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A股个股复盘 Skill · aifinlab | DecimalAI

financeby aifinlab

A股个股复盘 Skill

aifinlab/a-share-stock-review

Source aifinlab/finclaw ↗License Apache-2.0

A股个股复盘/交易复盘/个股走势回顾分析。当用户说"个股复盘"、"复盘"、"今天XX怎么回事"、"XX为什么涨"、"XX为什么跌"、"XX走势分析"、"stock review"、"盘后分析"、"XX今天异动"、"复盘分析"、"个股复盘分析"、"XX今天走势"、"XX涨跌原因"时触发。MUST USE when user asks about stock review, post-market analysis, why a stock went up/down today, or wants to review a specific stock's recent performance. 针对单只股票的当日或近期走势进行全面复盘，包括股价表现、量能变化、资金流向、消息面驱动因素。支持详细复盘风格（formal）和快速解读风格（brief）。

NewMaintained

Automatic

Finance & Accounting pack

Last verified 8/27/2026

What it changes

Passed 3 of 12 test cases with the skill, and 5 of 12 without it.

Without skill41%

With skill27%

Checks it passed that the model alone missed

Identifies China Yangtze Power with stock code 600900.
Sets the start parameter date to 20231005 for a K-line query on 20231025.

2 fixed4 passed either way11 still failing5 broke

Pass-rate lift: -14 pp
Tokens: +13%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 8/27/2026v16 of 22 cases passed with skill · 12 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aifinlab-a-share-stock-review/SKILL.md https://app.decimal.ai/s/aifinlab-a-share-stock-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aifinlab-a-share-stock-review, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aifinlab-a-share-stock-review/ and pins it in .decimal/skills.lock

decimalai skills add aifinlab-a-share-stock-review

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aifinlab-a-share-stock-review/SKILL.md https://app.decimal.ai/s/aifinlab-a-share-stock-review/SKILL.md

Raw file: /s/aifinlab-a-share-stock-review/SKILL.md ↗ · machine-readable summary at /s/aifinlab-a-share-stock-review.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

如果交易日为20231025，在调取个股近20日K线行情时，起始日期参数 start 应当如何指定？

What was checked, without and with the skill
Checked	Without skill	With skill
Sets the start parameter date to 20231005 for a K-line query on 20231025.	Missed	Passed

case-13 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md63 lines2 files

A股个股复盘 Skill

数据获取

SCRIPTS="$SKILLS_ROOT/cn-stock-data/scripts"

# 实时行情（价格/涨跌幅/换手率/量比/振幅等）
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]

# 近20日K线（趋势/支撑压力/均线）
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [20日前YYYYMMDD]

# 资金流向（主力/散户净流入）
python "$SCRIPTS/cn_stock_data.py" fund_flow --code [CODE]

# 基本财务数据（市盈率/市净率/总市值等）
python "$SCRIPTS/cn_stock_data.py" finance --code [CODE]

补充数据源：用 web 搜索获取当日公告、新闻、研报等消息面信息。

Workflow

Step 1: 数据采集

并行获取 quote / kline / fund_flow / finance 四组数据
Web 搜索"[股票名称] 今日公告新闻"获取消息面

Step 2: 股价表现分析

当日涨跌幅、振幅、最高/最低价、收盘价位置（靠近高点or低点）
换手率高低判断（与近20日均值对比）
量比分析（>2放量、<0.5缩量）
与大盘/行业指数对比（相对强弱）

Step 3: 资金流向分析

主力净流入/流出金额及占比
超大单/大单/中单/小单资金分布
近5日资金流向趋势（持续流入or流出）

Step 4: 消息面梳理

Track record

Benchmark

3 / 12

test cases passed, vs 5 / 12 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aifinlab / finclaw

skills/a-share-stock-review/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 1 file

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

aifinlab/a-share-money-flowA股主力资金/大单追踪/资金流向分析。当用户说"主力资金"、"大单"、"资金流向"、"主力在干嘛"、"资金净流入"、"主力买入"、"大资金"、"XX的资金流向"、"主力动向"、"smart money"、"主力资金流入流出"、"资金流向分析"、"大单净买入"、"超大单"、"主力净流入"时触发。MUST USE when user asks about main capital flow, large order tracking, money flow analysis, net inflow/outflow of institutional money, or smart money movement for individual stocks or the overall market. 基于 cn-stock-data 资金流向数据（超大单/大单/中单/小单），分析个股或市场的主力资金行为。支持机构级分析（formal）和快速判断（brief）。与 a-share-northbound 的区别：本 skill 聚焦场内主力资金（大单/超大单），northbound 聚焦北向外资。Close match0 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

A股个股复盘 Skill

数据获取

Workflow

Step 1: 数据采集

Step 2: 股价表现分析

Step 3: 资金流向分析

Step 4: 消息面梳理

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills