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A股行业轮动策略分析 · aifinlab | DecimalAI

financeby aifinlab

A股行业轮动策略分析

aifinlab/a-share-sector-rotation

Source aifinlab/finclaw ↗License Apache-2.0

A股行业轮动策略/风格切换分析。当用户说"行业轮动"、"轮动策略"、"风格切换"、"现在轮到什么行业"、"sector rotation"、"大小盘切换"、"成长价值切换"、"什么行业有机会"、"下一个风口"时触发。基于 cn-stock-data 行情数据和宏观经济周期，分析当前行业轮动阶段和风格特征，提示潜在切换方向。支持策略报告风格（formal）和快速判断风格（brief）。

SkillScore50Maintained

Automatic

Finance & Accounting pack

Last verified 8/27/2026

What it changes

Passed 8 of 16 test cases with the skill, and 7 of 16 without it.

Without skill41%

With skill50%

Checks it passed that the model alone missed

Requires high sector momentum ranking combined with trading volume expansion and return acceleration to confirm momentum continuation
Defines mean reversion criteria as a lagging sector exhibiting trading volume stabilization/expansion alongside fundamental improvement indicators

2 fixed9 passed either way11 still failing0 broke

Pass-rate lift: +9 pp
Tokens: +18%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 8/27/2026v111 of 22 cases passed with skill · 16 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-sector-rotation/SKILL.md https://app.decimal.ai/s/aifinlab-a-share-sector-rotation/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aifinlab-a-share-sector-rotation, 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-sector-rotation/ and pins it in .decimal/skills.lock

decimalai skills add aifinlab-a-share-sector-rotation

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

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

Raw file: /s/aifinlab-a-share-sector-rotation/SKILL.md ↗ · machine-readable summary at /s/aifinlab-a-share-sector-rotation.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

在某申万一级行业近20日连涨的情况下，市场投资者往往争论趋势能否持续。按照行业轮动的量价与动量识别规则，什么组合信号预示着动量延续？

What was checked, without and with the skill
Checked	Without skill	With skill
Requires high sector momentum ranking combined with trading volume expansion and return acceleration to confirm momentum continuation	Missed	Passed

case-10 · 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.md73 lines2 files

A股行业轮动策略分析

数据获取

使用 cn-stock-data skill 获取以下数据：

宏观指数 kline（近60个交易日）：沪深300(sh000300)、中证1000(sh000852)、上证50(sh000016)、创业板指(sz399006)、中证全指(sh000985)
行业指数 kline（近20个交易日）：申万一级行业指数（银行/非银/地产/消费/医药/科技/新能源/周期/公用事业等）
web搜索补充：最新PMI、社融、CPI/PPI、利率动态、行业政策

分析流程（5步）

Step 1: 经济周期定位

综合PMI趋势（荣枯线50上下）、社融增速、CPI/PPI剪刀差、利率方向
判断当前处于：复苏 / 扩张 / 过热 / 衰退 哪个阶段
参考 references/sector-rotation-guide.md 中修正版美林时钟映射

Step 2: 风格判断

大小盘：计算沪深300/中证1000比值近20日趋势（上升=大盘占优，下降=小盘占优）
价值成长：计算上证50/创业板指比值近20日趋势（上升=价值占优，下降=成长占优）
给出当前主导风格和切换信号

Step 3: 行业强弱排名

计算各行业指数近5日、10日、20日涨跌幅
按动量排名，标注：强势行业（前5）、弱势行业（后5）、加速行业（短期排名显著提升）
识别资金从哪些行业流出、流入哪些行业

Step 4: 轮动信号识别

动量延续信号：强势行业成交额放大+涨幅加速 → 趋势可能延续
均值回归信号：弱势行业出现放量止跌+基本面改善 → 可能反转
切换预警：领涨行业滞涨缩量 + 滞后行业开始异动 → 轮动可能发生
结合经济周期判断哪类信号更可靠

Step 5: 输出结论

formal 风格（策略报告）

# 行业轮动策略报告

## 经济周期定位
[当前阶段判断及依据]

Track record

Benchmark

8 / 16

test cases passed, vs 7 / 16 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-sector-rotation/SKILL.md

View on GitHub ↗

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

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Ready to supercharge your AI agents?

See it in action

What's inside

A股行业轮动策略分析

数据获取

分析流程（5步）

Step 1: 经济周期定位

Step 2: 风格判断

Step 3: 行业强弱排名

Step 4: 轮动信号识别

Step 5: 输出结论

formal 风格（策略报告）

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills