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数据分析

A Share Stock Dossier

Analyze A-share stocks and portfolios with analyst-grade, evidence-first reports. Use when the user asks for 个股分析、持仓复盘、逻辑是否还在、行业龙头、盘前/盘后策略、情绪+技术综合判断, especia...
Analyze A-share stocks and portfolios with analyst-grade, evidence-first reports. Use when the user asks for 个股分析、持仓复盘、逻辑是否还在、行业龙头、盘前/盘后策略、情绪+技术综合判断, especia...
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概述

A-Share Stock Dossier

Overview

Produce professional analyst-style stock reports that are process-transparent, evidence-bound, and directly executable.

Always split conclusions into two layers:

  • 产业逻辑(fundamental/industry logic)
  • 交易逻辑(price/flow/sentiment logic)

Default output mode is long-form process report unless user explicitly asks for a short summary.

Workflow

Step 1) Fix scope and objective

  • Extract stock list, cost, position size, horizon (日内 / 次日 / 5-10日), and risk preference.
  • Confirm output mode:
  • 单票深挖
  • 组合分层(A/B/C)
  • 盘前执行单
  • If screenshot is provided, parse first; ask only missing fields.

Step 2) Pull structured baseline before any narrative

Run:

python skills/a-share-stock-dossier/scripts/a_share_snapshot.py \
  --codes 603618,002149,002506,002475,002729,601116,601096 \
  --with-indices --with-kline --kline-days 60 --pretty

Lock objective facts first:

  • Price/pct/range/volume/turnover
  • 5d/10d/20d return
  • MA5/MA10/MA20/MA60 context
  • Index mood and breadth proxy

Field reference:

  • references/eastmoney-fields.md

Step 3) Run deep-search loop (before and during writing)

Use:

  • references/source-checklist.md
  • references/search-depth-protocol.md

Mandatory minimum evidence per stock:

  1. Structured quote/kline data
  2. One official source (CNINFO/exchange/company IR)
  3. One mainstream finance source
  4. One sector/leader verification source

Tool order:

  • web_search discover
  • web_fetch extract正文
  • browser for JS-heavy/anti-bot/paginated/incomplete extraction

Step 4) Maintain retrieval log (hard requirement)

During analysis, build a step log S1..Sn.

Each step must include:

  • 检索目标(why this search)
  • 查询/页面(query/url)
  • 摘要(1-3条关键事实)
  • 来源等级(官方/主流媒体/社区)
  • 对判断影响(supports/weakens/conflicts)

If a conclusion appears without supporting steps, do not keep it in final recommendations.

Step 5) Write stock analysis in fixed order

For each stock, output strictly in this order:

  1. 公司业务与收入/应用场景定位
  2. 当前市场叙事与叙事阶段(启动/强化/分歧/退潮)
  3. 行业龙头与板块阶段(强度/轮动/分化)
  4. 技术面(趋势、关键位、失效位)
  5. 舆情与事件(利多/利空/争议)
  6. 双逻辑判断
    • 产业逻辑:在 / 弱化 / 失效
    • 交易逻辑:在 / 弱化 / 失效
  7. 明日三情景(强/中/弱)触发条件 -> 动作
  8. 证据绑定(E1/E2/E3/E4)+ 置信度

Use template:

  • references/report-template.md

Step 6) Continuous-search triggers during writing

Pause and re-search immediately if:

  • only one source supports a key claim
  • key event is stale (>7 days) and no update is checked
  • price/volume behavior conflicts with narrative
  • wording becomes uncertain(可能/大概/据说)
  • sector leader list mismatches same-day board behavior

Step 7) Conflict resolution and stop rule

  • Unify basis first (timestamp, adj/non-adj, intraday/close)
  • Priority: official > exchange data > mainstream media > community
  • If unresolved, keep explicit uncertainty notes

Stop searching only when:

  1. each core conclusion has >=2 sources and >=1 official/preferred source
  2. recent two re-search rounds add no high-value facts
  3. conflicts are either resolved or explicitly marked

Step 8) Portfolio decision + self-correction

After all stocks:

  • Rank A/B/C:
  • A: 产业逻辑与交易逻辑同向
  • B: 产业逻辑在、交易逻辑弱
  • C: 交易逻辑受损
  • Give one-line portfolio action (cut/hold/wait + why)
  • Add self-correction:
  • 2-3 weak points in this round
  • how to recalibrate thresholds next round

Output requirements (must follow)

Default to detailed analyst-report style with this top-level structure:

  1. 检索过程纪要(S1..Sn)
  2. 市场底色(结构化数据)
  3. 逐股深度分析(证据逐条绑定)
  4. 组合分层与执行重点
  5. 本轮不确定性与下轮修正计划

Never output only short conclusions unless user asks explicitly.

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-29 12:35 安全 安全

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