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a-stock-prediction

A股个股次日(T+1)走势预测 skill。当用户输入A股股票代码(如 600519、000858、300750、688981、430090)或公司名称(如"贵州茅台"、"宁德时代"、"比亚迪"),并要求预测次日走势、给出交易计划、评估盈亏概率时,触发本 skill。skill 会用 mcp__MiniMax__web_search 搜证大盘环境、龙虎榜、北向资金、融资融券、主力资金流、板块联动、公告与消息面等,按"四维分析框架"(大盘环境 30% / 资金行为 30% / 技术面 25% / 消息面 15%)交叉验证,产出可量化的方向预测(看多/看空/震荡 + 概率百分比 + 价格区间),并写入当前项目 markdown 目录下的 `a-stock-{代码}-{YYYY-MM-DD}.md`。输出包含详细逻辑推导链、中间结果与最终结果概率、专业术语小白解释、mermaid/ascii/svg 图表。适用场景:盘后复盘想做次日的方向判断与交易计划;不适用:长线基本面估值(改用 finance-core-analysis)、日内高频交易、港股/美股(改用 us-stock-prediction)。

77

Quality

96%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

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.

A highly actionable, well-sequenced skill body with copy-paste formulas, explicit validation checkpoints, and clean one-level-deep reference structure. The only weakness is mild redundancy across the risk/anti-pattern/self-check sections that a tightening pass would resolve.

Suggestions

Consolidate the 65% probability clamp rule: state it once in 步骤4 and reference it from 风险铁律/反模式/自检 rather than restating the full rationale each time.

The 风险铁律, 反模式, and 自检清单 sections overlap on several points (追高 >7%, 跌破年线, 跳过搜证); dedupe by keeping each failure mode in exactly one section and cross-referencing.

Tighten the repeated T+1/仓位 reasoning — the '买入后跌停可承受' framing appears in both 步骤5 and 风险铁律; define it once and link.

DimensionReasoningScore

Conciseness

The ~360-line body is dense and mostly earns its tokens (tables, formulas, query templates, checklists), but several rules are restated multiple times — the 65% probability clamp recurs in 步骤4, 风险铁律, 反模式, and 自检 — which is efficient-but-slightly-redundant rather than lean.

4 / 5

Actionability

Provides copy-paste-ready specifics: P0/P1/P2 search query templates capped at ≤2 keywords, exact position-sizing formulas, the 50% + 加权得分×7.5 probability method with hard 65% clamp, ATR estimation, code→板块 mapping, and a full report skeleton — fully executable guidance.

5 / 5

Workflow Clarity

A 7-step sequenced workflow with an ASCII flow diagram, explicit validation checkpoints (信息缺失→降级, 对冲信号→置信度降一级, 硬性 clamp), feedback loops (未通过自检→重做, cross-validation in 搜证纪律), and a 15-item delivery checklist — clear sequence with explicit validation and error recovery.

5 / 5

Progressive Disclosure

SKILL.md is an overview pointing to 7 real, substantial one-level-deep bundle files (six references + report-template.md), each clearly labeled with its contents in a dedicated 资源引用 section, with detail appropriately split out and a '先 Read 它再继续' navigation cue.

5 / 5

Total

19

/

20

Passed

Description

100%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 dense, third-person description that covers concrete capabilities, natural trigger inputs, both what/when, and clear boundaries against related skills. It earns top marks on all four dimensions with no verbosity or first/second-person voice penalties.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — uses mcp__MiniMax__web_search to gather 大盘环境/龙虎榜/北向资金/融资融券/主力资金流, applies the 四维分析框架 (30/30/25/15), produces quantified 看多/看空/震荡 predictions with probability and price range, and writes a named markdown file — comprehensive coverage rather than 1-2 actions.

5 / 5

Completeness

Explicitly answers both 'what' (搜证 + 四维加权 + 量化方向预测 + 写入 markdown) and 'when' via '触发本 skill', a 适用场景 clause, and a 不适用 list with redirects — concrete trigger phrases present.

5 / 5

Trigger Term Quality

Names natural user inputs (stock codes 600519/000858/300750/688981/430090, company names '贵州茅台'/'宁德时代'/'比亚迪') plus trigger phrases ('预测次日走势', '给出交易计划', '评估盈亏概率') covering synonyms and concrete variations a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Clear niche (A股 T+1 次日走势预测) with explicit redirects to finance-core-analysis (长线估值) and us-stock-prediction (港股/美股) plus an explicit 不适用 list, minimizing overlap with sibling skills.

5 / 5

Total

20

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
digoal/blog
Reviewed

Table of Contents

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