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A股市场情绪分析助手 · aifinlab | DecimalAI

financeby aifinlab

A股市场情绪分析助手

aifinlab/a-share-sentiment

Source aifinlab/finclaw ↗License Apache-2.0

A股市场情绪综合研判/恐贪指数/情绪面分析。当用户说"市场情绪"、"情绪面"、"恐慌"、"贪婪"、"sentiment"、"现在市场情绪怎么样"、"市场热度"、"赚钱效应"、"亏钱效应"、"市场温度"、"是不是过热了"、"恐贪指数"、"情绪综合研判"时触发。MUST USE when user asks about market sentiment, fear/greed index, market temperature, or whether the market is overheated/panicking. 聚合多维数据（涨跌比/换手率/涨停数/北向资金/融资余额/成交量等），构建市场情绪综合判断。支持研报风格（formal）和快速解读风格（brief）。

NewMaintained

Automatic

Finance & Accounting pack

Last verified 8/27/2026

What it changes

Passed 8 of 14 test cases with the skill, and 9 of 14 without it.

Without skill64%

With skill59%

Checks it passed that the model alone missed

Rejects labeling a score of 55 as neutral-optimistic.

1 fixed12 passed either way7 still failing2 broke

Pass-rate lift: -5 pp
Tokens: +24%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 8/27/2026v113 of 22 cases passed with skill · 14 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-sentiment/SKILL.md https://app.decimal.ai/s/aifinlab-a-share-sentiment/SKILL.md

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

decimalai skills add aifinlab-a-share-sentiment

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

当全市场综合情绪得分得出55分时，某研究报告将其标注为'中性偏乐观'。这种标注是否符合40至60分区间的标准状态划分？正确的划分名称是什么？

What was checked, without and with the skill
Checked	Without skill	With skill
Classifies sentiment scores in the 40 to 60 range strictly as neutral.	Passed	Passed
Rejects labeling a score of 55 as neutral-optimistic.	Missed	Passed

case-09 · 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股市场情绪分析助手

数据源

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

# 大盘行情（涨跌数据、成交量）
python "$SCRIPTS/cn_stock_data.py" quote --code SH000001,SZ399001,SZ399006

# 北向资金
python "$SCRIPTS/cn_stock_data.py" north_flow

# 大盘K线（近期趋势，用于历史对比）
python "$SCRIPTS/cn_stock_data.py" kline --code SH000001 --freq daily --start $(date -v-30d +%Y-%m-%d)

# 资金流向（全市场）
python "$SCRIPTS/cn_stock_data.py" fund_flow --code SH000001

补充数据（通过 akshare 或 web 搜索获取）：

融资余额变化
两市成交额
涨停/跌停家数
新股上市表现

Workflow

Step 1: 数据采集

从多个维度获取市场情绪数据，优先使用 cn-stock-data 脚本，不足部分用 akshare 或 web 搜索补充。

Step 2: 指标计算

涨跌比：上涨家数 / 下跌家数
涨停/跌停数量
两市成交额（与近20日均值对比）
换手率水平
北向资金净流向（当日 + 5日累计）
融资余额变化方向

Step 3: 情绪评分

Track record

Benchmark

8 / 14

test cases passed, vs 9 / 14 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-sentiment/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-market-breadthA股市场宽度/涨跌家数分析。当用户说"市场宽度"、"涨跌家数"、"上涨家数"、"赚钱效应"、"亏钱效应"、"breadth"、"今天多少家涨"、"二八分化"、"一九行情"、"普涨"、"普跌"、"市场广度"时触发。分析全市场涨跌分布、强弱股比例、新高新低数量、腾落线(AD Line)等市场宽度指标，判断行情的健康度和可持续性。支持研报风格（formal）和快速判断风格（brief）。Close match-4 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股市场情绪分析助手

数据源

Workflow

Step 1: 数据采集

Step 2: 指标计算

Step 3: 情绪评分

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills