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AShareHub 中國市場數據

透過 AShareHub Python SDK 與託管 API 查詢中國 A 股、ETF、指數、財務報表、估值、資金流向與技術指標等資料。當代理需要結構化的中國市場數據(以 pandas DataFrame 呈現)時,即可使用此技能。

AShareHub 中國市場數據 是什麼?

AShareHub 中國市場數據技能為 AI 編碼代理提供一個文件化的介面,用以取得中國 A 股與 ETF 市場資料。當工作流程需要每日或即時價格、估值、公司財務報表、股利、分析師數據、滬深港通持股、資金流向、指數成分股、ETF 持股、新聞或技術指標時,即可使用此技能。此技能能將自然語言請求對應至 47 個 API 與 Python SDK 介面,並詳細記載每個方法的輸入與回應欄位。公開證券標識使用 `symbol`(例如 `000001.SZ`、`600519.SH` 或 `000300.SH`),SDK 呼叫回傳 pandas DataFrame,便於分析、繪圖或匯出。存取需使用託管的 AShareHub API,使用者須建立 API 金鑰;免費方案每日提供 100 次請求。支援平台包括 Codex 與 Claude Code,透過特定安裝步驟將技能設定檔複製至對應目錄即可使用。

相容平台✓Claude Code✓Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/asharehub

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

AShareHub 中國市場數據 是做什麼的?

AShareHub 為 AI 編碼代理提供一個文件化的介面,用以取得中國 A 股與 ETF 市場資料。當工作流程需要每日或即時價格、估值、公司財務報表、股利、分析師數據、滬深港通持股、資金流向、指數成分股、ETF 持股、新聞或技術指標時,即可使用此技能。此官方技能可將自然語言請求對應至 47 個 API 與 Python SDK 介面,並詳細記載每個方法的輸入與回應欄位。公開證券標識使用 symbol,例如 000001.SZ、600519.SH 或 000300.SH,SDK 呼叫回傳 pandas DataFrame,便於分析、繪圖或匯出。存取需使用託管的 AShareHub API,使用者須建立 API 金鑰;免費方案每日提供 100 次請求。請參閱技能網站、API 文件與 MCP 設定。

安裝

安裝 Python SDK 並設定 AShareHub 發行的 API 金鑰:

pip install asharehub
export ASHAREHUB_API_KEY="ash_your_key_here"

Codex

git clone --depth 1 https://github.com/ChuYiCui1/AshareHub-skills.git
mkdir -p ~/.codex/skills/asharehub
cp -R AshareHub-skills/skills/en/. ~/.codex/skills/asharehub/

Claude Code

git clone --depth 1 https://github.com/ChuYiCui1/AshareHub-skills.git
mkdir -p .claude/skills/asharehub
cp -R AshareHub-skills/skills/en/. .claude/skills/asharehub/

範例

請對代理說:「使用 AShareHub 取得滬深 300 自 2024-01-01 以來的每日價格,並總結每月報酬。」

底層的 SDK 呼叫為:

from asharehub import AShareHub
import os

client = AShareHub(api_key=os.environ["ASHAREHUB_API_KEY"], version="v2")
prices = client.index_daily(symbol="000300.SH", start_date="20240101")
print(prices[["trade_date", "close", "pct_chg"]])
client.close()

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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