eastmoney

东方财富（Eastmoney）免费免鉴权数据接口，覆盖资金流向、龙虎榜、融资融券、大宗交易、股东户数、限售解禁、行业概念板块、券商研报、财经新闻、A股/港股三大报表+主要指标、全市场选股与代码搜索；美股财报由 get_financial_statements 转 SEC EDGAR。东财请求经共享 IP 限速层节流（东财按源 IP 限流并临时封禁突发请求），通过 Vibe-Trading 工具直接调用，无需 token。

Quality

85%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

Low

Low-risk findings worth noting

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exemplary index-page skill: the SKILL.md body stays lean, provides copy-paste executable calls with exact parameter formats and error semantics, and pushes all endpoint detail to verified one-level-deep reference files. The only trimming opportunity is the meta-paragraph about link-path conventions and the rate-limit text duplicated from the frontmatter.

Dimension	Reasoning	Score
Conciseness	The body is a lean index page — tables of tool links, terse parameter-format bullets, and two short code snippets — with no explanation of concepts Claude already knows. It is not 5 because the "链接约定" meta-paragraph about link resolution and the rate-limit note (already stated in the frontmatter description) are trimmable overhead.	4 / 5
Actionability	Fully executable guidance: a copy-paste tool call with real arguments ("FundFlowTool().execute(codes=[\"600519.SH\", \"00700.HK\"], period=\"daily\", days=30)"), resolve_secid examples with expected outputs ("resolve_secid(\"600519.SH\") # -> \"1.600519\""), exact date formats, and the success/failure JSON envelope including per-symbol error semantics. It is not 4 because the common cases are covered end-to-end with no gaps.	5 / 5
Workflow Clarity	This is a single-action skill (pick the tool from the interface index, call it with the documented symbol/parameter formats) and that action is unambiguous — the simple-skill exception applies. Error semantics ("失败 {\"ok\": false, \"error\": ...}。单个失败 symbol 以 per-symbol error 上报，不中断批次") and the rate-limit red line are explicitly stated, so there are no validation gaps.	5 / 5
Progressive Disclosure	The body explicitly declares itself an index page ("本技能是上述接口的索引页：每个接口的端点 URL、入参、返回字段写在 references/ 下；调用范例写在 scripts/ 下") and delivers on it: all 12 referenced files exist on disk, each holds the full endpoint/parameter detail one level deep with zero cross-references between them, and the four script links are real executable examples. It is not 4 because navigation (per-category tables with per-tool links) is clean with no organization gaps.	5 / 5
	Total	19 / 20 Passed

Description

75%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A highly specific, well-differentiated description that comprehensively enumerates the skill's data coverage in natural bilingual domain terms. Its single material weakness is the absence of any explicit 'Use when…' trigger clause, which caps completeness and limits discoverability when the user's request only implies the underlying data need.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user needs A-share/HK market microstructure and disclosure data: 资金流向、龙虎榜、融资融券、大宗交易、解禁、股东户数、研报、财报…" so the skill fires when the data need is stated without naming Eastmoney.

Include common user synonyms such as "财报/财务数据" and "行情" alongside "三大报表" and "选股" to widen natural-term coverage.

State the trigger condition for the SEC EDGAR branch (US financial statements) explicitly so users asking only for SEC data know when this skill applies.

Dimension	Reasoning	Score
Specificity	The description lists 11+ concrete data domains ("资金流向、龙虎榜、融资融券、大宗交易、股东户数、限售解禁、行业概念板块、券商研报、财经新闻…三大报表+主要指标、全市场选股与代码搜索") plus explicit US-routing behavior ("美股财报由 get_financial_statements 转 SEC EDGAR"), giving comprehensive concrete coverage. It is not 4 because there are no meaningful coverage gaps in the claimed capability set.	5 / 5
Completeness	It clearly answers "what" (the enumerated data interfaces and routing rules) but contains no "Use when…" or equivalent explicit trigger guidance — "通过 Vibe-Trading 工具直接调用，无需 token" describes how, not when, so the completeness cap of 3 applies. It is not 2 because the "what" is fully explicit and specific.	3 / 5
Trigger Term Quality	Good natural keyword coverage in both languages ("东方财富（Eastmoney）", "龙虎榜", "融资融券", "大宗交易") matching what Chinese-speaking finance users would say. It is not 5 because a few natural phrasings and synonyms are missing (e.g., "财报/财务数据", "行情"), and not 3 because domain-term coverage is broad and natural rather than generic.	4 / 5
Distinctiveness Conflict Risk	A clear niche (Eastmoney data source with explicit SEC-EDGAR routing boundary) with distinct trigger terms (龙虎榜/融资融券/股东户数 are source-specific endpoints), minimal conflict risk with other skills. It is not 4 because even the US-financials mention is scoped as a handoff rather than an overlapping claim.	5 / 5
	Total	17 / 20 Passed

Validation

87%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning
relative_links	Relative link issues: 12 deeper-than-1-level	Warning

	Total	14 / 16 Passed

Repository: HKUDS/Vibe-Trading
Path: agent/src/skills/eastmoney/SKILL.md
Commit: 251b094

Reviewed: 3 days ago

Table of Contents

Discovery Implementation Validation

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