huasheng-mcp: Instructions file for Codex

AGENTS.md

huasheng-mcp AGENTS.md is an instructions file for Codex, OpenCode from heihei999/huasheng-mcp. It costs 337 tokens per session, scanned A, original, MIT.

Project instructions for building Xingce Solver, a command-line and MCP tool for solving Chinese civil-service aptitude-test questions from an existing knowledge base.

In plain words
What is it for?
Reading and searching method cards, classifying question types, finding source information, and implementing the listed command-line commands.
Why use it?
They define the project limits and first-stage priorities, so development does not alter source data or attempt advanced solving too early.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is heihei999/huasheng-mcp's own configuration. It tells Codex and OpenCode how to work on huasheng-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything huasheng-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to heihei999/huasheng-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/heihei999/huasheng-mcp/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/heihei999/huasheng-mcp

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 337 This file is loaded in full into every session.
When invoked 337 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00337 $0.00337
Opus 5 $0.00169 $0.00169
Sonnet 5 $0.00067 $0.00067
Haiku 4.5 $0.00034 $0.00034

Measured 10d ago against content hash d7342b56c180, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

huasheng-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 50 lines

What it actually says

Xingce Solver Project Instructions

本项目目标是基于已经整理好的花生十三行测知识库,实现一个跨平台行测解题工具 xingce-solver。

核心要求

  • 不要重新解析 PDF。
  • 不要重新生成知识卡片。
  • 不要修改 all_cards.jsonl 的内容。
  • 不要把全部知识库一次性塞进提示词。
  • 先实现工程基础能力,再实现 MCP 和具体解题器。
  • 第一阶段只做读取、检索、分类和 CLI,不做复杂解题器。

当前知识库

最终知识库压缩包位于:

input/xingce_huasheng_final_kb_v1_3.zip

请先解压到:

knowledge_base/

解压后应包含:

  • all_cards.jsonl
  • global_router_rules.yaml
  • method_manifest.json
  • module_map.yaml
  • synonyms.yaml
  • schema_spec.md
  • codex_handoff_spec.md
  • validation_report.md

第一阶段目标

请实现:

  1. 读取 knowledge_base/all_cards.jsonl。
  2. 按 method_id 查询卡片。
  3. 关键词检索方法卡片。
  4. 基于 global_router_rules.yaml 做题型初步分类。
  5. 查询 method_id 的来源信息。
  6. 实现 CLI 命令:
xingce-solver search --query "比重 增长率"
xingce-solver card --id da_share_change_004
xingce-solver classify --question question.txt
xingce-solver source --method-id da_share_change_004
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 50 lines · 337 tokens per session scan A d7342b56c180

Subscribe to this mod's changes

huasheng-mcp AGENTS.md is an instructions file published in the GitHub repository heihei999/huasheng-mcp (23 stars, last pushed 5d ago), licensed MIT. It adds 337 tokens to every session, about $0.0017 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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