs.

How to install A-Share Theme Structure SOP Engine

These commands are copied from the project's README. Check the repository for the latest steps before you run them.

git clone https://github.com/gordon8018/ashare-sop-engine.git

Requirements: Hermes Agent installed with a configured Hermes profile

Note: It targets the Chinese A-share market only, and its documentation is mainly in Chinese.

FAQ

What is A-Share Theme Structure SOP Engine?

A-Share Theme Structure SOP Engine is a skill pack for Hermes Agent that turns China A-share short-term trading research into a four-layer standard procedure. The layers cover the macro environment, themes, individual stocks and execution review.

Does A-Share Theme Structure SOP Engine work with Hermes Agent?

Yes, it is designed for Hermes Agent. After cloning, copy the skill directories into your Hermes profile's skills/research/ folder, then ask Hermes to load a-share-theme-structure-sop.

What do I need to run A-Share Theme Structure SOP Engine?

You need Hermes Agent installed and a Hermes profile configured. The scripts also rely on a TDX data wrapper that ships in the repository.