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A股业绩前瞻 (A-Share Earnings Preview) · aifinlab | DecimalAI

financeby aifinlab

A股业绩前瞻 (A-Share Earnings Preview)

aifinlab/a-share-earnings-preview

Source aifinlab/finclaw ↗License Apache-2.0

A股业绩前瞻/季报预览/财报预期情景分析。当用户提到"业绩前瞻"或"earnings preview"就触发。关键词："业绩前瞻"、"季报预览"、"预期怎么样"、"earnings preview"、"XX下周发财报"、"财报前怎么看"、"业绩预告分析"、"预计业绩"、"业绩展望"、"财报前瞻"、"预计这个季度业绩"、"业绩预期"、"情景分析"、"业绩预测"。MUST USE when user asks about earnings preview, pre-earnings scenario analysis, earnings expectations/forecast, or quarterly outlook before earnings release. This is the ONLY skill for pre-earnings forward-looking analysis. 在财报发布前，基于历史数据和市场预期构建牛/熊/基准三种情景分析。通过 cn-stock-data 获取历史财务趋势，结合 web 搜索获取市场一致预期和业绩预告。支持机构前瞻风格（form

SkillScore65Maintained

Automatic

Finance & Accounting pack

Last verified 8/28/2026

What it changes

Passed 10 of 16 test cases with the skill, and 10 of 16 without it.

Without skill61%

With skill65%

Checks it passed that the model alone missed

The command passes --days 30 for code 002475.
The command executes cn_stock_data.py quote --code 300760.
The command executes cn_stock_data.py finance --code 000001.

and 3 more in the full report

4 fixed11 passed either way5 still failing3 broke

Pass-rate lift: +4 pp
Tokens: +30%
Agent turns: 0%
Response time: -27%

Model gemini-3.6-flashMeasured 8/28/2026v115 of 23 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-earnings-preview/SKILL.md https://app.decimal.ai/s/aifinlab-a-share-earnings-preview/SKILL.md

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

decimalai skills add aifinlab-a-share-earnings-preview

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md133 lines2 files

A股业绩前瞻 (A-Share Earnings Preview)

数据源

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

# 历史财务指标（分析趋势）
python "$SCRIPTS/cn_stock_data.py" finance --code [CODE]

# 最新行情（当前估值水平）
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]

# 近 6 个月 K 线（股价已 price-in 多少预期）
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [6个月前日期]

# 资金流向（机构是否提前布局）
python "$SCRIPTS/cn_stock_data.py" fund_flow --code [CODE] --days 30

补充：通过 web 搜索获取：

市场一致预期（券商预测均值）
业绩预告/快报（如已发布）
同行业已发布财报的参考信号
公司近期公告、调研纪要

Workflow

Step 1: 背景梳理

确认即将发布的报告期（Q1/半年报/Q3/年报）
通过 cn-stock-data 获取过去 4-8 个季度的财务数据，建立趋势基线
Web 搜索：
- 是否已发布业绩预告/快报？（有则直接用预告数据）
- 市场一致预期（Wind/东方财富/券商研报的营收/净利润预测）
- 同行业已公布业绩的公司表现（作为参考信号）
- 公司近期重大事件（收购/产能投放/政策影响）

Step 2: 关键指标框架

Track record

Benchmark

10 / 16

test cases passed, vs 10 / 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-earnings-preview/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-earnings-analysisA股个股财报分析/业绩点评。当用户说"财报分析"、"季报解读"、"年报分析"、"业绩点评"、"XX的财报怎么样"、"earnings analysis"时触发。从 cn-stock-data 获取财务指标和行情数据，结合 web 搜索获取财报公告原文和市场预期，生成结构化财报分析报告。支持券商业绩点评风格（formal, 8-12页 .docx）和个人分析笔记风格（brief, 1-2页 Markdown）。不适用于晨会纪要（用 a-share-morning-note）或选股筛选（用 a-share-stock-screen）。Close match+18 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?

What's inside

A股业绩前瞻 (A-Share Earnings Preview)

数据源

Workflow

Step 1: 背景梳理

Step 2: 关键指标框架

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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