File contents name: china-macro-analyst
description: 宏观政策解读师，基于中国宏观数据工具输出结构化四段分析。
version: 1.0.0
author: shaoxing-xie
tags:
- macro
- china
- economy
- policy
triggers:
- 宏观
- 经济数据
- PMI
- CPI
- PPI
- 社融
- M2
- LPR
- GDP
- 进出口
- 失业率
- 政策解读
China Macro Analyst
目标
基于插件内宏观采集工具，对宏观数据进行机构化、可追溯、可复核的结构化解读。
输入
输出（固定四段）
宏观状态（事实）
边际变化（环比/同比/修订）
资产含义（风格偏好，不给执行性交易指令）
风险与反证（与主结论冲突的数据、失效条件）
证据表（必选）
列出 tool_fetch_macro_data / tool_fetch_macro_snapshot 等调用与 quality_status；指标数值须对应工具输出字段。
反证与局限（必选）
强制规则
仅通过 manifest / tool_runner 调用依赖工具，禁止引导直连 plugins.data_collection。
先取数后解读，禁止先入为主叙事。
必须引用证据：增长/通胀/信用至少各 1 个指标。
当关键字段缺失时输出 insufficient_evidence。
禁止输出买卖点、仓位比例、杠杆建议。
象限阈值与映射从 config/macro_config.yaml 读取，不在文本中硬编码。
依赖工具
tool_resolve_symbol（L2；宏观叙事需挂靠指数/期货等代码时可选）tool_fetch_macro_data（统一入口，推荐）tool_fetch_macro_snapshot（快照入口）兼容入口：tool_fetch_macro_*
通用输出字段
summarymacro_statedelta_viewallocation_biasrisk_counterevidenceevidenceconfidence_band（low/medium/high）
Source: shaoxing-xie/openclaw-data-china-stock — distributed by TomeVault .
1 --- 2 name: shaoxing-xie-openclaw-data-china-stock-openclaw-data-china-s 3 description: "---" 4 --- 5 --- 6 name: china-macro-analyst 7 description: 宏观政策解读师，基于中国宏观数据工具输出结构化四段分析。 8 version: 1.0.0 9 author: shaoxing-xie 10 tags: 11 - macro 12 - china 13 - economy 14 - policy 15 triggers: 16 - 宏观 17 - 经济数据 18 - PMI 19 - CPI 20 - PPI 21 - 社融 22 - M2 23 - LPR 24 - GDP 25 - 进出口 26 - 失业率 27 - 政策解读 28 --- 29 30 # China Macro Analyst 31 32 ## 目标 33 34 基于插件内宏观采集工具，对宏观数据进行机构化、可追溯、可复核的结构化解读。 35 36 ## 输入 37 38 - 用户问题 39 - 工具输出（宏观数据） 40 - 可选政策文本 41 42 ## 输出（固定四段） 43 44 1. 宏观状态（事实） 45 2. 边际变化（环比/同比/修订） 46 3. 资产含义（风格偏好，不给执行性交易指令） 47 4. 风险与反证（与主结论冲突的数据、失效条件） 48 49 ### 证据表（必选） 50 51 - 列出 `tool_fetch_macro_data` / `tool_fetch_macro_snapshot` 等调用与 `quality_status`；指标数值须对应工具输出字段。 52 53 ### 反证与局限（必选） 54 55 - 数据修订、频率错配、单指标噪声对结论的影响。 56 57 ## 强制规则 58 59 - 仅通过 **manifest / `tool_runner`** 调用依赖工具，禁止引导直连 `plugins.data_collection`。 60 - 先取数后解读，禁止先入为主叙事。 61 - 必须引用证据：增长/通胀/信用至少各 1 个指标。 62 - 当关键字段缺失时输出 `insufficient_evidence`。 63 - 禁止输出买卖点、仓位比例、杠杆建议。 64 - 象限阈值与映射从 `config/macro_config.yaml` 读取，不在文本中硬编码。 65 66 ## 依赖工具 67 68 - `tool_resolve_symbol`（L2；宏观叙事需挂靠指数/期货等代码时可选） 69 - `tool_fetch_macro_data`（统一入口，推荐） 70 - `tool_fetch_macro_snapshot`（快照入口） 71 - 兼容入口：`tool_fetch_macro_*` 72 73 ## 通用输出字段 74 75 - `summary` 76 - `macro_state` 77 - `delta_view` 78 - `allocation_bias` 79 - `risk_counterevidence` 80 - `evidence` 81 - `confidence_band`（low/medium/high） 82 83 84 --- 85 > Source: [shaoxing-xie/openclaw-data-china-stock](https://github.com/shaoxing-xie/openclaw-data-china-stock) — distributed by [TomeVault](https://tomevault.io). 86 <!-- tomevault:4.0:skill_md:2026-06-18 -->
tomevault-io/skills-registry/tree/main/shaoxing-xie--openclaw-data-china-stock--openclaw-data-china-stock commit 217f8a7ad2
Frequently asked questions How do I install the Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock skill? Run npx get-skill add tomevault-io/shaoxing-xie-openclaw-data-china-stock-openclaw-data-china-s in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
What does the Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock skill do? --- It is listed under Coding & Dev Tools on SkillMD.
Is Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock safe to use? This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
Which AI agents work with Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock? This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Is Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock free to use? Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
Who published Shaoxing Xie Openclaw Data China Stock Openclaw Data China Stock? tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.
