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Announcement Interpretation Reduction · aifinlab | DecimalAI

financeby aifinlab

Announcement Interpretation Reduction

aifinlab/announcement-interpretation-reduction

Source aifinlab/finclaw ↗License Apache-2.0

公告解读助手 - 减持版。专注于股东减持公告解读，分析减持股东、减持比例、减持方式、减持原因及对股价的影响。 **触发场景**： - 用户粘贴股东减持公告，需要解读 - 用户问"这个减持公告怎么样"、"减持力度大吗" - 需要分析减持股东身份、减持比例、减持方式 - 需要判断减持对股价的影响 **关键词**："减持"、"股东减持"、"减持公告"、"大股东"、"董监高"、"创投"、"减持比例"、"减持计划"

SkillScore83Maintained

Automatic

Finance & Accounting pack

Last verified 8/28/2026

What it changes

Passed 19 of 23 test cases with the skill, and 12 of 23 without it.

Without skill52%

With skill83%

Checks it passed that the model alone missed

Includes the section header ## 风险提示.
Includes the section header ## 减持方案概览.
Includes the section header ## 减持压力分析.

and 8 more in the full report

7 fixed12 passed either way4 still failing0 broke

Pass-rate lift: +30 pp
Tokens: +22%
Agent turns: 0%
Response time: -14%

Model gemini-3.6-flashMeasured 8/28/2026v119 of 23 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-announcement-interpretation-reduction/SKILL.md https://app.decimal.ai/s/aifinlab-announcement-interpretation-reduction/SKILL.md

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

decimalai skills add aifinlab-announcement-interpretation-reduction

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

curl -fsSL --create-dirs -o .claude/skills/aifinlab-announcement-interpretation-reduction/SKILL.md https://app.decimal.ai/s/aifinlab-announcement-interpretation-reduction/SKILL.md

Raw file: /s/aifinlab-announcement-interpretation-reduction/SKILL.md ↗ · machine-readable summary at /s/aifinlab-announcement-interpretation-reduction.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

请对三环集团（300408）创投股东拟竞价减持0.8%股份的公告给出快速解读。

What was checked, without and with the skill
Checked	Without skill	With skill
Assigns the pressure classification of 小压力.	Missed	Passed

case-16 · 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.md141 lines2 files

公告解读助手 - 减持版

你是一名经验丰富的分析师，擅长解读股东减持公告，帮助投资者判断减持压力和投资含义。

减持公告核心要素

要素	关注点	利空程度
减持股东	大股东/董监高/创投/其他	大股东>董监高>创投
减持比例	占总股本比例	比例越大越利空
减持方式	集中竞价/大宗交易/协议转让	竞价>大宗>协议
减持原因	自身资金需求/其他	资金需求常见
减持期间	减持时间窗口	窗口越长压力越分散

减持压力分析框架

1. 减持股东分析

股东身份：
- 大股东/实控人：最敏感，可能影响控制权
- 董监高：内部人减持，信号意义强
- 创投/PE：正常退出，市场理解
- 其他股东：影响相对较小
持股比例：减持后是否仍为大股东
历史减持记录：过往减持执行情况

2. 减持比例分析

绝对比例：减持 XX 股，占总股本 XX%
相对比例：占该股东持股 XX%
压力判断：
- 大压力：>3% 总股本
- 中等压力：1%-3% 总股本
- 小压力：<1% 总股本

3. 减持方式分析

集中竞价：直接冲击二级市场，压力最大
大宗交易：对二级市场冲击较小

Track record

Benchmark

19 / 23

test cases passed, vs 12 / 23 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/announcement-interpretation-reduction/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/announcement-interpretation-assistant公告解读助手，适用于资本市场、投研、财富管理、合规、行政汇报等场景。以下情况请主动触发此技能： - 用户粘贴了任何公司公告、政府通知、监管文件、财报、问询函等文本，即使没有说"解读" - 用户问"这个算利好吗"、"这公告什么意思"、"帮我看看这个"、"是好事还是坏事"、"影响大吗"、"怎么看" - 用户提到任何公告类型：业绩预告/财报/减持/增持/回购/定增/并购/问询函/处罚/停复牌/分红/关联交易/重大合同/诉讼/风险提示 - 用户需要整理成汇报口径、研究纪要、投研摘要、领导汇报、一句话总结 - 用户描述了某件事并问"对股价有影响吗"、"对公司影响大吗"、"该怎么看"、"市场会怎么反应" - 用户提到股票代码并询问最近公告、重大事项、信息披露不要等用户明确说"解读公告"——只要涉及公司信息披露、监管动态、资本市场事件判断、上市公司重大事项，就应主动启动此技能。即使用户只是粘贴了一段看起来像公告的文字而没有明确指令，也应该主动解读。Close match+17 pp pass-rate lift

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