Borrowing it
Nothing to install: this file belongs to hyhmrright/market-sages. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/hyhmrright/market-sages/main/CLAUDE.mdgit clone --depth 1 https://github.com/hyhmrright/market-sagesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/hyhmrright/market-sages/claude-md)<a href="https://agentmods.dev/instructions/hyhmrright/market-sages/claude-md"><img src="https://agentmods.dev/badge/instructions/hyhmrright/market-sages/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/hyhmrright/market-sages/claude-md"><img src="https://agentmods.dev/badge/instructions/hyhmrright/market-sages/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00878 | $0.00878 |
| Opus 5 | $0.00439 | $0.00439 |
| Sonnet 5 | $0.00176 | $0.00176 |
| Haiku 4.5 | $0.00088 | $0.00088 |
Grade A, and why
market-sages CLAUDE.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.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Market Sages
项目性质
这是一个纯 prompt 工程项目，无代码构建步骤，无依赖包。
核心产物是 skill.md（Claude Code skill）、AGENTS.md（Codex CLI）和 GEMINI.md（Gemini CLI）。
测试基础设施见 tests/（结构校验 + prompt 评估 + CI）。
安装命令
# 安装到 Claude Code
cp skill.md ~/.claude/skills/market-sages.md
# 验证安装
# 在 Claude Code 中输入 /sages AAPL
项目结构
skill.md # 唯一 source of truth（所有平台共用此文件）
skills/market-sages/SKILL.md # 符号链接 → skill.md（plugin 系统要求此路径）
tests/
validate_structure.py # 结构校验（零依赖）
run_evals.py # prompt 评估（PEP 723 内联依赖）
utils.py # 共用 frontmatter 解析器
fixtures/ # 7 个 YAML 测试用例
AGENTS.md # Codex CLI 集成版本（格式规范 + 调用示例）
GEMINI.md # Gemini CLI 集成版本（格式规范 + 调用示例）
.claude-plugin/ # Claude Code plugin marketplace 元数据
.codex-plugin/ # Codex CLI 技能安装器元数据
gemini-extension.json # Gemini CLI /extensions install 清单
commands/sages.md # /sages 斜杠命令包装器
docs/usage/ # 各平台使用指南
docs/i18n/ # 多语言 README（zh-CN, ja, ko）
examples/ # 示例分析输出（nvidia, apple）
开发规范
- 改动 skill.md：只需修改
skill.md，skills/market-sages/SKILL.md是符号链接，自动同步 - 添加新 sage：按现有格式，包含 Philosophy、评估维度、Signal rules、声音风格四部分；不需要同步更新 AGENTS.md / GEMINI.md 中的量化阈值（已移除）
- i18n 文档：
docs/i18n/下的翻译需与README.md同步更新 - examples/：示例输出文件仅作展示，不需要与 skill.md 保持实时同步
测试
# 结构校验（零依赖，任何时候都可运行）
uv run tests/validate_structure.py
# Prompt 评估（需要 ANTHROPIC_API_KEY）
export ANTHROPIC_API_KEY=sk-...
uv run tests/run_evals.py # 全部 fixture
uv run tests/run_evals.py nvda_full_data # 单个 fixture
uv run tests/run_evals.py --dry-run # 不调用 API，仅打印提示词
CI 在每次修改 skill.md 时自动运行结构校验（.github/workflows/validate.yml）。
注意事项
git commit前至少运行一次uv run tests/validate_structure.pyskill.md顶部的 YAML frontmatter（name/version/author/tags）用于 Claude plugin registry，修改格式会导致发布失败skills/market-sages/SKILL.md是指向../../skill.md的符号链接，不要直接编辑CONTRIBUTING.md中定义了新 sage 的 issue label（new-analyst），添加 sage 前先开 issue- 发版流程：同步更新以下所有文件的
version字段，再打 tag：skill.md·.claude-plugin/plugin.json·.claude-plugin/marketplace.json·.codex-plugin/plugin.json·gemini-extension.json tests/utils.py是两个测试脚本共用的 frontmatter 解析器，勿删
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.
- 10d ago First seen · 71 lines · 878 tokens per session scan A 5cef93b56772
market-sages CLAUDE.md is an instructions file published in the GitHub repository hyhmrright/market-sages (10 stars, last pushed 4mo ago), licensed MIT. It adds 878 tokens to every session, about $0.0044 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 2026-08-31.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.