| name | market-daily-review |
| description | Generate A-share end-of-day market review reports with Pandadata data, covering trade-date checks, index performance and valuation, market breadth, limit-up/down sentiment, industries/concepts, 龙虎榜, block trades, margin financing, northbound holdings, risk notes, and optional scheduled after-close automation. Use when the user asks for 今日复盘, 收盘总结, 每日市场报告, A股复盘, 龙虎榜复盘, 北向资金动向, or to set up an automated daily market review. |
| license | GPL-3.0-only |
| metadata | {"organization":"QuantSkills","organization_url":"https://github.com/quantskills","repository":"skill-market-daily-review","repository_url":"https://github.com/quantskills/skill-market-daily-review","project_type":"skill","collection":"market-daily-review","creator":"abgyjaguo","maintainer":"abgyjaguo"} |
| quantSkills | {"project_type":"skill","category":"monitor","tags":["a-share","daily-review","market-breadth","sentiment","pandadata"],"platforms":["claude-code","codex","hermes","openclaw","cursor"],"status":"stable","validation_level":"runnable","maintainer_type":"official","summary_zh":"收盘后一句话生成 A 股当日复盘：指数与估值、市场宽度、行业概念热点、龙虎榜、大宗、两融、北向 —— 每个数字可溯源，支持定时自动生成。","summary_en":"A-share end-of-day review skill covering indexes, valuation, breadth, sentiment, sectors, themes, and capital-flow clues.","license":"GPL-3.0","requires":["skill-pandadata-api"]} |
{
"version": 1,
"task": {
"placeholder": "补充复盘口径或特别要求（可选）",
"required": false
},
"fields": [
{
"key": "date",
"label": "复盘日期",
"type": "date",
"help": "留空时使用最近已完成的 A 股交易日"
},
{
"key": "focus",
"label": "重点关注",
"type": "text",
"placeholder": "例如：北向持仓、半导体板块、龙虎榜"
}
],
"prompt_template": "{{#task}}任务与材料：\n{{task}}\n\n{{/task}}{{#attachments}}用户上传的材料（已放入工作区）：\n{{attachments}}\n\n{{/attachments}}执行 A 股收盘复盘。{{#date}}以 {{date}} 为目标日期。{{/date}}未指定日期时以最近已完成的 A 股交易日为目标日期。{{#focus}}重点关注 {{focus}}。{{/focus}}先核验交易日，再覆盖指数表现与估值、市场宽度、涨跌停情绪、行业与概念、龙虎榜、大宗交易、两融、北向持仓和风险提示，逐项标注数据接口与日期并说明滞后或缺失数据，输出中文报告。"
}
Market Daily Review
Use this skill to generate factual A-share after-close review reports. Prefer Pandadata as the data source, keep every statistic traceable to an interface and data date, and never invent missing figures.
Workflow
- Determine the target date. If the user does not provide one, use the latest completed A-share trading day. Check
get_last_trade_date and get_trade_cal; if the target date is closed, return a short "今日休市" note instead of a full report.
- Load
pandadata-api before making real API calls. Use its method index or search script to confirm parameters and fields; do not guess Pandadata signatures.
- Collect data in this order:
- Trading calendar and stock universe:
get_last_trade_date, get_trade_cal, get_trade_list.
- Index performance and valuation:
get_index_daily, get_index_indicator.
- Market breadth and sentiment:
get_stock_daily or get_stock_rt_daily, plus get_stock_status_change.
- Hot sectors and concepts:
get_industry_constituents, get_concept_list, get_concept_constituents.
- Funds and notable trades:
get_lhb_list, get_lhb_detail, get_block_trade, get_margin, get_hsgt_hold.
- Compute breadth and ranking metrics from raw rows: rising/falling counts, limit-up/limit-down counts, turnover leaders, industry/concept leaders, 龙虎榜 top net buy/sell names, block-trade discount/premium distribution, margin balance change, and northbound holding changes.
- Generate Markdown using
references/report-template.md. Save the report to reports/daily/YYYYMMDD.md unless the user gives another path.
- Run
scripts/validate_report.py <report-path> after writing the report. Fix missing sections, missing source notes, or missing data-date labels before presenting the result.
Pandadata Reference
Read references/pandadata-map.md when planning calls, selecting fields, or deciding how to degrade if a data interface is unavailable. The map is a routing aid only; the exact call contract must still come from pandadata-api.
Report Rules
- Write in Chinese unless the user requests another language.
- Use absolute dates such as
2026-06-11; avoid ambiguous "today" in the final report body.
- Mark T+1 datasets clearly. Margin financing, northbound holdings, and some exchange disclosures may lag the market date.
- State the limit-up/limit-down counting rules, including whether ST stocks and one-price boards are included.
- Keep the report factual: summarize structure, flows, and anomalies; do not give tomorrow's trading instructions or personalized investment advice.
- When a data call fails, keep the report useful by generating available sections and adding a concise missing-data note under "数据说明".
Automation
When the user asks for an automated daily review, create an after-close task for trading days only, preferably after 18:30 Asia/Shanghai so delayed datasets have time to settle. Make the task idempotent: if reports/daily/YYYYMMDD.md already exists, regenerate and overwrite it.
