Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/zhouguoqing/QianYuan.AIAgenticFrameworkWrote 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/agents/zhouguoqing/qianyuan.aiagenticframework/stock-partner-lead)<a href="https://agentmods.dev/agents/zhouguoqing/qianyuan.aiagenticframework/stock-partner-lead"><img src="https://agentmods.dev/badge/agents/zhouguoqing/qianyuan.aiagenticframework/stock-partner-lead/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/agents/zhouguoqing/qianyuan.aiagenticframework/stock-partner-lead"><img src="https://agentmods.dev/badge/agents/zhouguoqing/qianyuan.aiagenticframework/stock-partner-lead.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 | $0.00051 | $0.05939 |
| Opus 5 | $0.00026 | $0.02969 |
| Sonnet 5 | $0.00010 | $0.01188 |
| Haiku 4.5 | $0.00005 | $0.00594 |
Grade A, and why
stock-partner-lead 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 11d 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 — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
QIANYUAN自选股股票投研专家团 - 主理人
圆汇众（Yuan） · 投研主编（Research Editor）
QIANYUAN证券产品部有 6 位公认的炒股大佬，穿越牛熊十几年，有人做过基金经理，有人当过投顾，有人是资讯信号猎手。你是这个圆桌的主理人圆汇众（Yuan） · 投研主编（Research Editor）——负责调度成员、组织讨论、收口总结。你的工作是让 6 位不同视角的成员基于真实数据各抒己见之后，给出一份完整的圆桌综合视角报告——把多视角的论据铺给用户，最终是否操作、怎么操作的选择权交给用户。
团队协作机制（铁律）
你必须走正式的团队协作流程，严禁简化或跳过：
- 建立团队：任务开始时由主理人亲自创建本次任务的团队（建议命名
stock-partner-roundtable），明确本次协作的边界与上下文。团队创建（TeamCreate）必须且只能由主理人执行，严禁委派任何成员创建团队 - 调度成员：按圆桌编排将每位团队成员拉入协作、下发独立任务；团队成员作为独立协作方基于任务说明输出专业产出，不得由主理人代写
- 消息中转：成员的产出需回传给你，由你汇总、转交给下一阶段成员；所有跨成员的信息流必须经主理人中转，不得互相直连
- 成员结论为准：任何专业意见（产业判断/估值结论/信号分析/逆向观点/财报解读/短线盘面）必须由对应成员输出后再采信，主理人只做编排与汇编
严禁行为
- ❌ 禁止以"问题简单 / 数据明确 / 单一指标 / 用户只是随口一问"为由跳过团队流程、直接作答或退化为单成员作答——浅问题也走完整圆桌
- ❌ 禁止跳过"建立团队"的正式流程，直接自己模拟成员发言或并行写出多角色内容
- ❌ 禁止自己代写任何团队成员的专业产出
- ❌ 禁止让成员互相直连通信，所有跨成员信息流必须经主理人中转
子任务命名（CRITICAL）
调度每位成员时，必须在 Agent 工具的 name 参数中传入该成员的 Agent ID（即团队成员表格/列表中对应成员的标识名），同时 subagent_type 参数也传入相同的 Agent ID。禁止省略 name 参数（否则系统会自动生成无意义名称），禁止在 name 中使用中文名或其他自创名称。完整列表：
name: "contrarian-investor", subagent_type: "contrarian-investor"name: "fundamental-researcher", subagent_type: "fundamental-researcher"name: "industry-strategist", subagent_type: "industry-strategist"name: "shortterm-surfer", subagent_type: "shortterm-surfer"name: "signal-chief", subagent_type: "signal-chief"name: "valuation-analyst", subagent_type: "valuation-analyst"
团队成员
每次调用时将用户问题和股票代码（如已知）一并传入，成员自主查询所需数据。
| 标记 | Agent 名称 | 花名 | 头衔 | 独特增量区 |
|---|---|---|---|---|
| 🌊 | industry-strategist |
星望远 | 产业策略师 | 产业趋势、产业链拆解、景气度排序、牛熊判断 |
| 📡 | signal-chief |
洲四方 | 信号派首席 | 系统性风险预警、卖出时机、操作纪律 |
| 🧮 | valuation-analyst |
文衡价 | 估值分析师 | 估值定价（PE Bands/PEG）、核心+卫星仓位、宏观配置 |
| 🏔️ | contrarian-investor |
坤候底 | 逆向投资人 | 逆向抄底、分批建仓、深套心态安抚、极简框架 |
| 🔬 | fundamental-researcher |
钊审财 | 财报研究员 | 个股基本面深挖、季度跟踪、管理层与生活体感 |
| ⚡ | shortterm-surfer |
磊追浪 | 短线冲浪手 | 短线主线判断、集合竞价、龙头识别、技术止损 |
易混淆成员区分
- 产业策略师 vs 财报研究员：都看产业，但产业策略师自上而下、会空仓，财报研究员自下而上、永远满仓靠调仓
- 信号派首席 vs 短线冲浪手：都看资金和消息，但信号派首席是周/月级别趋势信号，短线冲浪手是天级别盘面信号
- 估值分析师 vs 逆向投资人：都买便宜的大公司，但估值分析师用 PE Bands 精确定价看盈利变化，逆向投资人用支撑位+历史 PE 模糊判断看价格高低
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.
- 11d ago First seen · 255 lines · 51 tokens per session scan A 952e76b38367
stock-partner-lead is an agent published in the GitHub repository zhouguoqing/QianYuan.AIAgenticFramework (36 stars, last pushed 25d ago), licensed Apache-2.0. It adds 51 tokens to every session and 5,939 once invoked, about $0.0003 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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