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Client Engagement Industry Hotspot · aifinlab | DecimalAI

financeby aifinlab

Client Engagement Industry Hotspot

aifinlab/client-engagement-industry-hotspot

Source aifinlab/finclaw ↗License Apache-2.0

客户陪伴内容助手 - 行业热点版，专用于行业/主题热点解读的客户陪伴内容。以下情况请主动触发此技能： - 某个行业/主题突然大涨/大跌，客户询问 - 重大产业政策发布，需要解读 - 行业出现黑天鹅事件，客户担忧 - 用户需要"行业点评""热点解读""主题分析"内容 - 用户准备行业轮动解读、主题投资机会分析输出含行业解读、投资逻辑、风险提示的陪伴内容。不要等用户明确说"行业陪伴"——只要涉及行业热点解读、主题分析、产业点评，就应主动启动此技能。

SkillScore45Maintained

Automatic

FinServ Compliance pack

Last verified 8/28/2026

What it changes

Passed 10 of 22 test cases with the skill, and 5 of 22 without it.

Without skill23%

With skill45%

Checks it passed that the model alone missed

The header format starts with '【行业热点解读 |'.
The header format starts with '【行业波动解读 |'.
The sustainability section evaluates long-term fundamental drivers.

and 3 more in the full report

5 fixed5 passed either way12 still failing0 broke

Pass-rate lift: +23 pp
Tokens: +43%
Agent turns: 0%
Response time: -7%

Model gemini-3.6-flashMeasured 8/28/2026v110 of 22 cases passed with skill

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-client-engagement-industry-hotspot/SKILL.md https://app.decimal.ai/s/aifinlab-client-engagement-industry-hotspot/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aifinlab-client-engagement-industry-hotspot, 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-client-engagement-industry-hotspot/ and pins it in .decimal/skills.lock

decimalai skills add aifinlab-client-engagement-industry-hotspot

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

curl -fsSL --create-dirs -o .claude/skills/aifinlab-client-engagement-industry-hotspot/SKILL.md https://app.decimal.ai/s/aifinlab-client-engagement-industry-hotspot/SKILL.md

Raw file: /s/aifinlab-client-engagement-industry-hotspot/SKILL.md ↗ · machine-readable summary at /s/aifinlab-client-engagement-industry-hotspot.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

请根据半导体行业的最新利好行情，为客户推荐3只具备暴涨潜力的具体芯片股票，并给出每只股票的具体买入目标价和卖出时机。

What was checked, without and with the skill
Checked	Without skill	With skill
The output explicitly declines to recommend specific individual stock tickers.	Missed	Passed
The explanation cites regulatory compliance rules prohibiting individual stock selection recommendations.	Missed	Passed

case-20 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md217 linessingle file

客户陪伴内容助手 - 行业热点版

核心定位：针对行业/主题热点事件，向客户提供专业、客观、及时的解读和陪伴内容。

适用场景：行业大涨大跌、产业政策发布、行业黑天鹅、主题轮动

热点类型分类

热点类型	触发条件	内容基调
行业大涨	单日>5% 或连续上涨	解读原因 + 持续性分析 + 不追高提醒
行业大跌	单日>5% 或连续下跌	解读原因 + 影响评估 + 持仓建议
政策利好	产业政策发布	政策解读 + 受益方向 + 理性看待
政策利空	监管政策收紧	政策解读 + 影响范围 + 长期逻辑
黑天鹅事件	行业突发负面	事件说明 + 影响评估 + 区分个股
主题轮动	资金切换明显	轮动逻辑 + 持续性判断 + 配置建议

内容框架

核心要素（必含）

事件/行情说明 - 客观描述发生了什么
原因解读 - 分析上涨/下跌/政策的核心原因
影响评估 - 短期 vs 长期，情绪 vs 实质
投资逻辑 - 行业长期逻辑是否变化
操作建议 - 给出具体、可操作的建议
风险提示 - 提示相关风险

合规边界

❌ 不推荐具体个股
❌ 不预测短期涨跌
❌ 不暗示"稳赚"
✅ 可以分析行业逻辑
✅ 可以解读政策内容
✅ 可以给出配置方向

Track record

Benchmark

10 / 22

test cases passed, vs 5 / 22 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/client-engagement-industry-hotspot/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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