AGENTS.mdA

AGENTS.md from wonglaitung/fortune is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add wonglaitung/fortune/AGENTS.md@git:20261101.2243443

Pins git:20261101.2243443 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
wonglaitung/fortune
Path
AGENTS.md
Versions recorded
73
Latest version
git:20261101.2243443, committed Nov 1, 2026
First version recorded
Sep 23, 2026
Size
50,340 bytes
Repository stars
93
License
none declared

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 金融资产智能分析系统 - opencode 规则

> 本文件是 opencode 的规则入口,已通过 `opencode.json` 的 `instructions` 字段自动加载。
> **📏 只放「每次会话都要遵守的指令」**(业界基准 **<500 行** —— Cursor 官方上限;超出即说明参考资料该外迁)。参考资料按需查阅、**不随会话加载**:
>
> | 要看什么 | 去哪 |
> |---|---|
> | ⭐ **全部 Walk-forward 实测数字** | [docs/BASELINES.md](docs/BASELINES.md) — **唯一真相源**,其他文档一律指回此处 |
> | ⓪ 同一性闸 + 三道闸 9 项清单 / 两条硬约束 / 实验方法论正文 | [docs/REVIEW_GATES.md](docs/REVIEW_GATES.md) — 含全部案例与失职复盘 |
> | 非专家怎么跟 AI 协作(命题前置 / 判读顺序 / 纠偏 / 收尾检查表) | [docs/AI_WORKFLOW.md](docs/AI_WORKFLOW.md) |
> | 数据流 / 特征架构 / 环境变量 / 自动化调度 | [docs/ARCHITECTURE.md](docs/ARCHITECTURE.md) |
> | 经验教训(因果链与历史观测值的**唯一出处**) | [lessons.md](lessons.md) |
> | 文档索引("该看哪份"导航) | [docs/README.md](docs/README.md) |
> | 编程规范 | [docs/programmer_skill.md](docs/programmer_skill.md) |
> | 进度 / 项目介绍 | [progress.txt](progress.txt) / [README.md](README.md) |

---

## 📋 项目概览

**双市场支持**:
- 🇭🇰 **港股** - 恒生指数三周期预测、个股预测、异常检测(30 只自选股 / 310 只训练池;训练池 = 300 冻结池 ∪ 原 49 池,预测只跑 30 只)
- 🇨🇳 **A股** - 三周期预测、综合买卖建议、板块分析(53只股票池)

**核心理念**:人机混合智能 - 融合大模型推理能力与机器学习预测精度

---

## 🧩 四大功能(2026-10-29)

> 项目**现在**的定位——**两个市场预测系统 + 一个假设验证框架**。注意性质不同:

| # | 功能 | 是什么 | **诚实定性** |
|---|---|---|---|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wonglaitung/fortune/AGENTS.md@sha256:9945f49e70140b4c

The line at the top of this page pins the label git:20261101.2243443, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_czbhgptm7my6lbj4.svg)](https://markdownregistry.com/a/art_czbhgptm7my6lbj4)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 73 versions of this file, between Sep 23, 2026 and Nov 1, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261101.2243443 latest2026-11-01 2243443 50,340 BA view · diff
git:20261101.83f81712026-11-01 83f8171 50,235 BA view · diff
git:20261101.3913a742026-11-01 3913a74 50,144 BA view · diff
git:20261101.d6bf58d2026-11-01 d6bf58d 50,017 BA view · diff
git:20261101.8d104112026-11-01 8d10411 49,920 BA view · diff
git:20261030.41613452026-10-30 4161345 48,883 BA view · diff
git:20261029.4df05342026-10-29 4df0534 48,614 BA view · diff
git:20261029.1da35832026-10-29 1da3583 48,471 BA view · diff
git:20261029.1ba62072026-10-29 1ba6207 48,239 BA view · diff
git:20261027.7b3b1062026-10-27 7b3b106 48,067 BA view · diff
git:20261026.4f72fa42026-10-26 4f72fa4 47,024 BA view · diff
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git:20261024.796ec492026-10-24 796ec49 46,027 BA view · diff
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git:20261021.09f756c2026-10-21 09f756c 44,838 BA view · diff
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git:20261016.83e472e2026-10-16 83e472e 43,963 BA view · diff
git:20261016.b49d5302026-10-16 b49d530 43,929 BA view · diff
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git:20261015.00174b82026-10-15 00174b8 41,169 BA view · diff
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git:20261015.8d705022026-10-15 8d70502 40,954 BA view · diff
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git:20261013.3a6b1e52026-10-13 3a6b1e5 38,304 BA view · diff
git:20261013.21852ef2026-10-13 21852ef 38,183 BA view · diff
git:20261012.e1b2c602026-10-12 e1b2c60 33,646 BA view · diff
git:20261011.5c8cbbc2026-10-11 5c8cbbc 33,112 BA view · diff
git:20261011.f24d8562026-10-11 f24d856 32,639 BA view · diff
git:20261010.287a8492026-10-10 287a849 31,885 BA view · diff
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git:20261008.25c30952026-10-08 25c3095 29,760 BA view · diff
git:20261007.912125b2026-10-07 912125b 29,196 BA view · diff
git:20261007.45e6ab82026-10-07 45e6ab8 29,195 BA view · diff
git:20261007.3f2f7df2026-10-07 3f2f7df 29,319 BA view · diff
git:20261007.9a666722026-10-07 9a66672 28,938 BA view · diff
git:20261007.d171dff2026-10-07 d171dff 28,602 BA view · diff
git:20261005.0dcd1782026-10-05 0dcd178 51,197 BA view · diff
git:20261005.22bfed12026-10-05 22bfed1 51,141 BA view · diff
git:20261004.88f57162026-10-04 88f5716 51,197 BA view · diff
git:20261004.83867f02026-10-04 83867f0 50,672 BA view · diff
git:20261003.75fbfea2026-10-03 75fbfea 47,227 BA view · diff
git:20261002.98905c12026-10-02 98905c1 46,353 BA view · diff
git:20261002.c8731912026-10-02 c873191 45,811 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (50340 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

wonglaitung/fortune · 93 stars · license none declared · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_czbhgptm7my6lbj4
GET https://markdownregistry.com/api/v1/resolve?ref=wonglaitung/fortune/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/9945f49e70140b4c548d70fab13e391163eb656eb1a69866e63599a4fc337829

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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